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Article

Fiber Reinforced Polymer (FRP) Confined Circular Concrete Columns: An Experimental Overview

by
Maria K. Valasaki
* and
Christos G. Papakonstantinou
*
Laboratory of Concrete Technology & Reinforced Concrete Structures, Department of Civil Engineering, University of Thessaly, GR-38334 Volos, Greece
*
Authors to whom correspondence should be addressed.
Buildings 2023, 13(5), 1248; https://doi.org/10.3390/buildings13051248
Submission received: 13 April 2023 / Revised: 27 April 2023 / Accepted: 5 May 2023 / Published: 9 May 2023

Abstract

:
Fiber-reinforced polymers (FRPs) are widely used as composite materials in civil engineering applications to rehabilitate or strengthen reinforced-concrete structural elements. The purpose of this study was to compile an extensive and up-to-date experimental database based on the compressive tests conducted on circular confined concrete structural elements using FRP composite materials. Strict criteria were implemented during the collection of the experimental data to minimize uncertainty and maximize uniformity. In order to compare the results, the collected data were divided into two categories based on the type of confinement, namely FRP wrapped and FRP tube encased. A detailed database of 1470 experimental test results on FRP-confined concrete cylindrical specimens demonstrated the specimens’ geometry, the jacketing materials’ physical and mechanical properties, and the effect of the confinement on the axial compressive strength and strain. The analysis of the database led to important observations on the parameters that influence FRP-confined concrete’s behavior. The unconfined concrete strength seems to be inversely related to the confinement efficiency. The confinement efficiency is quite limited in high-strength concrete specimens. Carbon fibers tend to provide greater confinement effectiveness, while the FRP axial rigidity was found to contribute significantly to the effect of confinement. Glass and aramid fibers seem to perform equally well, regardless of the confinement method. An interesting finding is that while FRP-wrapped specimens perform similarly to tube-encased specimens in terms of increases in compressive strength, the latter are associated with larger increases in ultimate axial strains.

1. Introduction

Reinforced concrete structures are exposed to seismic activity, aggressive environmental conditions, degradation due to age or changes in their use and, therefore, changes in loads. The structural deficiencies in civil engineering applications raise questions about the design and, moreover, about the safety of structures. In most cases, structural strengthening and rehabilitation are more profitable, economically and socially, than demolition and rebuilding [1,2]. Traditional strengthening methods, such as concrete or steel jacketing have been replaced by fiber confining, an effective method to improve seismic performance and, thus, axial strength, and the deformation capacity of existing reinforced-concrete structures.
This retrofitting technique functions by wrapping transversely a concrete element, using fiber-reinforced polymers (FRP) as the externally bonded strengthening materials [3]. The composite material, typically consisting of carbon, glass, or aramid fibers impregnated in a typically organic matrix, originally appeared as a promising material with which to increase the flexural, shear, and compressive capacity of concrete structural elements to achieve the performance required by modern regulations [4,5,6,7,8]. These FRPs have significant advantages, including high strength, very low weight, extremely high durability, availability in long lengths, corrosion resistance, and ease of application [9]. The differences between FRP materials are mostly affected by the properties of the fibers used. Although carbon fibers provide much higher strength, modulus, and fatigue resistance, they are associated with relatively limited deformability, especially in comparison to other fibers, such as glass, aramid or even basalt [10,11]. The cost of carbon fibers, on the other hand, is significantly higher than those of aramid, basalt, and glass fibers. These last three possess quite similar mechanical characteristics [12,13]. Although basalt fibers are very common in textile-reinforced mortar (TRM) systems, and have been used for confinement, they are not common in FRP systems [13,14].
When they are employed for concrete confinement, composite materials are activated when the specimen expands transversely, under axial compressive stress. At this point, tensile deformations develop in the fibers of the composite material, leading to transverse compressive stress vertically to the loading axis of the element. Consequently, the activated fibers offer confinement to the concrete core, and they continue to stress axially until they reach their maximum capacity. The FRP’s transverse compressive stress leads to a significant increase in the maximum compressive strength and axial deformations of the concrete element.
More specifically, in a cylindrical concrete element with a diameter D, externally confined by a composite material with thickness tfrp, with a modulus of elasticity Efrp, as shown in Figure 1, the lateral stress developing in the composite material σl (equal and opposite forces are exerted on the concrete, as reinforcement stress) is provided by the following equation:
σ l = 2   t f r p D σ f = 2   t f r p D   E f r p   ε f
where σf is the tensile stress and εf is the strain respectively.
The active confinement of the concrete element and the resulting confinement stress contributes to:
  • A reduction in excessive concrete cracking, resulting in increased durability;
  • Increased deformability and, thus, concrete ductility;
  • A better force-transfer mechanism and the prevention of premature rebar slippage due to improved bonds between the concrete and the rebars.
Many experimental and analytical studies have been conducted, since the emergence of FRP composites as confining materials for reinforced concrete (RC) structures, to determine and model the contribution of these innovative composite materials in terms of compressive strength and axial deformation. In the last three decades, extensive research work has taken place, including numerous experiments conducted to estimate the behavior of confined concrete specimens. Even though the experiments were conducted using roughly the same procedure, a number of factors influenced the measurements and the subsequent processing of the test results, including:
  • The laboratory conditions (temperature, humidity, etc.);
  • The equipment and instruments used (hydraulic-loading test machines, the loading rate, the sensor sensitivity, the type of displacement sensor, etc.);
  • The installation of the specimens and sensors (the gauge length, sensor placement, etc.);
  • The measurement accuracy (noise and data processing) [16].
Important specimen-fabrication parameters have been identified that have a significant impact on experimental results, such as:
  • The material properties and the detailed construction of concrete specimens (the water/cement ratio, cement quality, type and size of aggregates, adequate curing conditions, etc.) [17];
  • Appropriate specimen preparation (careful cleaning, the application of the matrix, etc.);
  • The application of composite materials (the type of composite material, selection of weaving pattern, placement and orientation of fibers, number of layers, quantity and density of resinous materials, proper confinement, length of the coating, etc.) [18].
Several experimental studies on concrete confined with FRP jackets were carried out, aiming at the development of reliable and accurate numerical models of its behavior. However, most of these studies were intended to develop analytical models based on relatively limited experimental results. Obviously, the main issue related to these models is that they are biased, and their applicability is limited to experimental data from studies that contain different type of specimen [8]. Since these analytical models were developed using experimental data, they can be only as good as the data from which they were derived. In order to ensure that models are not biased, it is imperative to use extensive databases, containing specimens of different sizes and concrete strengths, confined using different FRP materials.
Experimental databases have played an extremely important role in examining and understanding several physical phenomena, and they were the basis for the development of numerous experimental equations. More specifically, several researchers dealing with concrete confinement attempted to compile databases for use as essential verification tools for evaluating a model’s effectiveness. Comprehensive reviews of experimental data on circular concrete specimens, the field of interest of this study, were reported by various researchers.
Lam and Teng [19] presented 199 test results categorized into three sets, according to the method used to determine the FRP material properties (flat coupons, splitting tests, and manufacturers, or unspecified sources). The statistical characteristics of these three sets of data showed that there is a linear relationship between the strength of confined concrete and the lateral confining pressure, whereas the unconfined concrete strength, the size, and the length-to-diameter ratio of the specimens and the FRP type do not contribute significantly on the confinement effectiveness. In addition, the authors’ database was used to assess the performance of nine existing strength models for FRP-confined concrete. The test results showed a large scatter in terms of FRP-confinement effectiveness, revealing the limited test data and the inaccuracy in the reported FRP material properties as the main causes.
De Lorenzis and Tepfers [17] collected the experimental results of about 180 tests from 17 different experimental sets available in the literature. Both FRP wrapped confined specimens and confined specimens cast in FRP tubes were taken into consideration. The experimental results were compared to those of analytical models in an attempt to identify the most significant variables for compressive-strength enhancement. According to the authors, most of the available analytical models at the time were considered as empirical and were biased because they were calibrated against the experimental data sets of each study. Moreover, the authors claimed that the number of layers, the thickness, the elastic modulus of the FRP composite, and the cylinder’s diameter were among the most important parameters affecting the ultimate strain. Furthermore, the FRP wraps were observed to rupture prematurely, at a tensile strain that was lower than the FRP uniaxial ultimate tensile strain. The FRP tubes, on the other hand, failed close to the predicted tensile strength.
Turgay et al. [20] employed 127 datasets of concrete cylinders confined with CFRP composite jackets in order to evaluate the compressive-strength predictions of five existing analytical models, aiming to determine the most accurate approach. According to their findings, the models overestimate the effect of confinement as the number of FRP layers used for confinement increases.
Realfonzo and Napoli [21] presented 465 compression tests performed on FRP-wrapped concrete cylinders. The collected results were used to perform a statistical evaluation of the influence of unconfined concrete strength ( f c o ) and fiber type on the FRP strain-efficiency factor ( k ε ). Their study showed that the concrete strength has no significant effect on the efficiency factor. However, as the stiffness of the confining jacket rises, the value of the efficiency factor appears to slightly decrease.
According to Ozbakkaloglu and Lim [22], who presented 832 test results, covering 99 studies published between 1991 and 2013, the type of fiber used for confinement may influence the strain-reduction factor ( k ε ). In addition, the authors suggested that the instrumentation arrangement used in specimen testing may significantly affect the accurate measurement of the ultimate axial strain ( ε c u ) and hoop-rupture strain ( e h , r u p ), whereas the confinement technique used for specimens, FRP wrapping or tube encasing, does not appear to influence FRP-confined concrete’s ultimate conditions.
Wang et al. [23] reported 77 test results on partially FRP-confined concrete. Their study pointed out that the failure modes of the partially FRP-confined specimens were different according to the applied strip gaps. In particular, when the strip gaps exceeded the specimen’s diameter, the effectiveness of confinement was negligible, even though a high FRP volumetric ratio was used. On the other hand, the specimens with relatively small strip gaps failed due to FRP strip rupture.
However, some researchers, such as Wu et al. [24] and Bisby et al. [25] used published experimental data alongside their own experimental results to test their proposed models, without presenting all the detailed parameters of the experimental studies they utilized.
This paper presents the most extensive and up-to-date database of experimental data compiled from published experiments on cylindrical concrete structural elements confined with fiber-reinforced composite materials. A comprehensive literature review and assessment using specific criteria led to the compilation of 1470 test results from experimental studies conducted between 1991 and 2022 (almost double the size of the largest similar database, published by Ozbakaloglou and Lim [15]). The database provides information on material properties as well as experimental results, which are used to assess the effects of several parameters, such as unconfined concrete strength, fiber type, method of confinement, and axial rigidity, on the performance and efficiency of the confinement. Moreover, the presented database can be used as a base for the development and verification of analytical models, as well as for the implementation of statistical methodologies.

2. Experimental Database

A number of experiments on confined circular concrete specimens were identified through an extensive literature review. Data related to common test features, such as geometrical characteristics of the specimens, mechanical properties of the concrete, and information on the composite material, were carefully collected from each experimental study. All reported parameters were compiled into a complete experimental database that included 1470 experimental specimens.
More specifically, the database includes the following information for each specimen: geometrical properties, such as diameter ( D ) and height ( H ), and mechanical properties such as unconfined concrete strength ( f c o ) and strain ( ε c o ). Regarding the confining FRP material, information on elastic modulus ( E f ), ultimate tensile strength ( f f ), total composite thickness ( t f ), and number of layers (num) is included on the database. The results of the experiments include ultimate compressive stress ( f c c ) and the corresponding ultimate axial strain ( ε c u ) of each confined specimen, as well as the average hoop strain at rupture ( ε h _ r u p ).
The authors aimed to compile a database with the lowest possible variability. With this in mind, great attention was paid to the consistency of the experimental data collected. Therefore, the test results present on this database had to satisfy certain criteria. The selection criteria used for the collection of data were:
  • Concrete specimens with a circular cross-section, with a height-to-diameter ratio of less than three.
  • Fiber sheets used for confinement oriented in the specimens’ traverse direction.
  • Specimens tested by a hydraulic-compression testing machine under monotonic, concentric loading.
  • Datasets included specimens with ultimate conditions that corresponded to FRP rupture. Specimens that failed due to debonding of the FRP were excluded from the database.
The collected experimental data were initially categorized into two groups, according to the confinement technique. The term “Wraps” is used to describe specimens confined with externally bonded composite material, wrapped around the specimen, while the term “Tubes” is used to describe specimens cast in a prefabricated cylindrical composite mold.
A further distinction is made based on the unconfined concrete’s compressive strength, which is known to affect confinement characteristics. Specimens with unconfined compressive strength of less than 15 MPa are listed as low in strength. For unconfined compressive strength values of up to 55 MPa, specimens are described as normal in strength, and specimens with unconfined strength above 55MPa are described as high in strength [26].
The database consists of 22 low’ and 959 normal-strength and FRP-wrapped specimens, 157 tube-encased normal-strength specimens, 209 high-strength FRP-wrapped specimens, and 123 high-strength tube-encased specimens. Moreover, a further set of distinctions is provided in Table 1, according to the type of fibers used as wrapping materials:
  • CFRP: carbon fibers
  • GFRP: glass fibers
  • AFRP: aramid fibers
  • HM_UHM_CFRP (high modulus–ultra-high modulus CFRP): carbon fibers with a high or ultra-high elasticity modulus (E > 350 GPa).
  • UB_TUBE (unbonded tube/CFRP, GFRP, AFRP): carbon, glass, or aramid fibers in the form of a prefabricated mantle (seamless) that can only be applied to new constructions. Due to the relatively small number of specimens, there is no category for fibers used for tube-encased specimens.
The experimental database is provided in the next two tables. More specifically, Table 2 includes experimental data from concrete specimens wrapped using externally bonded FRP sheets, whereas Table 3 presents data from experiments performed on specimens made by concrete casting in prefabricated FRP tubes. The formats of these two tables are identical. The first column presents the reference of the data, followed by the type of the confining material, as noted in Table 1, with the suffixes of L, N, or H for low, normal, and high compressive unconfined concrete strength of the specimen used. The next two columns present the geometrical properties of the cylindrical concrete specimens, such as diameter ( D ) and height ( H ). The concretes’ mechanical properties follow, including the unconfined concrete strength ( f c o ) and corresponding strain ( ε c o ), axial rigidity ( ρ f E f ) as the product of material elastic modulus ( E f r p ) and FRP volumetric ratio ( ρ f ) , which is calculated in the subsequent column using Equation (2):
ρ f = 4 × t F R P D
In the next four columns, FRP -related properties are presented, including elastic modulus ( E f ), tensile strength ( f f ), total jacket thickness ( t f ), and number of layers. Experimental results, such as ultimate compressive strength ( f c c ) and ultimate axial compressive strain of the confined concrete ( ε c u ), as well as average hoop strain at rupture ( ε h _ r u p ), are shown in the three subsequent columns.
Several researchers have claimed that mechanical properties of FRP measured in laboratory experiments are inferior to those provided by the manufacturers. Obviously, the hand-layup procedure affects the quality of the final material. Thus, it would have been ideal if all researchers had provided the mechanical properties of the FRP materials obtained from their experiments. Moreover, some researchers do not indicate the origin of their FRP properties, such as Micelli et al. [27], Karantzikis et al. [28], Ongpeng [29], and Aire et al. [30]. In these cases, it is assumed that the authors published the manufacturer’s data. Some others, such as Mandal et al. [31], report some properties obtained through coupon tests, while others reported those provided by the FRP manufacturer.
It is well documented that the FRP hoop-rupture strain does not match the ultimate FRP axial tensile strain, and that it can be calculated from the fiber properties using the strain reduction factor ( k ε , f ) [32]. More specifically, the strain-reduction factors k ε , f   are calculated in this study as the ratio of the average hoop strain at rupture ( ε h _ r u p ) in the FRP jacket to the ultimate tensile strain of the fibers ( ε f ) specified by the manufacturer. The strain-reduction factors, k ε , f r p , are calculated using the FRP-composite ultimate strain ε f r p instead of the ε f . It should be noted that hoop-rupture strains were obtained from strains recorded outside the overlap region of the composite jacket.
Finally, the last two columns provide information on the instrumentation used to obtain experimental measurements. The experimental setup used during a uniaxial concrete-compression test is quite simple. Typically, the load is measured using a load cell, and the strain is obtained using strain gauges externally bonded longitudinally and circumferentially to the specimen. However, strain gauges are known to record strains at specific points; thus, obtaining average strain requires the use of multiple sensors. Moreover, strain gauges are not reusable. Therefore, the use of strain gages is associated with relatively high costs, which leads many researchers to use other measurement methodologies.
The axial deformation of concrete specimens was recorded using different sensors/methods. While most researchers used strain gauges, some used compressometers, devices that consist of two aluminum rings, to which linear variable-displacement transformers are attached. Another methodology that was utilized was the use of digital cameras, known as digital-image correlation technique (DICT), a very precise, but quite expensive method. In order to provide detailed information, the following categories were created based on the method used to measure axial strains. In parentheses, the acronym for each category is mentioned:
(a)
The digital-image-correlation technique (ADICT);
(b)
Linear voltage-displacement transformers (LVDT’s) and/or dial gauges mounted on the loading plates, stroke, or load cell. In this way, the displacement was measured over the full height of the specimen (ADF);
(c)
LVDTs mounted on specimens using compressometers in order to avoid measuring the local strain on the ends of the specimen, or large-scale extensometers. Using this method, the gauge length was less than the specimen height (ADM);
(d)
Strain gauges bonded on the specimens (ASG).
The following four categories were used for the measurements of the lateral strain:
(a)
Digital-image-correlation technique (LDICT);
(b)
LVDTs and dial gauges in the hoop direction (LDL);
(c)
Strain gauges attached circumferentially (LSG).
However, a number of studies did not specify the type of instrumentation used to obtain the experimental values (N/A).
Table 2. Test database of FRP-wrapped concrete specimens.
Table 2. Test database of FRP-wrapped concrete specimens.
PaperConfining
Material
Cylinder
Dimensions
Concrete PropertiesFRP Jacket PropertiesMeasured Ultimate
Conditions
Hoop-Rupture-Strain FactorsMeasurement
Method
AuthorFiber TypeD (mm)H (mm)f′co (MPa)εco (%)ρf Ef
(GPa)
ρfEf (GPa)ff (MPa)tf (mm)Layers (num)f′cc (MPa)εcu (%)εh_rup (%)kε_FRPkε_fLateral StrainAxial Strain
Erdil et al. [33]CFRP_L15030011.100.301.010.00423034300.17132.904.20---LSGASG
Ilki et al. [16]CFRP_L1503006.200.201.010.00423034300.17125.303.900.670-0.449LSGASG
Ilki et al. [16]CFRP_L1503006.200.201.010.00423034300.17119.402.60---LSGASG
Ilki et al. [16]CFRP_L1503006.200.202.030.00923034300.33241.905.901.300-0.872LSGASG
Ilki et al. [16]CFRP_L1503006.200.202.030.00923034300.33240.005.90---LSGASG
Ilki et al. [16]CFRP_L1503006.200.203.050.01323034300.50352.206.90---LSGASG
Ilki et al. [16]CFRP_L1503006.200.203.050.01323034300.50356.907.501.100-0.738LSGASG
Ilki et al. [16]CFRP_L1503006.200.204.070.01823034300.66476.608.80---LSGASG
Ilki et al. [16]CFRP_L1503006.200.204.070.01823034300.66469.707.60---LSGASG
Ilki et al. [16]CFRP_L1503006.200.205.090.02223034300.83587.709.10---LSGASG
Ilki et al. [16]CFRP_L1503006.200.205.090.02223034300.83582.709.40---LSGASG
Ilki et al. [16]CFRP_L1503006.200.206.110.02723034300.996108.3010.40---LSGASG
Ilki et al. [16]CFRP_L1503006.200.206.110.02723034300.996103.309.60---LSGASG
Karantzikis et al. [28]CFRP_L20035012.100.220.550.00223035000.12129.251.92---N/AN/A
Pon et al. [34]CFRP_L4509007.10-0.460.00223544100.22215.50----N/AN/A
Pon et al. [34]CFRP_L4509007.10-0.690.00323544100.33321.20----N/AN/A
Pon et al. [34]CFRP_L3006007.20-0.690.00323544100.22221.10----N/AN/A
Pon et al. [34]CFRP_L3006007.20-1.040.00423544100.33326.80----N/AN/A
Pon et al. [34]CFRP_L60012007.40-0.340.00123544100.22212.80----N/AN/A
Pon et al. [34]CFRP_L60012007.40-0.520.00223544100.33316.70----N/AN/A
Pon et al. [34]CFRP_L1503009.60-1.380.00623544100.22234.10----N/AN/A
Pon et al. [34]CFRP_L1503009.60-2.070.00923544100.33344.90----N/AN/A
Abdelrahman and El-Hacha [35]CFRP_N30060038.30-0.330.005658950.38272.00----LDICTADICT
Aire et al. [30]CFRP_N15030042.000.240.750.00324039000.12146.000.920.380-0.234LSGASG
Aire et al. [30]CFRP_N15030042.000.242.250.00924039000.35377.002.120.880-0.542LSGASG
Aire et al. [30]CFRP_N15030042.000.244.510.01924039000.706108.003.161.320-0.812LSGASG
Akogbe et al. [36]CFRP_N10020026.500.311.620.00724232480.17164.302.55---LSGASG
Akogbe et al. [36]CFRP_N10020026.500.311.620.00724232480.17163.002.18---LSGASG
Akogbe et al. [36]CFRP_N10020026.500.311.620.00724232480.17166.402.29---LSGASG
Akogbe et al. [36]CFRP_N10020026.500.311.620.00724232480.17164.802.48---LSGASG
Akogbe et al. [36]CFRP_N20040021.700.221.620.00724232480.33264.302.79---LSGASG
Akogbe et al. [36]CFRP_N20040021.700.221.620.00724232480.33269.102.69---LSGASG
Akogbe et al. [36]CFRP_N20040021.700.221.620.00724232480.33260.102.10---LSGASG
Akogbe et al. [36]CFRP_N20040021.700.221.620.00724232480.33266.302.54---LSGASG
Akogbe et al. [36]CFRP_N30060024.500.221.620.00724232480.50358.801.80---LSGASG
Akogbe et al. [36]CFRP_N30060024.500.221.620.00724232480.50359.402.00---LSGASG
Akogbe et al. [36]CFRP_N30060024.500.221.620.00724232480.50363.001.90---LSGASG
Akogbe et al. [36]CFRP_N30060024.500.221.620.00724232480.50360.602.00---LSGASG
Al-Salloum [37]CFRP_N15030032.400.212.420.032759351.20183.163.23---N/AN/A
Al-Salloum [37]CFRP_N15030036.200.212.420.032759351.20185.043.23---N/AN/A
Benzaid et al. [38]CFRP_N16032025.930.270.770.00323843000.13139.631.281.310-0.725LSGASG
Benzaid et al. [38]CFRP_N16032025.930.272.330.01023843000.39366.141.521.320-0.731LSGASG
Benzaid et al. [38]CFRP_N16032049.460.170.770.00323843000.13152.750.250.290-0.161LSGASG
Benzaid et al. [38]CFRP_N16032049.460.172.330.01023843000.39382.910.731.320-0.731LSGASG
Berthet et al. [39]CFRP_N16032025.000.230.950.00423032000.17142.801.630.957-0.688LSGASG
Berthet et al. [39]CFRP_N16032025.000.230.950.00423032000.17137.800.930.964-0.693LSGASG
Berthet et al. [39]CFRP_N16032025.000.230.950.00423032000.17145.801.670.960-0.690LSGASG
Berthet et al. [39]CFRP_N16032025.000.231.900.00823032000.33256.701.730.899-0.646LSGASG
Berthet et al. [39]CFRP_N16032025.000.231.900.00823032000.33255.201.580.911-0.655LSGASG
Berthet et al. [39]CFRP_N16032025.000.231.900.00823032000.33256.101.680.908-0.653LSGASG
Berthet et al. [39]CFRP_N16032040.100.200.630.00323032000.11149.800.551.015-0.730LSGASG
Berthet et al. [39]CFRP_N16032040.100.200.630.00323032000.11150.800.660.952-0.684LSGASG
Berthet et al. [39]CFRP_N16032040.100.200.630.00323032000.11148.800.611.203-0.865LSGASG
Berthet et al. [39]CFRP_N16032040.100.200.950.00423032000.17253.700.660.880-0.633LSGASG
Berthet et al. [39]CFRP_N16032040.100.200.950.00423032000.17254.700.620.853-0.613LSGASG
Berthet et al. [39]CFRP_N16032040.100.200.950.00423032000.17251.800.641.042-0.749LSGASG
Berthet et al. [39]CFRP_N16032040.100.201.270.00623032000.22259.700.600.788-0.566LSGASG
Berthet et al. [39]CFRP_N16032040.100.201.270.00623032000.22260.700.690.830-0.597LSGASG
Berthet et al. [39]CFRP_N16032040.100.201.270.00623032000.22260.200.730.809-0.581LSGASG
Berthet et al. [39]CFRP_N16032040.100.202.540.01123032000.44491.601.440.924-0.664LSGASG
Berthet et al. [39]CFRP_N16032040.100.202.540.01123032000.44489.601.360.967-0.695LSGASG
Berthet et al. [39]CFRP_N16032040.100.202.540.01123032000.44486.601.170.885-0.636LSGASG
Berthet et al. [39]CFRP_N16032040.100.205.730.02523032000.999142.402.460.989-0.711LSGASG
Berthet et al. [39]CFRP_N16032040.100.205.730.02523032000.999140.402.391.002-0.720LSGASG
Berthet et al. [39]CFRP_N16032040.100.207.650.03323032001.3212166.302.700.999-0.718LSGASG
Berthet et al. [39]CFRP_N16032052.000.231.900.00823032000.33282.600.830.934-0.671LSGASG
Berthet et al. [39]CFRP_N16032052.000.231.900.00823032000.33282.800.700.865-0.622LSGASG
Berthet et al. [39]CFRP_N16032052.000.231.900.00823032000.33282.300.770.891-0.640LSGASG
Berthet et al. [39]CFRP_N16032052.000.233.810.01723032000.664108.101.140.667-0.479LSGASG
Berthet et al. [39]CFRP_N16032052.000.233.810.01723032000.664112.001.120.871-0.626LSGASG
Berthet et al. [39]CFRP_N16032052.000.233.810.01723032000.664107.901.120.882-0.634LSGASG
Bisby et al. [40]CFRP_N15030034.400.330.740.00323141000.12144.100.800.930-0.524LDICTADICT
Bisby et al. [40]CFRP_N15030034.400.330.740.00323141000.12144.100.871.100-0.620LDICTADICT
Bisby et al. [40]CFRP_N15030034.400.330.740.00323141000.12143.000.901.210-0.682LDICTADICT
Bisby et al. [41]CFRP_N10020028.000.251.110.00523141000.12163.00----LSGASG
Bisby et al. [41]CFRP_N10020028.000.251.110.00523141000.12161.001.321.020-0.575LSGASG
Bisby et al. [41]CFRP_N10020028.000.251.110.00523141000.12153.001.061.000-0.563LSGASG
Bouchelaghem et al. [42]CFRP_N16032026.00-0.720.013557500.52156.28----LSGASG
Campione et al. [43]CFRP_N10020020.100.211.520.00723034300.17249.602.55---N/AN/A
Carey and Harries [44]CFRP_N25476238.900.301.150.016738751.00154.801.041.000-0.829LSGADM
Carey and Harries [44]CFRP_N15230533.500.231.130.045253501.70146.800.931.480-1.057LSGADM
Carey and Harries [44]CFRP_N15230532.10-0.660.00325035000.10132.90----LSGADM
Carey and Harries [44]CFRP_N15230532.10-1.320.00525035000.20241.70----LSGADM
Carey and Harries [44]CFRP_N15230532.10-1.980.00825035000.30352.20----LSGADM
Carey and Harries [44]CFRP_N25476233.20-1.150.016738701.00154.801.20---LSGADM
Carey and Harries [44]CFRP_N15330533.50-1.310.00525035000.20147.00----LSGADM
Carey and Harries [44]CFRP_N25476238.90-1.150.016738751.00154.20----LSGADM
Chastre and Silva [45]CFRP_N25075035.20-1.360.00624137110.35267.761.11---LSGADF
Chastre and Silva [45]CFRP_N15075038.00-2.020.00922632540.33275.811.28---LSGADF
Chastre and Silva [45]CFRP_N15175038.00-2.010.00922732690.33268.990.99---LSGADF
Chastre and Silva [45]CFRP_N15275038.00-2.010.00922832830.33283.821.25---LSGADF
Chastre and Silva [45]CFRP_N15375038.00-3.010.01322932980.503107.761.87---LSGADF
Cui and Sheikh [46]CFRP_N15230548.100.222.250.026858161.00186.601.531.1241.171-LSGADM
Cui and Sheikh [46]CFRP_N15230548.100.224.530.053858162.002109.402.010.9681.008-LSGADM
Cui and Sheikh [46]CFRP_N15230548.100.224.530.053858162.002126.702.661.2121.263-LSGADM
Cui and Sheikh [46]CFRP_N15230548.100.226.840.081858163.003162.703.091.1581.206-LSGADM
Cui and Sheikh [46]CFRP_N15230548.100.226.840.081858163.003153.602.891.0351.078-LSGADM
Cui and Sheikh [46]CFRP_N15230545.600.250.700.00324136390.11157.701.211.678-1.111LSGADM
Cui and Sheikh [46]CFRP_N15230545.600.250.700.00324136390.11155.401.311.599-1.059LSGADM
Cui and Sheikh [46]CFRP_N15230545.600.251.400.00624136390.22278.001.971.616-1.070LSGADM
Cui and Sheikh [46]CFRP_N15230545.600.251.400.00624136390.22286.802.141.801-1.193LSGADM
Cui and Sheikh [46]CFRP_N15230545.600.252.100.00924136390.333106.502.901.786-1.183LSGADM
Cui and Sheikh [46]CFRP_N15230545.600.252.100.00924136390.333106.002.831.798-1.191LSGADM
Cui and Sheikh [46]CFRP_N15230548.100.222.250.026858161.00180.901.511.0521.096-LSGADM
De Lorenzis et al. [47]CFRP_N15030038.00-1.100.0129110280.45362.000.950.8000.709-LSGASG
De Lorenzis et al. [47]CFRP_N15030038.00-1.100.0129110280.45367.301.350.8000.709-LSGASG
De Lorenzis et al. [47]CFRP_N12024043.00-0.910.0109110280.30258.501.160.7000.620-LSGASG
De Lorenzis et al. [47]CFRP_N12024043.00-0.910.0109110280.30265.600.950.8000.709-LSGASG
Demers and Neale [48]CFRP_N15230532.20-0.660.026253801.00141.101.41---N/AN/A
Demers and Neale [48]CFRP_N15230543.70-0.660.026253801.00148.400.97---N/AN/A
Demers and Neale [48]CFRP_N15230543.70-2.010.081253803.00375.201.83---N/AN/A
Demers and Neale [48]CFRP_N15230543.70-2.010.081253803.00373.401.83---N/AN/A
Dias da Silva and Santos [49]CFRP_N15060028.20-0.700.00324037000.11131.400.390.2600.1690.169LSGASG
Dias da Silva and Santos [49]CFRP_N15060028.20-1.410.00624037000.22257.402.051.1800.7650.765LSGASG
Dias da Silva and Santos [49]CFRP_N15060028.20-2.120.00924037000.33369.502.591.1400.7390.739LSGASG
Elsanadedy et al. [50]CFRP_N5010053.800.346.310.082778461.001146.201.56---LSGADM
Elsanadedy et al. [50]CFRP_N10020049.100.363.120.040778461.00194.501.09---LSGADM
Elsanadedy et al. [50]CFRP_N10020049.100.366.310.082778462.002146.001.54---LSGADM
Elsanadedy et al. [50]CFRP_N15030041.100.362.080.027778461.00176.400.95---LSGADM
Elsanadedy et al. [50]CFRP_N15030041.100.364.180.054778462.002111.501.34---LSGADM
Elsanadedy et al. [50]CFRP_N15030041.100.366.310.082778463.003144.201.49---LSGADM
Erdil et al. [33]CFRP_N15030020.800.301.010.00423034300.17147.503.50---LSGASG
Evans et al. [51]CFRP_N15230537.30-1.480.00624038000.23164.401.311.390-0.878N/AN/A
Green et al. [52]CFRP_N15230546.00-0.590.026222371.00153.00----LSGADM
Green et al. [52]CFRP_N15230546.00-1.190.053222372.00259.00----LSGADM
Harmon and Slattery [53]CFRP_N5110241.00-1.660.00723535000.09186.00----N/AN/A
Harmon and Slattery [53]CFRP_N5110241.00-3.310.01423535000.181120.50----N/AN/A
Harmon and Slattery [53]CFRP_N5110241.00-3.310.01423535000.182117.001.10---N/AN/A
Harmon and Slattery [53]CFRP_N5110241.00-6.380.02723535000.344158.002.00---N/AN/A
Harmon and Slattery [53]CFRP_N5110241.00-12.890.05523535000.697241.003.40---N/AN/A
Harries and Kharel [54]CFRP_N15230532.100.280.420.026161741.00132.900.601.0300.9290.736N/AN/A
Harries and Kharel [54]CFRP_N15230532.100.280.840.053161742.00235.800.861.1901.0740.850N/AN/A
Harries and Kharel [54]CFRP_N15230532.100.281.260.081161743.00352.201.381.5501.3991.107N/AN/A
Hosotani et al. [55]CFRP_N20060041.700.342.140.00924342270.44193.002.10---N/AADF
Howie and Karbahari [56]CFRP_N15230538.60-0.590.008737550.31145.50----N/AN/A
Howie and Karbahari [56]CFRP_N15230538.60-0.590.008737550.31141.90----N/AN/A
Howie and Karbahari [56]CFRP_N15230538.60-0.590.008737550.31147.20----N/AN/A
Howie and Karbahari [56]CFRP_N15230538.60-1.140.0167110470.61256.50----N/AN/A
Howie and Karbahari [56]CFRP_N15230538.60-1.140.0167110470.61260.60----N/AN/A
Howie and Karbahari [56]CFRP_N15230538.60-1.140.0167110470.61261.90----N/AN/A
Howie and Karbahari [56]CFRP_N15230538.60-1.890.0247811050.92380.90----N/AN/A
Howie and Karbahari [56]CFRP_N15230538.60-1.890.0247811050.92376.40----N/AN/A
Howie and Karbahari [56]CFRP_N15230538.60-1.890.0247811050.92375.80----N/AN/A
Howie and Karbahari [56]CFRP_N15230538.60-3.100.0329613521.22489.50----N/AN/A
Howie and Karbahari [56]CFRP_N15230538.60-3.100.0329613521.22489.90----N/AN/A
Howie and Karbahari [56]CFRP_N15230538.60-3.100.0329613521.22489.00----N/AN/A
Howie and Karbahari [56]CFRP_N15230442.50-1.980.00922735000.33244.870.68---LDLADF
Howie and Karbahari [56]CFRP_N15230442.50-3.960.01722735000.66459.680.84---LDLADF
Howie and Karbahari [56]CFRP_N15230442.50-5.950.02622735000.99677.710.84---LDLADF
Howie and Karbahari [56]CFRP_N15230442.50-7.950.03522735001.32889.480.52---LDLADF
Ilki et al. [57]CFRP_N15030032.000.201.010.00423034300.17147.201.440.790-0.530LSGASG
Ilki et al. [57]CFRP_N15030032.000.203.050.01323034300.50383.803.431.030-0.691LSGASG
Ilki et al. [57]CFRP_N15030032.000.203.050.01323034300.50391.003.921.080-0.724LSGASG
Ilki et al. [57]CFRP_N15030032.000.205.090.02223034300.835107.104.960.640-0.429LSGASG
Ilki et al. [57]CFRP_N15030032.000.205.090.02223034300.835107.704.321.000-0.671LSGASG
Choudhury et al. [58]CFRP_N10020029.16-1.080.00523049000.12155.940.25---LDICTADICT
Choudhury et al. [58]CFRP_N10020028.86-1.080.00523049000.12155.050.25---LDICTADICT
Choudhury et al. [58]CFRP_N15030029.39-0.720.00323049000.12143.870.17---LDICTADICT
Choudhury et al. [58]CFRP_N15030035.21-0.720.00323049000.12147.330.18---LDICTADICT
Choudhury et al. [58]CFRP_N20040032.59-0.540.00223049000.12138.980.13---LDICTADICT
Issa [59]CFRP_N15030023.70-0.740.00323141000.12139.34----LSGASG
Issa [59]CFRP_N15030023.90-0.740.00323141000.12139.83----LSGASG
Issa [59]CFRP_N15030023.60-0.740.00323141000.12141.79----LSGASG
Issa and Karam [60]CFRP_N15030030.50-0.750.00323041000.12135.80----LSGASG
Issa and Karam [60]CFRP_N15030030.50-0.750.00323041000.12137.60----LSGASG
Issa and Karam [60]CFRP_N15030030.50-0.750.00323041000.12142.00----LSGASG
Issa and Karam [60]CFRP_N15030030.50-1.500.00723041000.24248.70----LSGASG
Issa and Karam [60]CFRP_N15030030.50-1.500.00723041000.24250.00----LSGASG
Issa and Karam [60]CFRP_N15030030.50-1.500.00723041000.24264.50----LSGASG
Issa and Karam [60]CFRP_N15030030.50-2.250.01023041000.37368.70----LSGASG
Issa and Karam [60]CFRP_N15030030.50-2.250.01023041000.37364.60----LSGASG
Issa and Karam [60]CFRP_N15030030.50-2.250.01023041000.37375.60----LSGASG
Jiang and Teng [61]CFRP_N15230538.000.224.330.01824125000.682110.102.550.977-0.941LSGASG
Jiang and Teng [61]CFRP_N15230538.000.224.330.01824125000.682107.402.610.965-0.929LSGASG
Jiang and Teng [61]CFRP_N15230538.000.226.500.02724125001.023129.002.790.892-0.859LSGASG
Jiang and Teng [61]CFRP_N15230538.000.226.500.02724125001.023135.703.080.927-0.893LSGASG
Jiang and Teng [61]CFRP_N15230538.000.228.690.03624125001.364161.303.700.872-0.840LSGASG
Jiang and Teng [61]CFRP_N15230538.000.228.690.03624125001.364158.503.540.877-0.844LSGASG
Jiang and Teng [61]CFRP_N15230537.700.280.750.00326025000.11148.500.900.935-0.972LSGASG
Jiang and Teng [61]CFRP_N15230537.700.280.750.00326025000.11150.300.911.092-1.136LSGASG
Jiang and Teng [61]CFRP_N15230544.200.260.750.00326025000.11148.100.690.734-0.763LSGASG
Jiang and Teng [61]CFRP_N15230544.200.260.750.00326025000.11151.100.890.969-1.008LSGASG
Jiang and Teng [61]CFRP_N15230544.200.261.510.00626025000.22265.701.301.184-1.231LSGASG
Jiang and Teng [61]CFRP_N15230544.200.261.510.00626025000.22262.901.030.938-0.976LSGASG
Jiang and Teng [61]CFRP_N15230547.600.282.180.00925125000.33382.701.300.902-0.904LSGASG
Jiang and Teng [61]CFRP_N15230547.600.282.180.00925125000.33385.501.941.130-1.132LSGASG
Jiang and Teng [61]CFRP_N15230547.600.282.180.00925125000.33385.501.821.064-1.066LSGASG
Jiang et al. [62]CFRP_N15030028.380.241.090.00424539220.17156.602.34---N/AADICT
Jiang et al. [62]CFRP_N15030028.380.241.090.00424539220.17155.602.45---N/AADICT
Jiang et al. [62]CFRP_N15030028.380.242.190.00924539220.33286.273.62---N/AADICT
Jiang et al. [62]CFRP_N15030028.380.242.190.00924539220.33285.593.57---N/AADICT
Jiang et al. [62]CFRP_N15030028.380.243.280.01324539220.503117.164.55---N/AADICT
Jiang et al. [62]CFRP_N15030028.380.243.280.01324539220.503118.574.82---N/AADICT
Jiang et al. [62]CFRP_N15030029.880.221.090.00424539220.17156.782.26---N/AADICT
Jiang et al. [62]CFRP_N15030029.880.221.090.00424539220.17150.771.66---N/AADICT
Jiang et al. [62]CFRP_N15030029.880.222.190.00924539220.33286.783.43---N/AADICT
Jiang et al. [62]CFRP_N15030029.880.222.190.00924539220.33289.383.62---N/AADICT
Jiang et al. [62]CFRP_N15030029.880.223.280.01324539220.503116.254.50---N/AADICT
Jiang et al. [62]CFRP_N15030029.880.223.280.01324539220.503108.904.07---N/AADICT
Jiang et al. [62]CFRP_N15030028.360.231.090.00424539220.17151.471.60---N/AADICT
Jiang et al. [62]CFRP_N15030028.360.231.090.00424539220.17155.451.84---N/AADICT
Jiang et al. [62]CFRP_N15030028.360.232.190.00924539220.33282.022.80---N/AADICT
Jiang et al. [62]CFRP_N15030028.360.232.190.00924539220.33283.613.06---N/AADICT
Jiang et al. [62]CFRP_N15030028.360.233.280.01324539220.503111.334.12---N/AADICT
Jiang et al. [62]CFRP_N15030028.360.233.280.01324539220.503109.923.77---N/AADICT
Jiang et al. [62]CFRP_N15030038.580.201.090.00424539220.17167.041.64---N/AADICT
Jiang et al. [62]CFRP_N15030038.580.201.090.00424539220.17166.611.57---N/AADICT
Jiang et al. [62]CFRP_N15030038.580.202.190.00924539220.332102.502.63---N/AADICT
Jiang et al. [62]CFRP_N15030038.580.202.190.00924539220.332100.752.72---N/AADICT
Jiang et al. [62]CFRP_N15030038.580.203.280.01324539220.503130.623.39---N/AADICT
Jiang et al. [62]CFRP_N15030038.580.203.280.01324539220.503132.483.62---N/AADICT
Karabinis and Rousakis [63]CFRP_N20032038.500.280.560.00224037200.12143.000.80---N/AADM
Karabinis and Rousakis [63]CFRP_N20032038.500.280.560.00224037200.12141.600.71---N/AADM
Karabinis and Rousakis [63]CFRP_N20032038.500.280.560.00224037200.12146.000.35---N/AADM
Karabinis and Rousakis [63]CFRP_N20032038.500.281.120.00524037200.23251.500.88---N/AADM
Karabinis and Rousakis [63]CFRP_N20032038.500.281.120.00524037200.23250.000.58---N/AADM
Karabinis and Rousakis [63]CFRP_N20032038.500.281.120.00524037200.23255.000.86---N/AADM
Karabinis and Rousakis [63]CFRP_N20032038.500.281.690.00724037200.35367.001.76---N/AADM
Karabinis and Rousakis [63]CFRP_N20032038.500.280.560.00224037200.12142.500.86---N/AADM
Karabinis and Rousakis [63]CFRP_N20032038.500.280.560.00224037200.12142.001.24---N/AADM
Karabinis and Rousakis [63]CFRP_N20032035.700.190.560.00224037200.12141.000.30---N/AADM
Karabinis and Rousakis [63]CFRP_N20032035.700.191.120.00524037200.23250.000.60---N/AADM
Karabinis and Rousakis [63]CFRP_N20032035.700.191.120.00524037200.23248.501.04---N/AADM
Karabinis and Rousakis [63]CFRP_N20032035.700.191.120.00524037200.23250.001.07---N/AADM
Karabinis and Rousakis [63]CFRP_N20032035.700.191.690.00724037200.35363.001.72---N/AADM
Karabinis and Rousakis [63]CFRP_N20032035.700.191.690.00724037200.35367.501.71---N/AADM
Karabinis and Rousakis [63]CFRP_N20032035.700.191.690.00724037200.35365.501.69---N/AADM
Karam and Tabbara [64]CFRP_N15030012.800.470.740.00323136500.12117.801.37---N/AADF
Karam and Tabbara [64]CFRP_N15030012.800.471.480.00623136500.24231.802.78---N/AADF
Karbhari and Gao [65]CFRP_N15230538.40-2.410.01713810470.66259.701.30---N/AADF
Karbhari and Gao [65]CFRP_N15230538.40-2.030.0267711050.99377.702.20---N/AADF
Karbhari and Gao [65]CFRP_N15230538.40-3.350.0359613521.32489.502.40---N/AADF
Kono et al. [66]CFRP_N10020034.30-1.570.00723538200.17157.400.790.840-0.517N/AN/A
Kono et al. [66]CFRP_N10020034.30-1.570.00723538200.17164.901.110.920-0.566N/AN/A
Kono et al. [66]CFRP_N10020032.30-1.570.00723538200.17158.20----N/AN/A
Kono et al. [66]CFRP_N10020032.30-1.570.00723538200.17161.801.070.960-0.591N/AN/A
Kono et al. [66]CFRP_N10020032.30-1.570.00723538200.17157.701.070.630-0.388N/AN/A
Kono et al. [66]CFRP_N10020032.30-3.150.01323538200.33280.201.750.890-0.548N/AN/A
Kono et al. [66]CFRP_N10020032.30-4.730.02023538200.50386.901.650.770-0.474N/AN/A
Kono et al. [66]CFRP_N10020032.30-4.730.02023538200.50390.101.590.670-0.412N/AN/A
Kono et al. [66]CFRP_N10020034.80-1.570.00723538200.17157.800.940.910-0.560N/AN/A
Kono et al. [66]CFRP_N10020034.80-1.570.00723538200.17155.601.050.890-0.548N/AN/A
Kono et al. [66]CFRP_N10020034.80-1.570.00723538200.17150.700.980.610-0.375N/AN/A
Kono et al. [66]CFRP_N10020034.80-3.150.01323538200.33282.702.060.660-0.406N/AN/A
Kono et al. [66]CFRP_N10020034.80-3.150.01323538200.33281.40-0.880-0.541N/AN/A
Kono et al. [66]CFRP_N10020034.80-4.730.02023538200.503103.302.360.910-0.560N/AN/A
Kono et al. [66]CFRP_N10020034.80-4.730.02023538200.503110.102.490.800-0.492N/AN/A
Kono et al. [66]CFRP_N10020032.30-1.600.00723538200.17159.20----N/AN/A
Kono et al. [66]CFRP_N10020032.30-4.720.02023538200.50388.50----N/AN/A
Kono et al. [66]CFRP_N10020034.30-1.600.00723538200.17161.20----N/AN/A
Kono et al. [66]CFRP_N10020034.80-1.600.00723538200.17154.70----N/AN/A
Kono et al. [66]CFRP_N10020034.80-3.110.01323538200.33282.10----N/AN/A
Kono et al. [66]CFRP_N10020034.80-4.720.02023538200.503106.70----N/AN/A
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Lin and Li [73]CFRP_N10020017.90-1.280.00623241700.14146.08----LSGADF
Lin and Li [73]CFRP_N15030018.30-1.700.00723241700.28255.74----LSGADF
Lin and Li [73]CFRP_N12024017.70-2.130.00923241700.28263.47----LSGADF
Lin and Li [73]CFRP_N10020017.90-2.560.01123241700.28271.46----LSGADF
Lin and Li [73]CFRP_N15030018.30-2.560.01123241700.41373.57----LSGADF
Lin and Li [73]CFRP_N12024017.70-3.200.01423241700.41385.61----LSGADF
Lin and Li [73]CFRP_N10020017.90-3.850.01723241700.41393.33----LSGADF
Lin and Li [73]CFRP_N15030023.20-0.850.00423241700.14145.41----LSGADF
Lin and Li [73]CFRP_N12024023.20-1.070.00523241700.14149.11----LSGADF
Lin and Li [73]CFRP_N10020023.50-1.280.00623241700.14157.37----LSGADF
Lin and Li [73]CFRP_N15030023.20-1.700.00723241700.28261.98----LSGADF
Lin and Li [73]CFRP_N12024023.20-2.130.00923241700.28276.90----LSGADF
Lin and Li [73]CFRP_N10020023.50-2.560.01123241700.28281.91----LSGADF
Lin and Li [73]CFRP_N15030023.20-2.560.01123241700.41384.46----LSGADF
Lin and Li [73]CFRP_N12024023.20-3.200.01423241700.41391.17----LSGADF
Lin and Li [73]CFRP_N10020023.50-3.850.01723241700.413103.77----LSGADF
Lin and Li [73]CFRP_N15030025.50-0.850.00423241700.14149.02----LSGADF
Lin and Li [73]CFRP_N12024025.90-1.070.00523241700.14156.40----LSGADF
Lin and Li [73]CFRP_N10020025.50-1.280.00623241700.14162.26----LSGADF
Lin and Li [73]CFRP_N15030025.50-1.700.00723241700.28269.82----LSGADF
Lin and Li [73]CFRP_N12024025.90-2.130.00923241700.28281.29----LSGADF
Lin and Li [73]CFRP_N10020025.50-2.560.01123241700.28290.54----LSGADF
Lin and Li [73]CFRP_N15030025.50-2.560.01123241700.41388.73----LSGADF
Lin and Li [73]CFRP_N12024025.90-3.200.01423241700.41398.73----LSGADF
Lin and Li [73]CFRP_N10020025.50-3.850.01723241700.413109.48----LSGADF
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Stanton and Owen [93]CFRP_N15330549.00-2.270.00926242000.332103.451.80---LSGADF
Stanton and Owen [93]CFRP_N15330549.00-4.140.01723842000.664151.722.30---LSGADF
Stanton and Owen [93]CFRP_N15330549.00-6.220.02623842000.996213.793.70---LSGADF
Stanton and Owen [93]CFRP_N15330549.00-8.310.03523842001.328275.864.60---LSGADF
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Touhari and Mitiche-Kettab [97]CFRP_N16032024.000.270.860.025344031.00147.001.691.2700.907-LDLASG
Touhari and Mitiche-Kettab [97]CFRP_N16032024.000.270.860.025344031.00145.301.561.2700.900-LDLASG
Touhari and Mitiche-Kettab [97]CFRP_N16032024.000.270.860.025344031.00129.500.931.2600.365-LDLASG
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Touhari and Mitiche-Kettab [97]CFRP_N16032024.000.272.600.076344033.00372.902.911.1600.771-LDLASG
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Touhari and Mitiche-Kettab [97]CFRP_N16032041.600.310.860.025344031.00161.301.250.6700.829-LDLASG
Touhari and Mitiche-Kettab [97]CFRP_N16032041.600.310.860.025344031.00162.901.291.1600.864-LDLASG
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Touhari and Mitiche-Kettab [97]CFRP_N16032041.600.311.720.051344032.00276.601.841.0000.843-LDLASG
Touhari and Mitiche-Kettab [97]CFRP_N16032041.600.311.720.051344032.00277.001.991.1800.850-LDLASG
Touhari and Mitiche-Kettab [97]CFRP_N16032041.600.312.600.076344033.00396.902.521.1900.814-LDLASG
Touhari and Mitiche-Kettab [97]CFRP_N16032041.600.312.600.076344033.00395.902.301.1400.793-LDLASG
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Toutanji and Deng [98]CFRP_N7615230.90-2.680.01223134850.22295.00----LSGASG
Toutanji and Deng [98]CFRP_N7615231.80-3.570.03011820590.575140.90----LSGASG
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Wu and Jiang [105]CFRP_N15030028.70-1.130.00425441920.17154.822.14---LSGADM
Wu and Jiang [105]CFRP_N15030030.10-2.270.00925441920.33288.143.89---LSGADM
Wu and Jiang [105]CFRP_N15030030.10-2.270.00925441920.33290.403.80---LSGADM
Wu and Jiang [105]CFRP_N15030020.60-1.080.00424244410.17150.35-1.4100.734-LSGADM
Wu and Jiang [105]CFRP_N15030020.60-1.080.00424244410.17152.95-1.5600.813-LSGADM
Wu and Jiang [105]CFRP_N15030020.60-1.080.00424244410.17153.23-1.4300.745-LSGADM
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Wu and Jiang [105]CFRP_N15030020.60-2.160.00924244410.33286.55-1.8600.969-LSGADM
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Wu and Jiang [105]CFRP_N15030020.60-3.240.01324244410.503109.97-1.7300.901-LSGADM
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Wu and Jiang [105]CFRP_N15030024.80-1.080.00424244410.17161.66-1.8100.943-LSGADM
Wu and Jiang [105]CFRP_N15030024.80-1.080.00424244410.17156.68-1.5600.813-LSGADM
Wu and Jiang [105]CFRP_N15030024.80-1.080.00424244410.17156.91-2.0401.063-LSGADM
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Wu and Jiang [105]CFRP_N15030036.70-2.160.00924244410.33297.64-1.6800.875-LSGADM
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Xiao and Wu [107]CFRP_N15230533.70-1.060.01010515770.38149.701.401.1500.766-LSGADM
Xiao and Wu [107]CFRP_N15230533.70-1.060.01010515770.38149.401.240.8700.579-LSGADM
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Xiao and Wu [107]CFRP_N15230555.20-3.180.03010515771.143106.501.430.7600.506-LSGADM
Xiao and Wu [107]CFRP_N15230555.20-3.180.03010515771.143108.001.450.8500.566-LSGADM
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Al-Salloum Y.A. [113]CFRP_N15030032.40-2.420.032759351.20183.16----LSGASG
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Toutanji and Balaguru [115]CFRP_N7630531.800.202.650.01222834850.22298.701.79---LSGASG
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Lin and Chen [116]CFRP_N12024032.70-5.300.0341587701.00277.30----N/AN/A
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Abdollahi et al. [117]GFRP_N15030025.100.230.720.027265371.02255.501.96---N/AADF
Abdollahi et al. [117]GFRP_N15030025.100.231.440.055265372.03483.302.77---N/AADF
Ahmad et al. [118]GFRP_N10220339.00-1.670.0354820700.882115.30----N/AN/A
Ahmad et al. [118]GFRP_N10220350.50-1.670.0354820700.882135.10----N/AN/A
Aire et al. [30]GFRP_N15030042.000.240.260.0046530000.15141.000.730.550-0.119LSGASG
Aire et al. [30]GFRP_N15030042.000.240.770.0126530000.45361.001.741.300-0.282LSGASG
Aire et al. [30]GFRP_N15030042.000.241.550.0246530000.89685.002.501.100-0.238LSGASG
Almusallam [119] GFRP_N15030047.700.310.940.035275401.30156.701.490.8490.425-LDLADM
Almusallam [119] GFRP_N15030047.700.312.810.107275403.903100.102.720.8000.400-LDLADM
Almusallam [119] GFRP_N15030050.800.290.940.035275401.30155.500.971.0070.504-LDLADM
Almusallam [119] GFRP_N15030050.800.292.810.107275403.90390.800.970.8020.401-LDLADM
Au and Buyukozturk [120]GFRP_N15037524.200.360.840.032265751.20143.802.231.4800.672-LDLADM
Berthet et al. [39]GFRP_N16032025.00-0.610.0087425000.33342.801.701.655-0.490LSGASG
Berthet et al. [39]GFRP_N16032025.00-0.610.0087425000.33342.301.691.643-0.486LSGASG
Berthet et al. [39]GFRP_N16032025.00-0.610.0087425000.33343.101.711.671-0.495LSGASG
Berthet et al. [39]GFRP_N16032040.00-0.410.0067425000.22244.800.531.369-0.405LSGASG
Berthet et al. [39]GFRP_N16032040.00-0.410.0067425000.22246.300.471.246-0.369LSGASG
Berthet et al. [39]GFRP_N16032040.00-0.410.0067425000.22249.800.501.075-0.318LSGASG
Berthet et al. [39]GFRP_N16032040.00-0.610.0087425000.33350.800.630.900-0.266LSGASG
Berthet et al. [39]GFRP_N16032040.00-0.610.0087425000.33350.800.581.281-0.379LSGASG
Berthet et al. [39]GFRP_N16032040.00-0.610.0087425000.33351.800.641.197-0.354LSGASG
Berthet et al. [39]GFRP_N16032040.00-1.020.0147425000.55566.701.051.546-0.458LSGASG
Berthet et al. [39]GFRP_N16032040.00-1.020.0147425000.55568.201.241.817-0.538LSGASG
Berthet et al. [39]GFRP_N16032040.00-1.020.0147425000.55567.701.171.582-0.468LSGASG
Berthet et al. [39]GFRP_N16032052.00-0.920.0127425000.50364.700.531.190-0.352LSGASG
Berthet et al. [39]GFRP_N16032052.00-0.920.0127425000.50375.101.131.265-0.374LSGASG
Berthet et al. [39]GFRP_N16032052.00-0.920.0127425000.50376.101.171.274-0.377LSGASG
Bouchelaghem et al. [42]GFRP_N16032026.00-0.110.01391710.50242.60----LSGASG
Bouchelaghem et al. [42]GFRP_N16032026.00-0.020.00831350.30137.32----LSGASG
Bullo [121]GFRP_N15030032.540.250.800.0126517000.46372.433.732.145-0.820N/AN/A
Bullo [121]GFRP_N15030032.540.250.800.0126517000.46373.563.932.171-0.830N/AN/A
Bullo [121]GFRP_N15030032.540.250.800.0126517000.46375.832.852.048-0.783N/AN/A
Bullo [121]GFRP_N15030032.540.251.990.0316517001.157118.844.281.961-0.750N/AN/A
Bullo [121]GFRP_N15030032.540.251.990.0316517001.157130.154.041.918-0.733N/AN/A
Bullo [121]GFRP_N15030032.540.251.990.0316517001.157135.814.841.816-0.694N/AN/A
Comert et al. [122]GFRP_N15030039.00-0.970.0156517000.56264.002.30---LSGASG
Comert et al. [122]GFRP_N15030039.00-0.970.0156517000.56261.002.10---LSGASG
Cui and Sheikh [46]GFRP_N15230547.800.220.720.033225081.25159.101.352.0200.874-LSGADM
Cui and Sheikh [46]GFRP_N15230547.800.220.720.033225081.25159.801.152.1430.928-LSGADM
Cui and Sheikh [46]GFRP_N15230547.800.221.450.067225082.50388.902.212.0320.880-LSGADM
Cui and Sheikh [46]GFRP_N15230547.800.221.450.067225082.50388.002.212.1140.915-LSGADM
Cui and Sheikh [46]GFRP_N15230547.800.222.170.101225083.754113.202.852.1120.914-LSGADM
Cui and Sheikh [46]GFRP_N15230547.800.222.170.101225083.754112.502.802.1100.913-LSGADM
Demers and Neale [48]GFRP_N15230532.20-0.280.026112201.00131.00----N/AN/A
Demers and Neale [48]GFRP_N15230532.20-0.280.026112201.00130.80----N/AN/A
Demers and Neale [48]GFRP_N15230532.20-0.830.081112203.00348.302.04---N/AN/A
Demers and Neale [48]GFRP_N15230532.20-0.830.081112203.00348.301.97---N/AN/A
Green et al. [52]GFRP_N15230554.00-0.460.05391822.00262.00----LSGASG
Harries and Carey [123]GFRP_N15230531.800.280.390.0815753.00337.300.651.2160.7940.813LSGADM
Harries and Carey [123]GFRP_N15230531.800.281.160.2515759.00953.200.951.4380.9390.962LSGADM
Harries and Kharel [54]GFRP_N15230532.100.280.130.0265751.00136.800.44---N/AN/A
Harries and Kharel [54]GFRP_N15230532.100.280.260.0535752.00236.600.40---N/AN/A
Harries and Kharel [54]GFRP_N15230532.100.280.390.0815753.00336.600.501.2000.7840.803N/AN/A
Harries and Kharel [54]GFRP_N15230532.100.280.770.1645756.00637.600.571.0300.6730.689N/AN/A
Harries and Kharel [54]GFRP_N15230532.100.281.160.2515759.00946.700.681.1100.7250.742N/AN/A
Harries and Kharel [54]GFRP_N15230532.100.281.550.34157512.001250.200.821.0900.7120.729N/AN/A
Harries and Kharel [54]GFRP_N15230532.100.281.930.43457515.001560.000.871.1100.7250.742N/AN/A
Choudhury et al. [58] GFRP_N10020029.16-1.140.0157623000.38167.370.35---LDICTADF
Choudhury et al. [58] GFRP_N10020028.86-1.140.0157623000.38154.210.22---LDICTADF
Choudhury et al. [58] GFRP_N15030029.39-0.760.0107623000.38156.320.22---LDICTADF
Choudhury et al. [58] GFRP_N15030035.21-0.760.0107623000.38156.280.20---LDICTADF
Choudhury et al. [58] GFRP_N20040032.59-0.570.0087623000.38147.890.16---LDICTADF
Jiang and Teng [61]GFRP_N15230533.100.310.360.0048018260.17142.401.302.0800.912-LSGASG
Jiang and Teng [61]GFRP_N15230533.100.310.360.0048018260.17141.601.271.7580.771-LSGASG
Jiang and Teng [61]GFRP_N15230545.900.240.360.0048018260.17140.500.811.5230.668-LSGASG
Jiang and Teng [61]GFRP_N15230545.900.240.360.0048018260.17140.501.061.9150.840-LSGASG
Jiang and Teng [61]GFRP_N15230545.900.240.720.0098118260.34252.801.201.6390.719-LSGASG
Jiang and Teng [61]GFRP_N15230545.900.240.720.0098118260.34255.201.251.7990.789-LSGASG
Jiang and Teng [61]GFRP_N15230545.900.241.080.0138118260.51364.601.551.5940.699-LSGASG
Jiang and Teng [61]GFRP_N15230545.900.241.080.0138118260.51365.901.901.9400.851-LSGASG
Jiang and Teng [61]GFRP_N15230545.90-0.360.0048018260.17148.40----LSGASG
Harries and Kharel [124]GFRP_N15330532.100.280.020.0045750.17136.800.44---LSGADM
Harries and Kharel [124]GFRP_N15330532.100.280.040.0095750.34236.600.40---LSGADM
Harries and Kharel [124]GFRP_N15330532.100.280.070.0135750.51336.600.501.2000.784-LSGADM
Harries and Kharel [124]GFRP_N15330532.100.280.130.0275751.02637.600.571.0300.673-LSGADM
Harries and Kharel [124]GFRP_N15330532.100.280.200.0405751.53946.700.681.1100.725-LSGADM
Harries and Kharel [124]GFRP_N15330532.100.280.260.0545752.041250.200.821.0900.712-LSGADM
Harries and Kharel [124]GFRP_N15330532.100.280.330.0685752.551560.000.871.1100.725-LSGADM
Kshirsagar et al. [125]GFRP_N10220438.00-1.110.056203631.42157.001.731.7400.363-LSGASG
Kshirsagar et al. [125]GFRP_N10220439.40-1.110.056203631.42163.101.602.0700.431-LSGASG
Kshirsagar et al. [125]GFRP_N10220439.50-1.110.056203631.42160.401.791.8900.394-LSGASG
Lam and Teng [67]GFRP_N15230538.500.220.730.034225071.27156.20-1.8490.797-LSGASG
Lam and Teng [67]GFRP_N15230538.500.220.730.034225061.27151.901.321.4420.622-LSGASG
Lam and Teng [67]GFRP_N15230538.500.220.710.034215061.27158.301.461.8850.813-LSGASG
Lam and Teng [67]GFRP_N15230538.500.221.410.068215062.54275.702.461.7620.759-LSGASG
Lam and Teng [67]GFRP_N15230538.500.221.410.068215062.54277.302.191.6740.722-LSGASG
Lam and Teng [67]GFRP_N15230538.500.221.410.068215062.54275.20-1.7720.764-LSGASG
Li et al. [126]GFRP_N15230545.60-0.290.019153200.74249.40----N/AN/A
Lim and Ozakkaloglu [127]GFRP_N15330533.900.221.000.0119530550.40278.103.392.450-0.764LSGADM
Lim and Ozakkaloglu [127]GFRP_N15330533.900.221.000.0119530550.40276.303.632.480-0.774LSGADM
Lim and Ozakkaloglu [127]GFRP_N15330533.900.221.000.0119530550.40275.103.232.490-0.777LSGADM
Lim and Ozakkaloglu [127]GFRP_N15330552.140.253.000.0329530551.204119.402.812.560-0.799LSGADM
Lim and Ozakkaloglu [127]GFRP_N15330552.180.253.000.0329530551.204126.803.482.600-0.811LSGADM
Lim and Ozakkaloglu [127]GFRP_N15330552.210.253.000.0329530551.204125.303.362.580-0.805LSGADM
Lim and Ozakkaloglu [127]GFRP_N15330554.330.253.000.0329530551.204109.203.442.300-0.717LSGADM
Lim and Ozakkaloglu [127]GFRP_N15330554.410.253.000.0329530551.204123.504.282.390-0.746LSGADM
Lim and Ozakkaloglu [127]GFRP_N15330554.290.253.000.0329530551.204126.504.542.570-0.802LSGADM
Lin and Chen [116]GFRP_N12024032.70-0.990.030337440.90262.20----N/AN/A
Lin and Chen [116]GFRP_N12024032.70-0.990.030337440.90261.40----N/AN/A
Lin and Chen [116]GFRP_N12024032.70-0.990.030337440.90266.30----N/AN/A
Lin and Chen [116]GFRP_N12024032.70-1.970.061337441.804101.30----N/AN/A
Lin and Chen [116]GFRP_N12024032.70-1.970.061337441.80488.00----N/AN/A
Lin and Chen [116]GFRP_N12024032.70-1.970.061337441.804104.50----N/AN/A
Mandal et al. [31]GFRP_N10320030.700.271.320.051265751.30154.501.54---LSGASG
Mandal et al. [31]GFRP_N10520030.700.272.590.102265752.60279.302.75---LSGASG
Mandal et al. [31]GFRP_N10320046.300.231.320.051265751.30158.500.90---LSGASG
Mandal et al. [31]GFRP_N10520046.300.232.590.102265752.60283.801.48---LSGASG
Mandal et al. [31]GFRP_N10320054.500.241.320.051265751.30163.500.32---LSGASG
Mandal et al. [31]GFRP_N10520054.500.242.590.102265752.60284.100.80---LSGASG
Mastrapa [128]GFRP_N15330529.80-0.310.016195650.61133.70----N/AN/A
Mastrapa [128]GFRP_N15330531.20-0.930.049195651.84367.503.012.2600.7670.701N/AN/A
Mastrapa [128]GFRP_N15330531.20-0.930.049195651.84364.673.131.9900.6760.617N/AN/A
Mastrapa [128]GFRP_N15330531.20-1.550.082195653.07591.015.271.8300.6210.568N/AN/A
Mastrapa [128]GFRP_N15330531.20-1.550.082195653.07596.876.251.8000.6110.559N/AN/A
Mastrapa [128]GFRP_N15330537.20-2.040.109195864.067111.00----N/AN/A
Micelli et al. [27]GFRP_N10220432.000.140.990.0147215200.35151.601.251.250-0.592LSGASG
Mirmiran et al. [129]GFRP_N15330529.80-0.400.0075618000.28131.031.00---LSGADF
Mirmiran et al. [129]GFRP_N15330529.80-0.400.0075618000.28134.061.30---LSGADF
Mirmiran et al. [129]GFRP_N15330529.80-0.400.0075618000.28135.581.50---LSGADF
Mirmiran et al. [129]GFRP_N15330529.80-1.210.0225618000.83363.022.70---LSGADF
Mirmiran et al. [129]GFRP_N15330529.80-1.210.0225618000.83349.021.80---LSGADF
Mirmiran et al. [129]GFRP_N15330529.80-1.210.0225618000.83358.683.30---LSGADF
Mirmiran et al. [129]GFRP_N15330529.80-2.020.0365618001.38486.813.30---LSGADF
Mirmiran et al. [129]GFRP_N15330529.80-2.020.0365618001.38488.323.60---LSGADF
Mirmiran et al. [129]GFRP_N15330529.80-2.020.0365618001.38493.633.80---LSGADF
Mirmiran et al. [129]GFRP_N15330531.20-1.210.0225618000.83363.093.10---LSGADF
Mirmiran et al. [129]GFRP_N15330531.20-1.210.0225618000.83365.433.10---LSGADF
Mirmiran et al. [129]GFRP_N15330531.20-2.020.0365618001.38491.914.30---LSGADF
Mirmiran et al. [129]GFRP_N15330531.20-2.020.0365618001.38489.015.00---LSGADF
Modarelli et al. [78]GFRP_N15030028.350.490.530.0068619570.23153.271.901.498-0.658LSGADF
Moretti and Arvanitopoulos [79]GFRP_N15230518.30-0.340.0057639100.17126.431.141.621-0.315LSGASG
Moretti and Arvanitopoulos [79]GFRP_N15230518.30-0.340.0057639100.17127.481.031.430-0.278LSGASG
Moretti and Arvanitopoulos [79]GFRP_N15230518.30-0.340.0057639100.17125.761.231.325-0.258LSGASG
Moretti and Arvanitopoulos [79]GFRP_N15230518.30-0.340.0057639100.17126.861.301.439-0.280LSGASG
Moretti and Arvanitopoulos [79]GFRP_N15230518.85-0.340.0057639100.17127.871.711.547-0.301LSGASG
Moretti and Arvanitopoulos [79]GFRP_N15230518.85-0.340.0057639100.17126.651.351.555-0.302LSGASG
Moretti and Arvanitopoulos [79]GFRP_N15230519.30-0.340.0057639100.17125.891.111.119-0.218LSGASG
Moretti and Arvanitopoulos [79]GFRP_N15230519.30-0.340.0057639100.17126.531.261.817-0.353LSGASG
Moretti and Arvanitopoulos [79]GFRP_N15230519.30-0.690.0097639100.34239.143.021.300-0.253LSGASG
Moretti and Arvanitopoulos [79]GFRP_N15230519.30-0.690.0097639100.34235.001.441.148-0.223LSGASG
Moretti and Arvanitopoulos [79]GFRP_N10020019.30-0.520.0077639100.17133.660.831.154-0.224LSGASG
Moretti and Arvanitopoulos [79]GFRP_N10020019.70-1.050.0147639100.34244.341.761.157-0.225LSGASG
Nanni and Bradford [130]GFRP_N15030036.30-0.420.008525830.30146.002.29---N/AADF
Nanni and Bradford [130]GFRP_N15030036.30-0.420.008525830.30141.201.89---N/AADF
Nanni and Bradford [130]GFRP_N15030036.30-0.830.016525830.60260.523.08---N/AADF
Nanni and Bradford [130]GFRP_N15030036.30-0.830.016525830.60259.233.41---N/AADF
Nanni and Bradford [130]GFRP_N15030036.30-0.830.016525830.60259.772.74---N/AADF
Nanni and Bradford [130]GFRP_N15030036.30-0.830.016525830.60260.162.89---N/AADF
Nanni and Bradford [130]GFRP_N15030036.30-0.830.016525830.60269.023.10---N/AADF
Nanni and Bradford [130]GFRP_N15030036.30-0.830.016525830.60255.752.49---N/AADF
Nanni and Bradford [130]GFRP_N15030036.30-0.830.016525830.60256.412.97---N/AADF
Nanni and Bradford [130]GFRP_N15030036.30-1.660.032525831.20484.883.15---N/AADF
Nanni and Bradford [130]GFRP_N15030036.30-1.660.032525831.20484.334.15---N/AADF
Nanni and Bradford [130]GFRP_N15030036.30-1.660.032525831.20479.644.10---N/AADF
Nanni and Bradford [130]GFRP_N15030036.30-1.660.032525831.204106.875.24---N/AADF
Nanni and Bradford [130]GFRP_N15030036.30-1.660.032525831.204104.945.45---N/AADF
Nanni and Bradford [130]GFRP_N15030036.30-1.660.032525831.204107.914.51---N/AADF
Pessiki et al. [81]GFRP_N15261026.20-0.580.026223831.00138.401.301.1500.661-LSGADF
Pessiki et al. [81]GFRP_N15261026.20-1.160.053223832.00252.501.821.2400.712-LSGADF
Shao et al. [131]GFRP_N15230540.20-0.700.027266101.02149.60----LSGASG
Shao et al. [131]GFRP_N15230540.20-1.400.054266102.03271.40----LSGASG
Silva and Rodrigues [132]GFRP_N15030031.100.241.440.069214642.54291.602.611.9850.9110.901LSGASG
Silva and Rodrigues [132]GFRP_N15030029.600.241.440.069214642.54289.402.72---LSGASG
Silva and Rodrigues [132]GFRP_N15030031.100.241.440.069214642.54287.502.281.8900.8670.858LSGASG
Silva and Rodrigues [132]GFRP_N15045031.100.241.440.069214642.54291.902.341.8650.8560.847LSGASG
Silva and Rodrigues [132]GFRP_N15045029.600.241.440.069214642.54289.802.32---LSGASG
Silva and Rodrigues [132]GFRP_N15045031.200.241.440.069214642.54291.902.311.9250.8830.874LSGASG
Silva and Rodrigues [132]GFRP_N25075031.200.240.870.041214642.54255.801.091.1600.5320.527LSGASG
Silva and Rodrigues [132]GFRP_N15060031.200.241.440.069214642.54281.202.051.4620.671-LSGASG
Silva and Rodrigues [132]GFRP_N15060031.200.241.440.069214642.54288.702.55---LSGASG
Silva and Rodrigues [132]GFRP_N15060031.200.241.440.069214642.54287.502.211.4200.651-LSGASG
Silva and Rodrigues [132]GFRP_N15075031.100.241.440.069214642.54289.102.431.6650.764-LSGASG
Silva and Rodrigues [132]GFRP_N15075029.600.241.440.069214642.54286.002.65---LSGASG
Silva and Rodrigues [132]GFRP_N15075037.600.242.160.104214643.813128.102.441.5350.704-LSGASG
Suter and Pinzelli [94]GFRP_N15030044.70-0.600.0087323000.31152.690.23---N/AN/A
Teng et al. [133]GFRP_N15330539.600.260.360.0048018260.17137.200.941.6090.706-LSGASG
Teng et al. [133]GFRP_N15330539.600.260.360.0048018260.17138.800.831.8690.820-LSGASG
Teng et al. [133]GFRP_N15330539.600.260.720.0098018260.34254.602.132.0400.895-LSGASG
Teng et al. [133]GFRP_N15330539.600.260.720.0098018260.34256.301.832.0610.904-LSGASG
Teng et al. [133]GFRP_N15330539.600.261.080.0138118260.51365.702.561.9550.858-LSGASG
Teng et al. [133]GFRP_N15330539.600.261.080.0138118260.51360.901.791.6670.731-LSGASG
Thériault et al. [96]GFRP_N15230437.00-2.830.105286423.90390.00----LSGASG
Thériault et al. [96]GFRP_N5110218.00-2.810.105286421.30164.00----LSGASG
Touhari, Mitiche-Kettab [97]GFRP_N16032026.200.270.650.025263251.00138.301.501.4800.779-LDLASG
Touhari, Mitiche-Kettab [97]GFRP_N16032026.200.270.650.025263251.00134.601.261.4500.763-LDLASG
Touhari, Mitiche-Kettab [97]GFRP_N16032026.200.270.650.025263251.00138.001.391.5000.789-LDLASG
Touhari, Mitiche-Kettab [97]GFRP_N16032026.200.271.300.051263252.00230.200.680.2870.151-LDLASG
Touhari, Mitiche-Kettab [97]GFRP_N16032026.200.271.300.051263252.00249.402.411.4500.763-LDLASG
Touhari, Mitiche-Kettab [97]GFRP_N16032026.200.271.300.051263252.00252.502.551.5000.789-LDLASG
Touhari, Mitiche-Kettab [97]GFRP_N16032026.200.271.950.076263253.00362.803.391.4000.737-LDLASG
Touhari, Mitiche-Kettab [97]GFRP_N16032026.200.271.950.076263253.00356.402.981.3000.684-LDLASG
Touhari, Mitiche-Kettab [97]GFRP_N16032026.200.271.950.076263253.00354.702.891.2900.679-LDLASG
Touhari, Mitiche-Kettab [97]GFRP_N16032042.600.290.650.025263251.00156.501.101.4300.753-LDLASG
Touhari, Mitiche-Kettab [97]GFRP_N16032042.600.290.650.025263251.00155.501.041.4000.737-LDLASG
Touhari, Mitiche-Kettab [97]GFRP_N16032042.600.290.650.025263251.00159.801.231.6300.858-LDLASG
Touhari, Mitiche-Kettab [97]GFRP_N16032042.600.291.300.051263252.00268.501.651.4600.768-LDLASG
Touhari, Mitiche-Kettab [97]GFRP_N16032042.600.291.300.051263252.00270.001.721.4700.774-LDLASG
Touhari, Mitiche-Kettab [97]GFRP_N16032042.600.291.300.051263252.00271.701.811.5000.789-LDLASG
Touhari, Mitiche-Kettab [97]GFRP_N16032042.600.291.950.076263253.00375.502.101.4000.737-LDLASG
Touhari, Mitiche-Kettab [97]GFRP_N16032042.600.291.950.076263253.00378.802.491.5000.789-LDLASG
Touhari, Mitiche-Kettab [97]GFRP_N16032042.600.291.950.076263253.00377.502.241.4300.753-LDLASG
Toutanji and Deng [98]GFRP_N7630530.90-0.920.0137315780.24160.80----LSGASG
Wong et al. [134]GFRP_N15330546.700.290.710.0098018260.34258.001.77---LSGADM
Wong et al. [134]GFRP_N15330536.700.270.720.0098018260.34253.101.53---LSGADM
Wong et al. [134]GFRP_N15330536.500.260.720.0098018260.34253.801.54---LSGADM
Wong et al. [134]GFRP_N15330536.500.261.080.0138018260.51363.102.15---LSGADM
Wu et al. [106]GFRP_N15030023.00-0.760.0098117940.35145.00----LSGADF
Wu et al. [106]GFRP_N15030023.100.270.760.0098117940.35146.402.49---LSGADF
Wu et al. [106]GFRP_N15030023.100.270.760.0098117940.35145.002.36---LSGADF
Youseff [109]GFRP_N15330644.10-0.790.044184251.68265.50----LSGASG
Youssef et al. [110]GFRP_N40681329.400.241.320.073184257.27770.771.53---LSGADM
Youssef et al. [110]GFRP_N40681329.400.241.320.073184257.27771.781.45---LSGADM
Youssef et al. [110]GFRP_N40681329.400.241.320.073184257.27776.781.39---LSGADM
Youssef et al. [110]GFRP_N40681329.400.240.810.045184254.47449.531.35---LSGADM
Youssef et al. [110]GFRP_N40681329.400.240.810.045184254.47454.901.00---LSGADM
Youssef et al. [110]GFRP_N40681329.400.240.810.045184254.47461.191.19---LSGADM
Youssef et al. [110]GFRP_N40681329.400.240.610.033184253.35349.300.97---LSGADM
Youssef et al. [110]GFRP_N40681329.400.240.610.033184253.35351.190.90---LSGADM
Youssef et al. [110]GFRP_N40681329.400.240.610.033184253.35347.880.91---LSGADM
Youssef et al. [110]GFRP_N40681329.400.240.300.017184251.68244.140.78---LSGADM
Youssef et al. [110]GFRP_N40681329.400.240.300.017184251.68242.960.70---LSGADM
Youssef et al. [110]GFRP_N40681329.400.240.300.017184251.68245.110.72---LSGADM
Youssef et al. [110]GFRP_N15230544.100.241.630.090184253.35394.102.01---LSGADM
Youssef et al. [110]GFRP_N15230544.100.241.630.090184253.35391.872.01---LSGADM
Youssef et al. [110]GFRP_N15230544.100.241.630.090184253.35389.292.01---LSGADM
Youssef et al. [110]GFRP_N15230544.100.241.080.060184252.24280.391.52---LSGADM
Youssef et al. [110]GFRP_N15230544.100.241.080.060184252.24280.041.49---LSGADM
Youssef et al. [110]GFRP_N15230544.100.241.080.060184252.24281.131.53---LSGADM
Youssef et al. [110]GFRP_N15230544.100.240.810.045184251.68266.201.30---LSGADM
Youssef et al. [110]GFRP_N15230544.100.240.810.045184251.68266.601.36---LSGADM
Youssef et al. [110]GFRP_N15230544.100.240.810.045184251.68263.621.30---LSGADM
Toutanji H. A. [112]GFRP_N7630530.930.200.900.0127315180.24260.821.531.630-0.778LSGASG
Toutanji and Balaguru [115]GFRP_N7630531.800.200.860.0126915180.24263.201.43---LSGASG
Dai et al. [135]AFRP_N15230539.20-0.510.00411537320.17161.402.333.1600.9751.053LSGASG
Dai et al. [135]AFRP_N15230539.20-0.510.00411537320.17162.702.333.1300.9661.043LSGASG
Dai et al. [135]AFRP_N15230539.20-0.510.00411537320.17155.802.073.2100.9911.070LSGASG
Dai et al. [135]AFRP_N15230539.20-1.030.00911637320.34290.103.802.8900.8920.963LSGASG
Dai et al. [135]AFRP_N15230539.20-1.030.00911637320.34288.303.453.0500.9411.017LSGASG
Dai et al. [135]AFRP_N15230539.20-1.030.00911637320.34283.303.682.9600.9140.987LSGASG
Dai et al. [135]AFRP_N15230539.20-1.550.01311637320.513113.204.392.7400.8460.913LSGASG
Dai et al. [135]AFRP_N15230539.20-1.550.01311637320.513116.304.602.4600.7590.820LSGASG
Dai et al. [135]AFRP_N15230539.20-1.540.01311537320.513118.004.782.9700.9170.990LSGASG
Nanni and Bradford [130]AFRP_N15030035.60-6.460.1046211503.802192.219.63---N/AADF
Nanni and Bradford [130]AFRP_N15030035.60-6.460.1046211503.802186.356.78---N/AADF
Ozbakkaloglu and Akin [136]AFRP_N15230539.00-1.270.01112029000.40269.202.321.710-0.684LSGASG
Ozbakkaloglu and Akin [136]AFRP_N15230539.00-1.270.01112029000.40267.102.301.560-0.624LSGASG
Ozbakkaloglu and Akin [136]AFRP_N15230539.00-1.900.01612029000.60387.603.111.840-0.736LSGASG
Ozbakkaloglu and Akin [136]AFRP_N15230539.00-1.900.01612029000.60385.002.861.660-0.664LSGASG
Rochette and Labossiére [85]AFRP_N15030043.00-0.460.034142301.27147.301.111.5500.917-LSGADF
Rochette and Labossiére [85]AFRP_N15030043.00-0.940.069142302.56258.901.471.3900.822-LSGADF
Rochette and Labossiére [85]AFRP_N15030043.00-1.440.106142303.86371.001.691.3300.786-LSGADF
Rochette and Labossiére [85]AFRP_N15030043.00-1.960.144142305.21474.401.741.1800.698-LSGADF
Suter and Pinzelli [94]AFRP_N15030044.70-0.590.019316020.70152.230.24---N/AN/A
Suter and Pinzelli [94]AFRP_N15030044.70-1.180.038316021.40276.851.14---N/AN/A
Suter and Pinzelli [94]AFRP_N15030044.70-1.770.057316022.103103.451.30---N/AN/A
Suter and Pinzelli [94]AFRP_N15030044.70-2.370.076316022.804136.891.78---N/AN/A
Suter and Pinzelli [94]AFRP_N15030036.20-0.590.019316020.70148.150.66---N/AN/A
Suter and Pinzelli [94]AFRP_N15030036.20-1.180.038316021.40275.301.01---N/AN/A
Suter and Pinzelli [94]AFRP_N15030036.20-1.770.057316022.10398.461.30---N/AN/A
Suter and Pinzelli [94]AFRP_N15030033.30-0.590.019316020.70150.280.79---N/AN/A
Suter and Pinzelli [94]AFRP_N15030033.30-1.180.038316021.40278.591.30---N/AN/A
Suter and Pinzelli [94]AFRP_N15030033.30-1.770.057316022.103103.901.50---N/AN/A
Suter and Pinzelli [94]AFRP_N15030054.00-0.590.019316020.70161.560.34---N/AN/A
Suter and Pinzelli [94]AFRP_N15030054.00-1.180.038316021.40284.240.64---N/AN/A
Suter and Pinzelli [94]AFRP_N15030054.00-1.770.057316022.103111.240.82---N/AN/A
Vincent and Ozbakkaloglu [137]AFRP_N15230549.400.241.900.01612029000.603109.003.732.500-1.016LSGASG
Vincent and Ozbakkaloglu [137]AFRP_N15230549.400.241.900.01612029000.603103.403.402.100-0.839LSGASG
Vincent and Ozbakkaloglu [137]AFRP_N15230549.400.241.900.01612029000.603105.303.372.080-0.831LSGASG
Vincent and Ozbakkaloglu [137]AFRP_N15230549.400.241.900.01612029000.603107.703.412.180-0.873LSGASG
Vincent and Ozbakkaloglu [137]AFRP_N15230549.400.241.900.01612029000.603104.003.222.120-0.848LSGASG
Vincent and Ozbakkaloglu [137]AFRP_N15230549.400.241.900.01612029000.603110.103.482.220-0.888LSGASG
Wang and Wu [138]AFRP_N7021051.630.250.380.00311820600.06165.970.40---N/AN/A
Wang and Wu [138]AFRP_N7021051.630.250.640.00511820600.10272.630.53---N/AN/A
Wang and Wu [138]AFRP_N7021051.630.251.290.01111820600.194111.430.57---N/AN/A
Wang and Wu [138]AFRP_N10531550.640.240.320.00311820600.07159.480.33---N/AN/A
Wang and Wu [138]AFRP_N10531550.640.240.640.00511820600.14262.690.39---N/AN/A
Wang and Wu [138]AFRP_N10531550.640.241.290.01111820600.29496.020.42---N/AN/A
Wang and Wu [138]AFRP_N19458244.920.260.350.00311820600.14144.000.36---N/AN/A
Wang and Wu [138]AFRP_N19458244.920.260.700.00611820600.29258.750.39---N/AN/A
Wang and Wu [138]AFRP_N19458244.920.261.400.01211820600.574106.030.46---N/AN/A
Wang and Wu [138]AFRP_N7021029.370.200.640.00511820600.10249.640.54---N/AN/A
Wang and Wu [138]AFRP_N7021029.370.200.380.00311820600.06141.800.36---N/AN/A
Wang and Wu [138]AFRP_N7021029.370.201.290.01111820600.19486.070.95---N/AN/A
Wang and Wu [138]AFRP_N10531528.790.200.320.00311820600.07141.200.36---N/AN/A
Wang and Wu [138]AFRP_N10531528.790.200.640.00511820600.14247.770.58---N/AN/A
Wang and Wu [138]AFRP_N10531528.790.201.290.01111820600.29487.421.15---N/AN/A
Wang and Wu [138]AFRP_N19458223.980.210.350.00311820600.14133.840.38---N/AN/A
Wang and Wu [138]AFRP_N19458223.980.210.700.00611820600.29243.900.51---N/AN/A
Wang and Wu [138]AFRP_N19458223.980.211.400.01211820600.57480.860.93---N/AN/A
Wang and Zhang [139]AFRP_N15045047.30-1.810.01511820600.57484.301.62---N/AASG
Wang and Zhang [139]AFRP_N15045051.10-1.810.01511820600.57488.651.45---N/AASG
Watanabe et al. [104]AFRP_N10020030.200.230.560.0069725890.15139.001.582.3600.8850.502N/AN/A
Watanabe et al. [104]AFRP_N10020030.200.231.020.0128727070.29268.504.743.0900.9970.657N/AN/A
Watanabe et al. [104]AFRP_N10020030.200.231.510.0178726670.43392.105.552.6500.8670.564N/AN/A
Wu et al. [106]AFRP_N15030023.00-0.880.00811523240.29253.00----LSGADF
Wu et al. [106]AFRP_N15030023.100.270.880.00811523240.29245.202.31---LSGADF
Wu et al. [106]AFRP_N15030023.100.270.880.00811523240.29250.703.03---LSGADF
Wu et al. [106]AFRP_N15030023.100.270.880.00811523240.29253.703.29---LSGADF
Wu et al. [106]AFRP_N10030046.400.261.350.01111820600.29278.260.90---N/AASG
Wu et al. [106]AFRP_N10030046.400.262.720.02311820600.574128.491.88---N/AASG
Bullo [121]HM_UHM_CFRP_N15030032.540.251.720.00439030000.17152.630.830.467-0.607N/AN/A
Bullo [121]HM_UHM_CFRP_N15030032.540.251.720.00439030000.17156.590.930.520-0.676N/AN/A
Bullo [121]HM_UHM_CFRP_N15030032.540.251.720.00439030000.17161.110.830.421-0.547N/AN/A
Bullo [121]HM_UHM_CFRP_N15030032.540.255.160.01339030000.50397.331.820.639-0.831N/AN/A
Bullo [121]HM_UHM_CFRP_N15030032.540.255.160.01339030000.50383.751.270.439-0.571N/AN/A
Bullo [121]HM_UHM_CFRP_N15030032.540.255.160.01339030000.503100.161.690.539-0.701N/AN/A
Cui and Sheikh [46]HM_UHM_CFRP_N15230545.700.241.840.00443633140.16167.501.110.789-1.038LSGADM
Cui and Sheikh [46]HM_UHM_CFRP_N15230545.700.241.840.00443633140.16164.101.030.769-1.012LSGADM
Cui and Sheikh [46]HM_UHM_CFRP_N15230545.700.243.790.00943633140.33284.201.330.642-0.845LSGADM
Cui and Sheikh [46]HM_UHM_CFRP_N15230545.700.243.790.00943633140.33283.101.230.634-0.834LSGADM
Cui and Sheikh [46]HM_UHM_CFRP_N15230545.700.245.640.01343633140.49399.701.560.603-0.793LSGADM
Cui and Sheikh [46]HM_UHM_CFRP_N15230545.700.245.640.01343633140.49394.901.430.546-0.718LSGADM
Dias da Silva and Santos [49]HM_UHM_CFRP_N15060028.20-1.770.00539030000.17141.500.750.370-0.481LSGASG
Dias da Silva and Santos [49]HM_UHM_CFRP_N15060028.20-3.440.00939030000.33265.601.810.690-0.897LSGASG
Dias da Silva and Santos [49]HM_UHM_CFRP_N15060028.20-5.220.01339030000.50379.401.690.640-0.832LSGASG
Hosotani et al. [55]HM_UHM_CFRP_N20060041.700.345.960.01443939720.68190.001.50---N/AADF
Rousakis and Tepfers [140]HM_UHM_CFRP_N15030025.200.311.710.00537744100.17141.601.440.695-0.594LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_N15030025.200.311.710.00537744100.17138.801.210.581-0.497LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_N15030025.200.313.430.00937744100.34260.101.880.641-0.548LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_N15030025.200.313.430.00937744100.34255.902.100.551-0.471LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_N15030025.200.315.140.01437744100.51367.002.450.449-0.384LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_N15030025.200.315.140.01437744100.51367.302.430.368-0.315LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_N15030047.400.311.710.00537744100.17172.301.090.772-0.660LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_N15030047.400.311.710.00537744100.17164.400.870.513-0.439LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_N15030047.400.313.430.00937744100.34282.401.400.656-0.561LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_N15030047.400.313.430.00937744100.34282.401.350.537-0.459LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_N15030047.400.315.140.01437744100.51396.301.590.443-0.379LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_N15030047.400.315.140.01437744100.51395.201.690.578-0.494LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_N15030051.800.301.710.00537744100.17178.700.750.543-0.464LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_N15030051.800.301.710.00537744100.17172.800.660.398-0.340LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_N15030051.800.303.430.00937744100.34295.401.050.551-0.471LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_N15030051.800.303.430.00937744100.34290.701.000.364-0.311LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_N15030051.800.305.140.01437744100.513110.501.290.438-0.374LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_N15030051.800.305.140.01437744100.513103.601.200.310-0.265LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_N15030051.800.308.590.02337744100.855112.701.590.289-0.247LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_N15030051.800.308.590.02337744100.855126.701.610.360-0.308LSGASG
Matthys et al. [75]HM_UHM_CFRP_N15030034.900.212.690.00642011000.24140.700.360.180--LSGASG
Matthys et al. [75]HM_UHM_CFRP_N15030034.900.214.020.00664026500.24241.300.400.1900.8290.459LSGASG
Suter and Pinzelli [94]HM_UHM_CFRP_N15030044.70-6.500.01064026500.38391.980.53---N/AN/A
Toutanji [98]HM_UHM_CFRP_N7615230.90-6.510.01737329400.33394.00----LSGASG
Watanabe et al. [104]HM_UHM_CFRP_N10020030.200.233.520.00662815790.14141.700.570.2300.9160.598N/AN/A
Watanabe et al. [104]HM_UHM_CFRP_N10020030.200.237.060.01162918240.28256.000.880.2200.7590.572N/AN/A
Watanabe et al. [104]HM_UHM_CFRP_N10020030.200.239.720.01757612850.42363.301.300.2200.9870.572N/AN/A
Wu et al. [106]HM_UHM_CFRP_N15030023.000.274.300.00856325440.29250.00----LSGADF
Wu et al. [106]HM_UHM_CFRP_N15030023.100.274.300.00856325440.29250.501.27---LSGADF
Wu et al. [106]HM_UHM_CFRP_N15030023.100.274.300.00856325440.29248.901.20---LSGADF
Toutanji H. A. [112]HM_UHM_CFRP_N7630530.930.206.500.01737329400.33294.011.550.550-0.355LSGASG
Toutanji and Balaguru [115]HM_UHM_CFRP_N7630531.800.206.510.01737329400.33296.001.60---LSGASG
Aire et al. [30]CFRP_H15030069.000.240.750.00324039000.12194.000.270.090-0.055LSGASG
Aire et al. [30]CFRP_H15030069.000.242.250.00924039000.35398.000.780.820-0.505LSGASG
Aire et al. [30]CFRP_H15030069.000.244.510.01924039000.706156.001.631.030-0.634LSGASG
Aire et al. [30]CFRP_H15030069.000.246.790.02824039001.059199.002.281.140-0.702LSGASG
Aire et al. [30]CFRP_H15030069.000.249.070.03824039001.4012217.002.390.850-0.523LSGASG
Benzaid et al. [38]CFRP_H16032061.810.280.770.00323843000.13162.680.330.246-0.136LSGASG
Benzaid et al. [38]CFRP_H16032061.810.282.330.01023843000.39393.191.051.289-0.713LSGASG
Berthet et al. [39]CFRP_H70140112.600.234.360.01923032000.333141.100.450.712-0.512LSGASG
Berthet et al. [39]CFRP_H70140112.600.234.360.01923032000.333143.100.490.738-0.530LSGASG
Berthet et al. [39]CFRP_H70140112.600.2310.900.04723032000.828189.500.720.754-0.542LSGASG
Berthet et al. [39]CFRP_H70140112.600.2310.900.04723032000.828187.900.700.728-0.523LSGASG
Berthet et al. [39]CFRP_H70140169.700.324.360.01923032000.333186.400.670.459-0.330LSGASG
Berthet et al. [39]CFRP_H70140169.700.3213.200.05723032000.999296.401.020.799-0.574LSGASG
Chikh et al. [141]CFRP_H16032061.800.280.770.00323843000.13162.680.32---LSGASG
Chikh et al. [141]CFRP_H16032061.800.282.330.01023843000.39393.191.05---LSGASG
Cui and Sheikh [46]CFRP_H15230579.900.242.250.026858161.00194.800.531.0971.143-LSGADM
Cui and Sheikh [46]CFRP_H15230579.900.242.250.026858161.001105.300.740.9170.955-LSGADM
Cui and Sheikh [46]CFRP_H15230579.900.244.530.053858162.002142.101.130.9851.026-LSGADM
Cui and Sheikh [46]CFRP_H15230579.900.244.530.053858162.002140.800.971.0991.145-LSGADM
Cui and Sheikh [46]CFRP_H15230579.900.246.840.081858163.003172.901.480.9751.016-LSGADM
Cui and Sheikh [46]CFRP_H15230579.900.246.840.081858163.003181.801.471.1131.159-LSGADM
Cui and Sheikh [46]CFRP_H152305110.600.262.250.026858161.001146.600.521.0291.072-LSGADM
Cui and Sheikh [46]CFRP_H152305110.600.262.250.026858161.001149.200.550.8550.891-LSGADM
Cui and Sheikh [46]CFRP_H152305110.600.266.840.081858163.003198.400.840.8670.903-LSGADM
Cui and Sheikh [46]CFRP_H152305110.600.266.840.081858163.003182.300.730.7460.777-LSGADM
Cui and Sheikh [46]CFRP_H15230585.600.260.700.00324136390.11195.400.440.823-0.545LSGADM
Cui and Sheikh [46]CFRP_H15230585.600.260.700.00324136390.11189.800.440.758-0.502LSGADM
Cui and Sheikh [46]CFRP_H15230585.600.261.400.00624136390.22296.000.560.736-0.487LSGADM
Cui and Sheikh [46]CFRP_H15230585.600.261.400.00624136390.22294.500.580.763-0.505LSGADM
Cui and Sheikh [46]CFRP_H15230585.600.262.800.01224136390.444125.401.000.886-0.587LSGADM
Cui and Sheikh [46]CFRP_H15230585.600.262.800.01224136390.444126.500.990.924-0.612LSGADM
Cui and Sheikh [46]CFRP_H152305111.800.261.400.00624136390.222134.100.320.937-0.621LSGADM
Cui and Sheikh [46]CFRP_H152305111.800.261.400.00624136390.222135.700.480.825-0.546LSGADM
Cui and Sheikh [46]CFRP_H152305111.800.263.500.01524136390.555152.100.500.753-0.499LSGADM
Cui and Sheikh [46]CFRP_H152305111.800.263.500.01524136390.555153.300.580.597-0.395LSGADM
Green [142]CFRP_H15230559.001.860.026708811.00170.000.00---N/AN/A
Harmon and Slattery [53]CFRP_H51102103.003.310.01423535000.181131.101.101.020-0.685N/AN/A
Harmon and Slattery [53]CFRP_H51102103.006.380.02723535000.342193.202.100.720-0.483N/AN/A
Harmon and Slattery [53]CFRP_H51102103.0012.870.05523535000.694303.603.400.560-0.376N/AN/A
Li, Wu and Gravina [71]CFRP_H15030060.500.261.080.00424243380.17172.700.73---LDICTADICT
Li, Wu and Gravina [71]CFRP_H15030060.500.261.080.00424243380.17176.700.70---LDICTADICT
Mandal and Fam [143]CFRP_H10020080.600.221.520.032477840.80496.400.31---N/AN/A
Mandal and Fam [143]CFRP_H10020080.600.221.520.032477840.804104.600.35---N/AN/A
Mandal and Fam [143]CFRP_H10020080.600.221.520.032477840.804100.400.33---N/AN/A
Mandal and Fam [143]CFRP_H10020067.030.221.520.032477840.80490.500.34---N/AN/A
Mandal and Fam [143]CFRP_H10020067.030.221.520.032477840.80485.900.30---N/AN/A
Mandal and Fam [143]CFRP_H10020067.030.221.520.032477840.80493.600.32---N/AN/A
Miyauchi et al. [77]CFRP_H100200109.500.291.020.00423134810.111117.300.42---N/AASG
Miyauchi et al. [77]CFRP_H100200109.500.292.030.00923134810.222122.500.55---N/AASG
Owen [80]CFRP_H29861058.104.240.01823842001.32760.000.760.9500.5380.593N/AN/A
Owen [80]CFRP_H29861058.104.240.01823842001.32484.801.220.9900.5610.618N/AN/A
Owen [80]CFRP_H29861058.104.240.01823842001.322150.202.891.3100.7420.817N/AN/A
Shehata et al. [90]CFRP_H15030061.700.181.040.00423535500.17176.400.60---LSGASG
Shehata et al. [90]CFRP_H15030061.700.182.070.00923535500.33397.300.87---LSGASG
Touhari and Mitiche-Kettab [97]CFRP_H16032061.500.300.860.025344031.00180.001.091.1900.850-LDLASG
Touhari and Mitiche-Kettab [97]CFRP_H16032061.500.300.860.025344031.00178.900.981.0600.757-LDLASG
Touhari and Mitiche-Kettab [97]CFRP_H16032061.500.300.860.025344031.00181.100.971.1700.836-LDLASG
Touhari and Mitiche-Kettab [97]CFRP_H16032061.500.301.720.051344032.00296.001.161.0800.771-LDLASG
Touhari and Mitiche-Kettab [97]CFRP_H16032061.500.301.720.051344032.00299.401.371.1100.793-LDLASG
Touhari and Mitiche-Kettab [97]CFRP_H16032061.500.301.720.051344032.00298.201.491.1900.850-LDLASG
Touhari and Mitiche-Kettab [97]CFRP_H16032061.500.302.600.076344033.003104.991.560.9300.664-LDLASG
Touhari and Mitiche-Kettab [97]CFRP_H16032061.500.302.600.076344033.003117.141.781.1800.843-LDLASG
Touhari and Mitiche-Kettab [97]CFRP_H16032061.500.302.600.076344033.003105.441.591.0100.721-LDLASG
Valdmanis et al. [99]CFRP_H15030061.600.180.910.00520119060.17180.500.270.1800.1890.094LSGASG
Valdmanis et al. [99]CFRP_H15030061.600.182.100.00923123890.34295.300.320.1600.1550.083LSGASG
Valdmanis et al. [99]CFRP_H15030061.600.183.220.01423626610.513104.900.360.3200.2840.166LSGASG
Xiao et al. [144]CFRP_H15230570.800.322.130.00923827380.342104.201.071.1000.955-LSGASG
Xiao et al. [144]CFRP_H15230570.800.322.130.00923827380.342110.301.431.1500.999-LSGASG
Xiao et al. [144]CFRP_H15230570.800.326.430.02723827381.026180.502.161.0000.869-LSGASG
Xiao et al. [144]CFRP_H15230570.800.326.430.02723827381.026197.702.330.9000.782-LSGASG
Xiao et al. [144]CFRP_H15230570.800.3210.760.04523827381.7010191.502.280.6700.582-LSGASG
Xiao et al. [144]CFRP_H15230570.800.3210.760.04523827381.7010162.401.390.5200.452-LSGASG
Xiao et al. [144]CFRP_H152305111.600.344.270.01823827380.684141.200.970.5700.495-LSGASG
Xiao et al. [144]CFRP_H152305111.600.344.270.01823827380.684134.000.750.5800.504-LSGASG
Xiao et al. [144]CFRP_H152305111.600.346.430.02723827381.026170.400.980.5200.452-LSGASG
Xiao et al. [144]CFRP_H152305111.600.346.430.02723827381.026176.601.120.6000.521-LSGASG
Xiao et al. [144]CFRP_H152305111.600.3410.760.04523827381.7010217.301.560.5600.486-LSGASG
Xiao et al. [144]CFRP_H152305111.600.3410.760.04523827381.7010217.101.600.5700.495-LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H15230564.500.270.740.00324038000.12165.600.590.930-0.600LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H15230564.500.270.740.00324038000.12168.700.570.810-0.523LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H15230562.900.270.740.00324038000.12166.300.650.980-0.632LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H15230564.500.271.480.00624038000.23272.300.931.250-0.806LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H15230562.400.271.480.00624038000.23268.400.710.940-0.606LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H15230564.200.271.480.00624038000.23268.200.821.080-0.697LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H15230564.500.272.220.00924038000.35385.901.191.070-0.690LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H15230564.500.272.220.00924038000.35380.301.001.010-0.652LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H15230564.500.272.960.01224038000.47499.401.381.110-0.716LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H15230562.400.272.960.01224038000.474101.301.410.980-0.632LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H15230565.800.272.960.01224038000.474104.301.361.030-0.665LSGASG
Ozbakkaloglu and Vincent [136]CFRP_H152305108.000.352.960.01224038000.474103.300.960.810-0.523LSGASG
Ozbakkaloglu and Vincent [100]CFRP_H152305112.000.363.710.01524038000.595121.201.090.800-0.516LSGASG
Ozbakkaloglu and Vincent [136]CFRP_H152305110.000.354.450.01924038000.706122.301.130.940-0.606LSGASG
Ahmad et al. [118]GFRP_H10220364.200.271.680.0354820700.882145.60----N/AN/A
Aire et al. [145]GFRP_H15030069.000.240.260.0046530000.15179.000.240.620-0.144LSGASG
Aire et al. [145]GFRP_H15030069.000.240.780.0126530000.45381.000.260.740-0.172LSGASG
Aire et al. [145]GFRP_H15030069.000.241.560.0246530000.896107.000.621.100-0.256LSGASG
Aire et al. [145]GFRP_H15030069.000.242.350.0366530001.349137.001.421.050-0.244LSGASG
Aire et al. [145]GFRP_H15030069.000.243.140.0486530001.7912170.001.461.110-0.258LSGASG
Almusallam [119]GFRP_H15030060.000.300.940.035275401.30162.400.520.491-0.246LDLADM
Almusallam [119]GFRP_H15030060.000.302.880.107275403.90399.601.600.698-0.349LDLADM
Almusallam [119]GFRP_H15030080.800.270.940.035275401.30188.900.370.239-0.120LDLADM
Almusallam [119]GFRP_H15030080.800.272.880.107275403.903100.900.690.869-0.435LDLADM
Almusallam [119]GFRP_H15030090.300.320.940.035275401.30197.000.320.253-0.127LDLADM
Almusallam [119]GFRP_H15030090.300.322.880.107275403.903110.000.900.825-0.413LDLADM
Almusallam [119]GFRP_H150300107.800.260.940.035275401.301116.000.280.310-0.155LDLADM
Almusallam [119]GFRP_H150300107.800.262.880.107275403.903125.200.320.307-0.154LDLADM
Benzaid et al. [146]GFRP_H16032056.700.240.260.011243830.44174.001.121.140-0.708LDLADM
Benzaid et al. [146]GFRP_H16032056.700.240.530.022243830.88284.001.281.150-0.715LDLADM
Benzaid et al. [146]GFRP_H16032056.700.241.060.044243831.76495.501.881.260-0.783LDLADM
Cui and Sheikh [46]GFRP_H15230579.900.240.730.033225081.25185.400.762.0180.855-LSGADM
Cui and Sheikh [46]GFRP_H15230579.900.240.730.033225081.25189.000.882.3601.000-LSGADM
Cui and Sheikh [46]GFRP_H15230579.900.241.470.067225082.50292.500.861.3890.589-LSGADM
Cui and Sheikh [46]GFRP_H15230579.900.241.470.067225082.50294.100.781.6940.718-LSGADM
Cui and Sheikh [46]GFRP_H15230579.900.242.220.101225083.753120.801.262.0080.851-LSGADM
Cui and Sheikh [46]GFRP_H15230579.900.242.220.101225083.753126.101.181.9160.812-LSGADM
Cui and Sheikh [46]GFRP_H15230579.900.242.850.136214965.004174.60----LSGADM
Cui and Sheikh [46]GFRP_H152305110.600.261.470.067225082.502144.300.671.1920.505-LSGADM
Cui and Sheikh [46]GFRP_H152305110.600.261.470.067225082.502143.500.461.0800.458-LSGADM
Cui and Sheikh [46]GFRP_H152305110.600.262.990.136225085.004174.600.951.3980.592-LSGADM
Cui and Sheikh [46]GFRP_H152305110.600.262.990.136225085.004172.901.281.5380.652-LSGADM
Green [142]GFRP_H15230559.00-1.800.053347482.00273.00----N/AN/A
Lim and Ozbakkaloblu [127]GFRP_H152.530573.000.262.010.0219530550.804136.002.692.4500.7630.700LSGADM
Lim and Ozbakkaloblu [127]GFRP_H152.530573.000.262.010.0219530550.804138.702.742.4600.7660.703LSGADM
Lim and Ozbakkaloblu [127]GFRP_H152.530573.000.262.010.0219530550.804136.302.612.2300.6950.637LSGADM
Mandal and Fam [143]GFRP_H10020080.600.221.370.053265751.301100.400.44---N/AN/A
Mandal and Fam [143]GFRP_H10020080.600.221.370.053265751.30196.300.30---N/AN/A
Mandal and Fam [143]GFRP_H10020080.600.221.370.053265751.301111.500.37---N/AN/A
Mandal and Fam [143]GFRP_H10020067.030.221.370.053265751.30186.700.31---N/AN/A
Mandal and Fam [143]GFRP_H10020067.030.221.370.053265751.30181.300.29---N/AN/A
Mandal and Fam [143]GFRP_H10020067.030.221.370.053265751.30192.400.34---N/AN/A
Mandal and Fam [143]GFRP_H10020080.600.222.780.107265752.60298.300.36---N/AN/A
Mandal and Fam [143]GFRP_H10020080.600.222.780.107265752.60295.800.37---N/AN/A
Mandal and Fam [143]GFRP_H10020080.600.222.780.107265752.602101.000.32---N/AN/A
Mandal and Fam [143]GFRP_H10020067.030.222.780.107265752.60297.500.32---N/AN/A
Mandal and Fam [143]GFRP_H10020067.030.222.780.107265752.60297.600.36---N/AN/A
Mandal and Fam [143]GFRP_H10020067.030.222.780.107265752.60289.900.45---N/AN/A
Touhari and Mitiche-Kettab [97]GFRP_H16032061.700.310.650.025263251.00169.400.891.2900.679-LDLASG
Touhari and Mitiche-Kettab [97]GFRP_H16032061.700.310.650.025263251.00173.100.941.4500.763-LDLASG
Touhari and Mitiche-Kettab [97]GFRP_H16032061.700.310.650.025263251.00177.501.111.6000.842-LDLASG
Touhari and Mitiche-Kettab [97]GFRP_H16032061.700.311.320.051263252.00280.801.491.5000.789-LDLASG
Touhari and Mitiche-Kettab [97]GFRP_H16032061.700.311.320.051263252.00276.701.351.4200.747-LDLASG
Touhari and Mitiche-Kettab [97]GFRP_H16032061.700.311.320.051263252.00278.001.441.4800.779-LDLASG
Touhari and Mitiche-Kettab [97]GFRP_H16032061.700.311.990.076263253.00390.101.711.3500.711-LDLASG
Touhari and Mitiche-Kettab [97]GFRP_H16032061.700.311.990.076263253.00392.101.881.4200.747-LDLASG
Touhari and Mitiche-Kettab [97]GFRP_H16032061.700.311.990.076263253.00394.401.951.5000.789-LDLASG
Lim and Ozbakkaloglu [127]AFRP_H152.530573.000.262.710.02112923900.804130.101.881.6500.8920.750LSGADM
Lim and Ozbakkaloglu [127]AFRP_H152.530573.000.262.710.02112923900.804130.501.691.6700.9030.759LSGADM
Lim and Ozbakkaloglu [127]AFRP_H152.530573.000.262.710.02112923900.804139.302.142.0201.0920.918LSGADM
Lim and Ozbakkaloglu [147]AFRP_H152.530585.670.244.080.03212923901.206166.202.021.5000.8110.682LSGADM
Lim and Ozbakkaloglu [147]AFRP_H152.530585.710.254.080.03212923901.206168.002.181.4800.8000.673LSGADM
Lim and Ozbakkaloglu [147]AFRP_H152.530585.600.244.080.03212923901.206165.202.091.4500.7840.659LSGADM
Lim and Ozbakkaloglu [147]AFRP_H152.5305112.590.274.080.03212923901.206165.501.971.3700.7410.623LSGADM
Lim and Ozbakkaloglu [147]AFRP_H152.5305112.270.274.080.03212923901.206168.401.741.4800.8000.673LSGADM
Lim and Ozbakkaloglu [147]AFRP_H152.5305112.480.274.080.03212923901.206163.101.871.4700.7950.668LSGADM
Lim and Ozbakkaloglu [147]AFRP_H152.5305121.090.264.080.03212923901.206167.101.771.1400.6160.518LSGADM
Lim and Ozbakkaloglu [147]AFRP_H152.5305121.200.264.080.03212923901.206172.101.761.3900.7510.632LSGADM
Lim and Ozbakkaloglu [147]AFRP_H152.5305121.150.264.080.03212923901.206168.401.781.3300.7190.605LSGADM
Lim and Ozbakkaloglu [147]AFRP_H152.5305113.720.264.080.03212923901.206186.502.041.5000.8110.682LSGADM
Lim and Ozbakkaloglu [147]AFRP_H152.5305113.800.264.080.03212923901.206170.701.751.1900.6430.541LSGADM
Lim and Ozbakkaloglu [147]AFRP_H152.5305113.690.264.080.03212923901.206178.501.941.4500.7840.659LSGADM
Ozbakkaloglu and Akin [136]AFRP_H152305102.002.540.02112029000.804118.701.291.2900.5340.586LSGASG
Ozbakkaloglu and Akin [136]AFRP_H152305100.002.540.02112029000.804122.301.451.1800.4880.536LSGASG
Ozbakkaloglu and Akin [136]AFRP_H152305106.003.820.03212029001.206153.201.701.0700.4430.486LSGASG
Ozbakkaloglu and Akin [136]AFRP_H152305106.003.820.03212029001.206154.701.701.1000.4550.500LSGASG
Wu et al. [148]AFRP_H10030078.500.451.350.01111820600.294118.301.08---N/AASG
Wu et al. [148]AFRP_H10030078.500.452.720.02311820600.574167.101.42---N/AASG
Wu et al. [148]AFRP_H10030078.500.454.080.03511820600.863185.801.61---N/AASG
Wu et al. [148]AFRP_H100300101.200.461.350.01111820600.291123.300.63---N/AASG
Wu et al. [148]AFRP_H100300101.200.462.720.02311820600.572154.001.02---N/AASG
Wu et al. [148]AFRP_H100300101.200.464.080.03511820600.863204.501.44---N/AASG
Lim et al. [147]AFRP_H152.530585.700.244.080.03212923901.206166.202.021.5000.8330.682LSGASG
Lim et al. [147]AFRP_H152.530585.700.244.080.03212923901.206168.002.181.4800.8220.673LSGASG
Lim et al. [147]AFRP_H152.530585.700.244.080.03212923901.206165.202.091.4500.8060.659LSGASG
Cui and Sheikh [46]HM_UHM_CFRP_H15230585.600.261.840.00443633140.16197.100.420.303-0.399LSGADM
Cui and Sheikh [46]HM_UHM_CFRP_H15230585.600.261.840.00443633140.16199.700.540.417-0.549LSGADM
Cui and Sheikh [46]HM_UHM_CFRP_H15230585.600.263.790.00943633140.332117.700.710.436-0.574LSGADM
Cui and Sheikh [46]HM_UHM_CFRP_H15230585.600.263.790.00943633140.332117.500.550.411-0.541LSGADM
Cui and Sheikh [46]HM_UHM_CFRP_H15230585.600.267.490.01743633140.654161.601.020.383-0.504LSGADM
Cui and Sheikh [46]HM_UHM_CFRP_H15230585.600.267.490.01743633140.654162.600.950.377-0.496LSGADM
Cui and Sheikh [46]HM_UHM_CFRP_H152305111.800.263.790.00943633140.332151.700.320.222-0.292LSGADM
Cui and Sheikh [46]HM_UHM_CFRP_H152305111.800.263.790.00943633140.332148.900.310.167-0.220LSGADM
Cui and Sheikh [46]HM_UHM_CFRP_H152305111.800.269.460.02243633140.825183.200.490.242-0.318LSGADM
Cui and Sheikh [46]HM_UHM_CFRP_H152305111.800.269.460.02243633140.825178.300.500.208-0.274LSGADM
Rousakis and Tepfers [140]HM_UHM_CFRP_H15030056.900.301.710.00537744100.17179.30----LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_H15030056.900.301.710.00537744100.17178.70----LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_H15030070.600.351.710.00537744100.17187.300.710.556-0.475LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_H15030070.600.351.710.00537744100.17184.000.650.529-0.452LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_H15030070.600.353.430.00937744100.34294.100.800.388-0.332LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_H15030070.600.353.430.00937744100.34298.100.920.568-0.486LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_H15030070.600.355.140.01437744100.513114.201.290.444-0.380LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_H15030070.600.355.140.01437744100.513110.401.220.421-0.360LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_H15030082.100.321.710.00537744100.17194.100.460.278-0.238LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_H15030082.100.321.710.00537744100.17196.000.560.455-0.389LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_H15030082.100.323.430.00937744100.34297.400.520.156-0.133LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_H15030082.100.323.430.00937744100.34298.900.440.140-0.120LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_H15030082.100.325.140.01437744100.513124.201.040.549-0.469LSGASG
Rousakis and Tepfers [140]HM_UHM_CFRP_H15030082.100.325.140.01437744100.513120.400.870.404-0.345LSGASG
Vincent and Ozbakkaloglu [149]Carbon152.530573.000.262.710.02112923900.804130.101.881.6500.8920.750LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.530573.000.262.710.02112923900.804130.501.691.6700.9030.759LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.530573.000.262.710.02112923900.804139.302.142.0201.0920.918LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.530585.670.244.080.03212923901.206166.202.021.5000.8110.682LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.530585.710.254.080.03212923901.206168.002.181.4800.8000.673LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.530585.600.244.080.03212923901.206165.202.091.4500.7840.659LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.5305112.590.274.080.03212923901.206165.501.971.3700.7410.623LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.5305112.270.274.080.03212923901.206168.401.741.4800.8000.673LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.5305112.480.274.080.03212923901.206163.101.871.4700.7950.668LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.5305121.090.264.080.03212923901.206167.101.771.1400.6160.518LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.5305121.200.264.080.03212923901.206172.101.761.3900.7510.632LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.5305121.150.264.080.03212923901.206168.401.781.3300.7190.605LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.5305113.720.264.080.03212923901.206186.502.041.5000.8110.682LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.5305113.800.264.080.03212923901.206170.701.751.1900.6430.541LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.5305113.690.264.080.03212923901.206178.501.941.4500.7840.659LSGADM
Vincent and Ozbakkaloglu [149]Carbon152305102.002.540.02112029000.804118.701.291.2900.5340.586LSGADM
Vincent and Ozbakkaloglu [149]Carbon152305100.002.540.02112029000.804122.301.451.1800.4880.536LSGADM
Vincent and Ozbakkaloglu [149]Carbon152305106.003.820.03212029001.206153.201.701.0700.4430.486LSGADM
Vincent and Ozbakkaloglu [149]Carbon152305106.003.820.03212029001.206154.701.701.1000.4550.500LSGADM
Vincent and Ozbakkaloglu [149]Carbon10030078.500.451.350.01111820600.294118.301.08---LSGADM
Vincent and Ozbakkaloglu [149]Carbon10030078.500.452.720.02311820600.574167.101.42---LSGADM
Vincent and Ozbakkaloglu [149]Carbon10030078.500.454.080.03511820600.863185.801.61---LSGADM
Vincent and Ozbakkaloglu [149]Carbon100300101.200.461.350.01111820600.291123.300.63---LSGADM
Vincent and Ozbakkaloglu [149]Carbon100300101.200.462.720.02311820600.572154.001.02---LSGADM
Vincent and Ozbakkaloglu [149]Carbon100300101.200.464.080.03511820600.863204.501.44---LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.530585.700.244.080.03212923901.206166.202.021.5000.8330.682LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.530585.700.244.080.03212923901.206168.002.181.4800.8220.673LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.530585.700.244.080.03212923901.206165.202.091.4500.8060.659LSGADM
Vincent and Ozbakkaloglu [149]Carbon15230585.600.261.840.00443633140.16197.100.420.303-0.399LSGADM
Vincent and Ozbakkaloglu [149]Carbon15230585.600.261.840.00443633140.16199.700.540.417-0.549LSGADM
Vincent and Ozbakkaloglu [149]Carbon15230585.600.263.790.00943633140.332117.700.710.436-0.574LSGADM
Vincent and Ozbakkaloglu [149]Carbon15230585.600.263.790.00943633140.332117.500.550.411-0.541LSGADM
Vincent and Ozbakkaloglu [149]Carbon15230585.600.267.490.01743633140.654161.601.020.383-0.504LSGADM
Table 3. Test database of tube-encased concrete specimens.
Table 3. Test database of tube-encased concrete specimens.
PaperConfining
Materrial
Cylinder
Dimensions
Concrete PropertiesFRP Jacket PropertiesMeasured Ultimate
Conditions
Hoop-Rupture-Strain FactorsMeasurement
Method
AuthorFiber TypeD (mm)H (mm)f′co (MPa)εco (%)ρf Ef (GPa)ρfEf (GPa)ff (MPa)tf (mm)Layers (num)f′cc (MPa)εcu (%)εh_rup (%)kε_FRPkε_fLateral StrainAxial
Strain
Harries and Carey [123]E-glass15230531.800.280.390.0814.90753.00133.60-1.290.8430.863LSGADM
Harries and Carey [123]E-glass15230531.800.281.230.2514.90759.00348.40-1.130.7380.756LSGADF
Hong and Kim [150]Carbon30060017.50-3.680.027137.0020582.00275.602.88---LSGASG
Hong and Kim [150]Carbon30060017.50-5.530.040137.0020583.00380.202.23---LSGASG
Karantzikis et al. [28]Carbon20035012.100.220.550.002230.0035000.12121.541.16---N/AADM
Li et al. [151]E-glass15030047.500.400.590.00873.0018000.30150.900.901.50-0.608LSGASG
Li et al. [151]E-glass15030047.500.400.590.00873.0018000.30185.702.102.40-0.973LSGASG
Lim and Ozbakkaloglu [152]Carbon152.530529.60-1.020.004236.0041520.17157.301.841.52-0.981LSGASG
Lim and Ozbakkaloglu [152]Carbon152.530529.60-1.020.004236.0041520.17160.402.031.52-0.981LSGASG
Lim and Ozbakkaloglu [152]Carbon152.530529.60-1.020.004236.0041520.17161.202.231.50-0.968LSGASG
Lim and Ozbakkaloglu [152]Carbon152.530549.60-2.050.009236.0041520.33298.002.481.22-0.787LSGASG
Lim and Ozbakkaloglu [152]Carbon152.530549.60-2.050.009236.0041520.33295.302.171.33-0.858LSGASG
Lim and Ozbakkaloglu [152]Carbon152.530549.60-2.050.009236.0041520.332100.302.071.36-0.877LSGASG
Lim and Ozbakkaloglu [152]Glass152.530529.60-0.500.00595.3030550.20150.801.822.000.6230.571LSGASG
Lim and Ozbakkaloglu [152]Glass152.530529.60-0.500.00595.3030550.20146.601.511.890.5890.540LSGASG
Lim and Ozbakkaloglu [152]Glass152.530529.60-0.500.00595.3030550.20149.402.022.000.6230.571LSGASG
Lim and Ozbakkaloglu [152]Glass152.530549.60-1.000.01195.3030550.40278.301.821.590.4950.454LSGASG
Lim and Ozbakkaloglu [152]Glass152.530549.60-1.000.01195.3030550.40275.601.851.690.5260.483LSGASG
Lim and Ozbakkaloglu [152]Glass152.530549.60-1.000.01195.3030550.40271.401.421.230.3830.351LSGASG
Lim and Ozbakkaloglu [152]Aramid152.530529.60-0.670.005128.5023900.20152.502.122.130.9680.852LSGASG
Lim and Ozbakkaloglu [152]Aramid152.530529.60-0.670.005128.5023900.20150.301.951.880.8550.752LSGASG
Lim and Ozbakkaloglu [152]Aramid152.530529.60-0.670.005128.5023900.20150.502.011.840.8360.736LSGASG
Lim and Ozbakkaloglu [152]Aramid152.530549.60-1.350.011128.5023900.40283.102.601.800.8180.720LSGASG
Lim and Ozbakkaloglu [152]Aramid152.530549.60-1.350.011128.5023900.40287.202.321.800.8180.720LSGASG
Lim and Ozbakkaloglu [152]Aramid152.530549.60-1.350.011128.5023900.40284.002.751.770.8050.708LSGASG
Mastrapa [128]S-glass152.530537.20-2.100.10919.195864.066112.00----N/AN/A
Mastrapa [128]S-glass152.530537.20-2.100.10919.195864.066110.00----N/AN/A
Mastrapa [128]S-glass152.530529.80-0.310.01619.195650.61126.681.501.100.3740.341N/AN/A
Mastrapa [128]S-glass152.530531.20-0.940.04919.195651.84363.093.122.250.7640.698N/AN/A
Mastrapa [128]S-glass152.530531.20-0.940.04919.195651.84365.433.112.220.7540.689N/AN/A
Mastrapa [128]S-glass152.530531.20-1.580.08219.195653.07591.914.271.970.6690.611N/AN/A
Mastrapa [128]S-glass152.530531.20-1.580.08219.195653.07589.015.031.750.5940.543N/AN/A
Matthys et al. [75]Carbon15030034.900.210.620.003200.0026000.12142.200.721.080.8310.665LSGASG
Matthys et al. [75]Carbon15030034.900.212.640.006420.0011000.24240.700.360.180.6870.435LSGASG
Mirmiran et al. [129]Glass152.530529.80-0.400.00755.8518000.28133.651.00---LSGADF
Mirmiran et al. [129]Glass152.530529.80-0.400.00755.8518000.28133.162.30---LSGADF
Mirmiran et al. [129]Glass152.530529.80-0.400.00755.8518000.28133.232.00---LSGADF
Mirmiran et al. [129]Glass152.530529.80-1.220.02255.8518000.83363.022.70---LSGADF
Mirmiran et al. [129]Glass152.530529.80-1.220.02255.8518000.83365.163.00---LSGADF
Mirmiran et al. [129]Glass152.530529.80-1.220.02255.8518000.83365.232.80---LSGADF
Mirmiran et al. [129]Glass152.530529.80-2.030.03655.8518001.38593.704.30---LSGADF
Mirmiran et al. [129]Glass152.530529.80-2.030.03655.8518001.38592.263.90---LSGADF
Mirmiran et al. [129]Glass152.530529.80-1.220.02255.8518000.83396.464.40---LSGADF
Mirmiran et al. [129]Glass152.530531.20-1.220.02255.8518000.83367.503.00---LSGADF
Mirmiran et al. [129]Glass152.530531.20-2.030.03655.8518001.38564.683.10---LSGADF
Mirmiran et al. [129]Glass152.530531.20-2.030.03655.8518001.38591.015.30---LSGADF
Mirmiran et al. [129]Glass152.530531.20-0.740.003240.0038000.12196.876.30---LSGADF
Ozbakkaloglu and Vincent [153]Carbon7415243.00-1.520.006240.0038000.12167.401.351.07-0.676LSGASG
Ozbakkaloglu and Vincent [153]Carbon7415243.00-1.520.006240.0038000.12171.001.441.32-0.834LSGASG
Ozbakkaloglu and Vincent [153]Carbon7415243.00-1.520.006240.0038000.12161.100.920.91-0.575LSGASG
Ozbakkaloglu and Vincent [153]Carbon7415247.80-1.520.006240.0038000.12160.900.840.83-0.524LSGASG
Ozbakkaloglu and Vincent [153]Carbon7415255.00-3.050.013240.0038000.23256.500.800.72-0.455LSGASG
Ozbakkaloglu and Vincent [153]Carbon7415255.00-3.050.013240.0038000.23296.001.431.13-0.714LSGASG
Ozbakkaloglu and Vincent [153]Carbon7415250.30-3.050.013240.0038000.23298.101.710.95-0.600LSGASG
Ozbakkaloglu and Vincent [153]Carbon7415252.000.251.520.006240.0038000.121105.702.411.07-0.675LSGASG
Ozbakkaloglu and Vincent [153]Carbon15230537.30-0.740.003240.0038000.12142.000.791.20-0.758LSGASG
Ozbakkaloglu and Vincent [153]Carbon15230534.60-1.480.006240.0038000.23241.600.660.77-0.486LSGASG
Ozbakkaloglu and Vincent [153]Carbon15230535.50-1.480.006240.0038000.23259.101.431.32-0.834LSGASG
Ozbakkaloglu and Vincent [153]Carbon15230536.30-1.480.006240.0038000.23260.901.531.36-0.859LSGASG
Ozbakkaloglu and Vincent [153]Carbon15230537.30-1.480.006240.0038000.23261.701.451.23-0.777LSGASG
Ozbakkaloglu and Vincent [153]Carbon30260036.30-1.490.006240.0038000.47438.600.801.08-0.682LSGASG
Ozbakkaloglu and Vincent [153]Aramid30260036.30-0.320.003120.0029000.20257.001.521.17-0.739LSGASG
Ozbakkaloglu and Vincent [153]Aramid10020037.00-0.960.008120.0029000.20270.602.062.22-0.888LSGASG
Ozbakkaloglu and Vincent [153]Aramid10020035.50-0.960.008120.0029000.20265.501.752.08-0.832LSGASG
Ozbakkaloglu and Vincent [153]Aramid10020034.00-1.190.01299.0029300.30162.801.882.25-0.900LSGASG
Ozbakkaloglu and Vincent [153]Aramid10020037.20-1.190.01299.0029300.30189.103.102.11-0.713LSGASG
Ozbakkaloglu and Vincent [153]Aramid10020037.20-1.190.01299.0029300.30191.903.312.39-0.808LSGASG
Ozbakkaloglu and Vincent [153]HM_Carbon10020035.40-4.870.008640.0026500.19286.703.042.21-0.747LSGASG
Ozbakkaloglu and Vincent [153]HM_Carbon15230536.30-3.200.005640.0026500.19246.400.280.12-0.290LSGASG
Ozbakkaloglu and Vincent [153]HM_Carbon15230536.30-3.200.005640.0026500.19246.000.300.11-0.266LSGASG
Ozbakkaloglu and Vincent [153]HM_Carbon15230536.30-3.200.005640.0026500.19243.300.250.18-0.435LSGASG
Park et al. [154]Glass15030032.00-1.060.02739.593211.00154.201.50---N/AASG
Park et al. [154]Glass15030032.00-1.060.02739.593211.00155.30----N/AASG
Park et al. [154]Glass15030032.00-1.060.02739.593211.00156.701.70---N/AASG
Park et al. [154]Glass15030054.00-4.580.08256.125303.00395.50----N/AASG
Park et al. [154]Glass15030054.00-4.580.08256.125303.003114.702.36---N/AASG
Park et al. [154]Glass15030054.00-4.580.08256.125303.003111.70----N/AASG
Park et al. [154]Glass15030054.00-7.850.13856.996075.005206.403.88---N/AASG
Park et al. [154]Glass15030054.00-7.850.13856.996075.005198.90----N/AASG
Park et al. [154]Glass15030054.00-7.850.13856.996075.005189.10----N/AASG
Park et al. [154]Glass15045054.00-4.580.08256.125303.003115.303.14---N/AASG
Park et al. [154]Glass15045054.00-4.580.08256.125303.003113.403.42---N/AASG
Park et al. [154]Glass15045054.00-4.580.08256.125303.003108.503.64---N/AASG
Saafi et al. [155]Glass15243535.000.250.680.02132.004500.80152.801.90---LSGASG
Saafi et al. [155]Glass15243535.000.251.450.04334.005051.60266.002.47---LSGASG
Saafi et al. [155]Glass15243535.000.252.310.06436.005602.40383.003.00---LSGASG
Saafi et al. [155]Carbon15243535.000.251.060.003367.0033000.11155.001.00---LSGASG
Saafi et al. [155]Carbon15243535.000.252.360.006390.0035500.23268.001.60---LSGASG
Saafi et al. [155]Carbon15243535.000.256.030.015415.0037000.55597.002.20---LSGASG
Vincent and Ozbakkaloglu [137]Aramid15230549.40-1.900.016120.0029000.602104.603.152.19-0.901LSGASG
Vincent and Ozbakkaloglu [137]Aramid15230549.40-1.900.016120.0029000.602107.903.552.42-0.996LSGASG
Vincent and Ozbakkaloglu [137]Aramid15230549.40-1.900.016120.0029000.602106.303.472.38-0.979LSGASG
Vincent and Ozbakkaloglu [137]Aramid15230549.40-1.900.016120.0029000.602109.903.012.11-0.868LSGASG
Vincent and Ozbakkaloglu [137]Aramid15230549.40-1.900.016120.0029000.602109.903.182.33-0.959LSGASG
Vincent and Ozbakkaloglu [137]Aramid15230549.40-1.900.016120.0029000.602110.702.982.24-0.922LSGASG
Vincent and Ozbakkaloglu [149]Carbon15230552.000.252.020.009230.0043700.33396.402.311.61-0.847LSGADM
Vincent and Ozbakkaloglu [149]Carbon15230552.000.252.020.009230.0043700.33394.002.221.55-0.816LSGADM
Vincent and Ozbakkaloglu [149]Carbon15230552.000.252.020.009230.0043700.33392.102.141.35-0.711LSGADM
Vincent and Ozbakkaloglu [149]Carbon15230552.000.252.020.009230.0043700.333103.602.481.60-0.842LSGADM
Vincent and Ozbakkaloglu [149]Carbon15230552.000.252.020.009230.0043700.33395.402.251.60-0.842LSGADM
Vincent and Ozbakkaloglu [149]Carbon15230552.000.252.020.009230.0043700.33396.102.191.69-0.889LSGADM
Vincent and Ozbakkaloglu [149]Carbon15230552.000.252.020.009230.0043700.33396.80----LSGADM
Vincent and Ozbakkaloglu [149]Carbon15230552.000.252.020.009230.0043700.333100.602.201.57-0.826LSGADM
Vincent and Ozbakkaloglu [149]Carbon15230552.000.252.020.009230.0043700.33396.602.121.69-0.889LSGADM
Vincent and Ozbakkaloglu [149]Carbon15230552.000.252.020.009230.0043700.333106.402.14---LSGADM
Vincent and Ozbakkaloglu [149]Carbon15230552.000.252.020.009230.0043700.333105.20----LSGADM
Vincent and Ozbakkaloglu [149]Carbon15230552.000.252.020.009230.0043700.333102.302.361.56-0.821LSGADM
Vincent and Ozbakkaloglu [149]Carbon15230552.000.252.020.009230.0043700.33395.402.191.61-0.847LSGADM
Vincent and Ozbakkaloglu [149]Carbon15230552.000.252.020.009230.0043700.33396.602.231.49-0.784LSGADM
Vincent and Ozbakkaloglu [149]Carbon15230552.000.252.020.009230.0043700.33396.202.141.58-0.832LSGADM
Vincent and Ozbakkaloglu [149]Carbon15230552.000.252.020.009230.0043700.33396.702.171.53-0.805LSGADM
Vincent and Ozbakkaloglu [149]Carbon15230552.000.252.020.009230.0043700.33397.502.191.46-0.768LSGADM
Vincent and Ozbakkaloglu [149]Carbon15230552.000.252.020.009230.0043700.33393.801.971.43-0.753LSGADM
Vincent and Ozbakkaloglu [149]Carbon15230552.000.252.020.009230.0043700.33399.202.081.62-0.853LSGADM
Vincent and Ozbakkaloglu [149]Carbon15230552.000.252.020.009230.0043700.33398.901.971.58-0.832LSGADM
Vincent and Ozbakkaloglu [149]Carbon15230552.000.252.020.009230.0043700.33399.502.121.49-0.784LSGADM
Lim et al. [127]Glass152.530534.000.221.000.01195.3030550.40278.103.392.45-0.764LSGADM
Lim et al. [127]Glass152.530534.000.221.000.01195.3030550.40276.303.632.48-0.774LSGADM
Lim et al. [127]Glass152.530534.000.221.000.01195.3030550.40275.103.232.49-0.777LSGADM
Vincent et al. [156]Aramid15230544.800.271.360.011128.5023900.40278.302.15---N/AASG
Vincent et al. [156]Aramid15230544.800.231.360.011128.5023900.40273.401.781.79-0.962N/AASG
Vincent et al. [156]Aramid15230544.800.231.360.011128.5023900.40274.501.77---N/AASG
Lim et al. [152]Aramid15230529.600.200.680.005128.5023900.20152.502.122.29-0.881LSGASG
Lim et al. [152]Aramid15230529.600.200.680.005128.5023900.20150.301.952.34-0.900LSGASG
Lim et al. [152]Aramid15230529.600.200.680.005128.5023900.20150.502.012.41-0.927LSGASG
Lim et al. [152]Carbon15230529.600.201.030.004236.0041520.17157.301.841.80-0.947LSGASG
Lim et al. [152]Carbon15230529.600.201.030.004236.0041520.17160.402.031.84-0.968LSGASG
Lim et al. [152]Carbon15230529.600.201.030.004236.0041520.17161.202.231.87-0.984LSGASG
Lim et al. [152]Glass15230529.600.200.500.00595.3030550.20150.801.822.54-0.726LSGASG
Lim et al. [152]Glass15230529.600.200.500.00595.3030550.20146.601.512.18-0.623LSGASG
Lim et al. [152]Glass15230529.600.200.500.00595.3030550.20149.402.022.60-0.743LSGASG
Lim et al. [152]Aramid15230549.600.201.360.011128.5023900.40283.102.601.97-0.758LSGASG
Lim et al. [152]Aramid15230549.600.201.360.011128.5023900.40287.202.322.11-0.812LSGASG
Lim et al. [152]Aramid15230549.600.201.360.011128.5023900.40284.002.752.05-0.788LSGASG
Lim et al. [152]Carbon15230549.600.202.050.009236.0041520.33298.002.481.47-0.774LSGASG
Lim et al. [152]Carbon15230549.600.202.050.009236.0041520.33295.302.171.66-0.874LSGASG
Lim et al. [152]Carbon15230549.600.202.050.009236.0041520.332100.302.071.54-0.811LSGASG
Lim et al. [152]Glass15230549.600.201.010.01195.3030550.40278.301.822.00-0.571LSGASG
Lim et al. [152]Glass15230549.600.201.010.01195.3030550.40275.601.851.95-0.557LSGASG
Lim et al. [152]Glass15230549.600.201.010.01195.3030550.40271.401.421.45-0.414LSGASG
Samaan [157]Glass145.03304.820.680.201.490.05328.405701.88977.57----LSGASG
Samaan [157]Glass145.03304.820.680.201.490.05328.405701.88987.98----LSGASG
Samaan [157]Glass145.03304.846.880.202.650.09328.406603.3016126.86----LSGASG
Samaan [157]Glass145.03304.846.880.202.650.09328.406603.3016125.00----LSGASG
Samaan [157]Glass145.03304.846.880.202.650.09328.406603.3016121.55----LSGASG
Samaan [157]Glass145.03304.820.680.201.490.05328.405701.88949.64----LSGASG
Samaan [157]Glass145.03304.820.680.201.490.05328.405701.88963.161.53---LSGASG
Samaan [157]Glass145.03304.820.680.201.490.05328.405701.88961.091.49---LSGASG
Samaan [157]Glass145.03304.846.880.202.650.09328.406603.3016101.562.61---LSGASG
Samaan [157]Glass145.03304.846.880.202.650.09328.406603.301688.602.35---LSGASG
Samaan [157]Glass145.03304.846.880.202.650.09328.406603.3016102.042.68---LSGASG
Samaan [157]Glass145.03304.840.680.204.910.17328.407006.0228125.143.45---LSGASG
Samaan [157]Glass145.03304.840.680.204.910.17328.407006.0228135.96----LSGASG
Samaan [157]Glass145.03304.840.680.204.910.17328.407006.0228125.974.04---LSGASG
Samaan [157]Glass145.03304.831.030.200.890.03624.648091.30653.643.061.300.5860.415LSGASG
Samaan [157]Glass145.03304.831.030.200.890.03624.648091.30656.473.271.740.7840.556LSGASG
Samaan [157]Glass145.03304.831.030.200.890.03624.648091.30667.152.901.730.7780.552LSGASG
Samaan [157]Glass145.03304.831.030.200.890.03624.648091.30655.303.761.570.7090.503LSGASG
Samaan [157]Glass145.03304.831.030.200.890.03624.648091.30660.263.801.780.8010.568LSGASG
Samaan [157]Glass145.03304.831.030.200.890.03624.648091.30659.093.431.960.8820.625LSGASG
Samaan [157]Glass145.03304.831.030.200.890.03624.648091.30660.813.431.810.8150.578LSGASG
Samaan [157]Glass145.03304.829.650.201.680.05928.409622.111072.884.071.430.6500.457LSGASG
Samaan [157]Glass145.03304.829.650.201.680.05928.409622.111065.712.94---LSGASG
Samaan [157]Glass145.03304.829.650.201.680.05928.409622.111077.984.411.570.7140.502LSGASG
Samaan [157]Glass145.03304.829.650.201.680.05928.409622.111074.534.311.560.7090.498LSGASG
Samaan [157]Glass145.03304.829.650.201.680.05928.409622.111093.014.281.740.7900.556LSGASG
Samaan [157]Glass145.03304.829.650.201.680.05928.409622.111071.713.921.590.7230.508LSGASG
Samaan [157]Glass145.03304.829.650.201.680.05928.409622.111077.363.791.450.6590.463LSGASG
Samaan [157]Glass145.03304.829.650.201.680.05928.409622.111077.083.771.380.6270.441LSGASG
Samaan [157]Glass145.03304.831.720.202.400.08428.409623.001485.704.351.360.6030.433LSGASG
Samaan [157]Glass145.03304.831.720.202.400.08428.409623.001486.744.691.480.6580.473LSGASG
Samaan [157]Glass145.03304.831.720.202.400.08428.409623.001486.184.601.240.5510.396LSGASG
Samaan [157]Glass145.03304.831.720.202.400.08428.409623.0014114.665.331.920.8540.614LSGASG
Samaan [157]Glass145.03304.831.720.202.400.08428.409623.001487.434.141.440.6400.460LSGASG
Samaan [157]Glass145.03304.831.720.202.400.08428.409623.001486.124.221.280.5670.407LSGASG
Samaan [157]Glass145.03304.831.720.202.400.08428.409623.001483.984.301.220.5420.390LSGASG
Fam [158]Glass10020037.700.202.920.12723.005483.08981.00----LSGASG
Fam [158]Glass10020037.700.201.110.1278.703983.09150.30----LSGASG
Lim and Ozbakkalaglu [152]Carbon152.5305.074.10-3.070.013236.0041520.502141.701.491.17-0.665LSGASG
Lim and Ozbakkalaglu [152]Carbon152.5305.074.10-3.070.013236.0041520.502146.101.471.03-0.585LSGASG
Lim and Ozbakkalaglu [152]Carbon152.5305.074.10-3.070.013236.0041520.502147.601.711.29-0.733LSGASG
Lim and Ozbakkalaglu [152]Carbon152.5305.098.00-4.100.017236.0041520.663173.102.161.20-0.682LSGASG
Lim and Ozbakkalaglu [152]Carbon152.5305.098.00-4.100.017236.0041520.663180.302.031.48-0.841LSGASG
Lim and Ozbakkalaglu [152]Carbon152.5305.098.00-4.100.017236.0041520.663174.402.201.34-0.762LSGASG
Lim and Ozbakkalaglu [152]Glass152.5305.074.10-1.510.01695.3030550.60390.800.540.43-0.134LSGASG
Lim and Ozbakkalaglu [152]Glass152.5305.074.10-1.510.01695.3030550.60391.801.220.84-0.262LSGASG
Lim and Ozbakkalaglu [152]Glass152.5305.074.10-1.510.01695.3030550.60393.001.210.93-0.290LSGASG
Lim and Ozbakkalaglu [152]Glass152.5305.098.00-2.010.02195.3030550.804135.202.291.64-0.512LSGASG
Lim and Ozbakkalaglu [152]Glass152.5305.098.00-2.010.02195.3030550.804140.302.801.74-0.543LSGASG
Lim and Ozbakkalaglu [152]Glass152.5305.098.00-2.010.02195.3030550.804133.902.401.54-0.480LSGASG
Lim and Ozbakkalaglu [152]Aramid152.5305.074.10-2.030.016128.5023900.603123.502.281.69-0.909LSGASG
Lim and Ozbakkalaglu [152]Aramid152.5305.074.10-2.030.016128.5023900.603126.402.511.80-0.968LSGASG
Lim and Ozbakkalaglu [152]Aramid152.5305.074.10-2.030.016128.5023900.603108.802.091.35-0.726LSGASG
Lim and Ozbakkalaglu [152]Aramid152.5305.098.00-2.710.021128.5023900.804125.802.061.19-0.640LSGASG
Lim and Ozbakkalaglu [152]Aramid152.5305.098.00-2.710.021128.5023900.804130.901.731.17-0.629LSGASG
Lim and Ozbakkalaglu [152]Aramid152.5305.098.00-2.710.021128.5023900.804132.802.391.47-0.790LSGASG
Lim and Ozbakkalaglu [147]Glass152.5305.084.840.283.020.03295.3030551.203184.102.912.24-0.699LSGADM
Lim and Ozbakkalaglu [147]Glass152.5305.084.650.283.020.03295.3030551.203182.002.711.99-0.621LSGADM
Lim and Ozbakkalaglu [147]Glass152.5305.084.550.283.020.03295.3030551.203178.402.902.18-0.680LSGADM
Lim and Ozbakkalaglu [147]Glass152.5305.084.640.283.020.03295.3030551.203187.902.831.96-0.611LSGADM
Lim and Ozbakkalaglu [147]Glass152.5305.084.690.283.020.03295.3030551.203180.402.782.46-0.767LSGADM
Lim and Ozbakkalaglu [147]Glass152.5305.084.760.283.020.03295.3030551.203176.302.651.94-0.605LSGADM
Lim and Ozbakkalaglu [147]Glass152.5305.084.570.283.020.03295.3030551.203188.603.612.38-0.742LSGADM
Lim and Ozbakkalaglu [147]Glass152.5305.084.510.283.020.03295.3030551.203181.703.262.35-0.733LSGADM
Lim and Ozbakkalaglu [147]Glass152.5305.084.690.283.020.03295.3030551.203164.302.741.99-0.621LSGADM
Lim and Ozbakkalaglu [147]Glass152.5305.057.400.263.020.03295.3030551.203125.703.542.48-0.774LSGADM
Lim and Ozbakkalaglu [147]Glass152.5305.057.300.263.020.03295.3030551.203127.203.612.67-0.833LSGADM
Lim and Ozbakkalaglu [147]Glass152.5305.057.290.263.020.03295.3030551.203131.203.802.50-0.780LSGADM
Ozbakkaloglu and Vincent [153]Aramid100.0200.085.90-1.930.016120.0029000.402121.301.651.76-0.728LSGASG
Ozbakkaloglu and Vincent [153]Aramid100.0200.082.40-1.930.016120.0029000.402107.301.581.84-0.761LSGASG
Ozbakkaloglu and Vincent [153]Aramid100.0200.082.40-1.930.016120.0029000.402112.301.651.92-0.794LSGASG
Ozbakkaloglu and Vincent [153]Aramid100.0200.085.90-2.900.024120.0029000.603148.201.921.62-0.670LSGASG
Ozbakkaloglu and Vincent [153]Aramid100.0200.085.90-2.900.024120.0029000.603154.302.231.76-0.728LSGASG
Ozbakkaloglu and Vincent [153]Aramid100.0200.085.90-2.900.024120.0029000.603159.702.382.17-0.898LSGASG
Ozbakkaloglu and Vincent [153]Aramid100.0200.0110.10-2.900.024120.0029000.603154.802.111.35-0.559LSGASG
Ozbakkaloglu and Vincent [153]Aramid100.0200.0110.10-2.900.024120.0029000.603150.901.711.54-0.637LSGASG
Ozbakkaloglu and Vincent [153]Aramid100.0200.0110.10-2.900.024120.0029000.603156.601.871.78-0.737LSGASG
Ozbakkaloglu and Vincent [153]Aramid100.0200.0110.10-3.870.032120.0029000.804183.802.211.47-0.608LSGASG
Ozbakkaloglu and Vincent [153]Aramid100.0200.0110.10-3.870.032120.0029000.804190.902.471.57-0.650LSGASG
Ozbakkaloglu and Vincent [153]Aramid100.0200.0110.10-3.870.032120.0029000.804198.80----LSGASG
Ozbakkaloglu and Vincent [153]Aramid152.0305.079.60-1.900.016120.0029000.603105.001.672.12-0.877LSGASG
Ozbakkaloglu and Vincent [153]Aramid152.0305.077.20-1.900.016120.0029000.603102.001.641.59-0.658LSGASG
Ozbakkaloglu and Vincent [153]Aramid152.0305.077.00-1.900.016120.0029000.603118.002.231.79-0.741LSGASG
Ozbakkaloglu and Vincent [153]Aramid152.0305.0104.50-3.820.032120.0029001.206164.301.981.19-0.492LSGASG
Ozbakkaloglu and Vincent [153]Aramid152.0305.0104.50-3.820.032120.0029001.206168.702.181.53-0.633LSGASG
Ozbakkaloglu and Vincent [153]Aramid152.0305.0104.50-3.820.032120.0029001.206178.902.051.63-0.674LSGASG
Ozbakkaloglu and Vincent [153]Aramid100.0200.085.90-1.590.01699.0029300.402176.202.892.36-0.797LSGASG
Ozbakkaloglu and Vincent [153]Aramid100.0200.083.00-1.590.01699.0029300.402154.902.531.74-0.589LSGASG
Ozbakkaloglu and Vincent [153]Aramid100.0200.085.90-1.590.01699.0029300.402176.602.892.42-0.818LSGASG
Ozbakkaloglu and Vincent [153]Aramid100.0200.0110.10-2.390.02499.0029300.603232.403.222.01-0.679LSGASG
Ozbakkaloglu and Vincent [153]Aramid100.0200.0110.10-2.390.02499.0029300.603224.102.812.11-0.713LSGASG
Ozbakkaloglu and Vincent [153]Aramid100.0200.0110.10-2.390.02499.0029300.603244.603.482.26-0.764LSGASG
Ozbakkaloglu and Vincent [153]HM_Carbon152.0305.059.00-3.200.005640.0026500.19170.000.500.26-0.638LSGASG
Ozbakkaloglu and Vincent [153]HM_Carbon152.0305.055.60-3.200.005640.0026500.19166.600.500.22-0.553LSGASG
Ozbakkaloglu and Vincent [153]HM_Carbon152.0305.059.00-3.200.005640.0026500.19169.900.470.26-0.638LSGASG
Ozbakkaloglu and Vincent [153]HM_Carbon152.0305.059.00-6.420.010640.0026500.38270.800.470.11-0.283LSGASG
Ozbakkaloglu and Vincent [153]HM_Carbon152.0305.059.00-6.420.010640.0026500.38277.300.450.14-0.350LSGASG
Ozbakkaloglu and Vincent [153]HM_Carbon152.0305.059.00-6.420.010640.0026500.38273.500.400.10-0.250LSGASG
Vincent and Ozbakkaloglu [149]Carbon152.0305.084.700.284.050.018230.0043700.676160.101.661.23-0.647LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.0305.084.700.284.050.018230.0043700.676172.501.801.49-0.784LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.0305.084.700.284.050.018230.0043700.676179.601.951.34-0.705LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.0305.084.700.284.050.018230.0043700.676186.802.061.03-0.542LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.0305.084.700.284.050.018230.0043700.676192.402.001.44-0.758LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.0305.084.700.284.050.018230.0043700.676172.001.801.25-0.658LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.0305.084.700.284.050.018230.0043700.676179.401.781.06-0.558LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.0305.084.700.284.050.018230.0043700.676181.201.81---LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.0305.084.700.284.050.018230.0043700.676188.601.971.38-0.726LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.0305.084.700.284.050.018230.0043700.676189.201.97---LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.0305.084.700.284.050.018230.0043700.676186.201.90---LSGADM
Vincent and Ozbakkaloglu [149]Carbon152.0305.084.700.284.050.018230.0043700.676192.302.13---LSGADM
Lim and Ozbakkaloglu [127]Aramid152.5305.073.000.262.710.021128.5023900.804130.101.881.65-0.750LSGADM
Lim and Ozbakkaloglu [127]Aramid152.5305.073.000.262.710.021128.5023900.804130.501.691.67-0.759LSGADM
Lim and Ozbakkaloglu [127]Aramid152.5305.073.000.262.710.021128.5023900.804139.302.142.02-0.918LSGADM
Lim and Ozbakkaloglu [127]Glass152.5305.073.000.262.010.02195.3030550.804136.002.692.45-0.700LSGADM
Lim and Ozbakkaloglu [127]Glass152.5305.073.000.262.010.02195.3030550.804138.702.742.46-0.703LSGADM
Lim and Ozbakkaloglu [127]Glass152.5305.073.000.262.010.02195.3030550.804136.302.612.23-0.637LSGADM
Vincent and Ozbakkaloglu [156]Aramid152.0305.083.200.282.720.021128.5023900.804133.701.771.49-0.677N/AASG
Vincent and Ozbakkaloglu [156]Aramid152.0305.083.200.272.720.021128.5023900.804136.801.721.53-0.695N/AASG
Vincent and Ozbakkaloglu [156]Aramid152.0305.083.200.302.720.021128.5023900.804139.101.931.47-0.668N/AASG
Lim and Ozbakkaloglu [152]Aramid152.0305.074.100.202.040.016128.5023900.603123.502.281.93-0.877LSGASG
Lim and Ozbakkaloglu [152]Aramid152.0305.074.100.202.040.016128.5023900.603126.402.512.12-0.964LSGASG
Lim and Ozbakkaloglu [152]Aramid152.0305.074.100.202.040.016128.5023900.603108.802.091.86-0.845LSGASG
Lim and Ozbakkaloglu [152]Carbon152.0305.074.100.203.080.013236.0041520.503141.701.491.79-0.942LSGASG
Lim and Ozbakkaloglu [152]Carbon152.0305.074.100.203.080.013236.0041520.503146.101.471.24-0.653LSGASG
Lim and Ozbakkaloglu [152]Carbon152.0305.074.100.203.080.013236.0041520.503147.601.711.72-0.905LSGASG
Lim and Ozbakkaloglu [152]Glass152.0305.074.100.201.510.01695.3030550.60390.800.540.50-0.143LSGASG
Lim and Ozbakkaloglu [152]Glass152.0305.074.100.201.510.01695.3030550.60391.801.221.04-0.297LSGASG
Lim and Ozbakkaloglu [152]Glass152.0305.074.100.201.510.01695.3030550.60393.001.211.07-0.306LSGASG
Lim and Ozbakkaloglu [152]Aramid152.0305.098.000.202.720.021128.5023900.804125.802.061.49-0.677LSGASG
Lim and Ozbakkaloglu [152]Aramid152.0305.098.000.202.720.021128.5023900.804130.901.731.49-0.677LSGASG
Lim and Ozbakkaloglu [152]Aramid152.0305.098.000.202.720.021128.5023900.804132.802.391.84-0.836LSGASG
Lim and Ozbakkaloglu [152]Carbon152.0305.098.000.204.120.017236.0041520.664173.102.161.59-0.837LSGASG
Lim and Ozbakkaloglu [152]Carbon152.0305.098.000.204.120.017236.0041520.664180.302.031.74-0.916LSGASG
Lim and Ozbakkaloglu [152]Carbon152.0305.098.000.204.120.017236.0041520.664174.402.201.74-0.916LSGASG
Lim and Ozbakkaloglu [152]Glass152.0305.098.000.202.020.02195.3030550.804135.202.291.77-0.506LSGASG
Lim and Ozbakkaloglu [152]Glass152.0305.098.000.202.020.02195.3030550.804140.302.801.98-0.566LSGASG
Lim and Ozbakkaloglu [152]Glass152.0305.098.000.202.020.02195.3030550.804133.902.401.84-0.526LSGASG
Lim and Ozbakkaloglu [147]Glass152.5305.084.700.283.020.03295.3030551.206184.102.912.24-0.640LSGASG
Lim and Ozbakkaloglu [147]Glass152.5305.084.700.283.020.03295.3030551.206182.002.711.99-0.569LSGASG
Lim and Ozbakkaloglu [147]Glass152.5305.084.700.283.020.03295.3030551.206178.402.902.18-0.623LSGASG
Lim and Ozbakkaloglu [147]Glass152.5305.057.300.262.010.02195.3030550.804125.703.542.48-0.709LSGASG
Lim and Ozbakkaloglu [147]Glass152.5305.057.300.262.010.02195.3030550.804127.203.612.67-0.763LSGASG
Lim and Ozbakkaloglu [147]Glass152.5305.057.300.262.010.02195.3030550.804131.203.802.50-0.714LSGASG
Fam [158]Glass168.0336.058.000.202.070.06233.405482.56997.10----LSGASG
Fam [158]Glass168.0336.058.000.202.070.06233.405482.56994.50----LSGASG
Fam [158]Glass219.0438.058.000.201.360.04133.401932.21970.10----LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H152.0305.059.00-0.740.003240.0038000.12158.800.720.90-0.581LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H152.0305.059.00-0.740.003240.0038000.12160.100.561.08-0.697LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H152.0305.059.00-0.740.003240.0038000.12157.300.611.03-0.665LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H152.0305.059.00-1.480.006240.0038000.23268.400.951.14-0.735LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H152.0305.059.00-1.480.006240.0038000.23265.401.051.19-0.768LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H152.0305.062.00-1.480.006240.0038000.23266.800.841.03-0.665LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H152.0305.059.00-2.220.009240.0038000.35379.201.241.07-0.690LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H152.0305.065.00-2.220.009240.0038000.35378.001.300.77-0.497LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H152.0305.059.00-2.220.009240.0038000.35381.601.540.92-0.594LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H152.0305.092.00-0.740.003240.0038000.12196.700.600.78-0.503LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H152.0305.085.60-0.740.003240.0038000.12191.000.450.68-0.439LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H152.0305.093.10-1.480.006240.0038000.23297.900.750.92-0.594LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H152.0305.083.10-1.480.006240.0038000.23295.600.790.92-0.594LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H152.0305.080.40-1.480.006240.0038000.23289.700.460.50-0.323LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H152.0305.0102.50-3.710.015240.0038000.595119.201.060.87-0.561LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H152.0305.0102.50-3.710.015240.0038000.595112.801.010.74-0.477LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H152.0305.059.00-2.960.012240.0038000.47478.401.140.92-0.594LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H152.0305.059.00-2.960.012240.0038000.47488.001.360.98-0.632LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H152.0305.092.70-2.220.009240.0038000.353101.300.810.75-0.484LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H152.0305.094.70-2.220.009240.0038000.353103.400.890.86-0.555LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H152.0305.090.10-2.220.009240.0038000.35396.000.820.84-0.542LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H152.0305.093.00-2.960.012240.0038000.47497.900.920.71-0.458LSGASG
Ozbakkaloglu and Akin [136]CFRP_H152.0305.0100.00-2.960.012240.0038000.474107.900.960.88-0.568LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H152.0305.097.50-2.960.012240.0038000.474107.201.010.97-0.626LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H152.0305.0102.50-4.450.019240.0038000.707131.101.270.89-0.574LSGASG
Ozbakkaloglu and Akin [136]CFRP_H152.0305.094.00-4.450.019240.0038000.706124.401.160.78-0.503LSGASG
Vincent and Ozbakkaloglu [100]CFRP_H152.0305.093.00-4.450.019240.0038000.706112.101.090.66-0.426LSGASG

3. Results and Discussion

3.1. Database-Content Analysis

According to the database analysis, nearly 80% of the 1470 specimens were confined using a wet-layup technique of externally bonded FRP jackets, which is typically used to strengthen existing reinforced-concrete structures. As illustrated in Figure 2, carbon fibers were the most commonly used composite materials for confinement, accounting for 60.48% of the specimens, followed by glass fibers, accounting for 28.37%, and aramid, representing 11.16%. It is therefore obvious that the higher strength and modulus of carbon fibers render them considerately more attractive than glass and aramid fibers.
The properties of FRPs vary according to the material used, as shown in Table 4. For each of the three unconfined concrete compressive-strength categories, the FRP properties, such as the ultimate axial stress and the modulus of elasticity, are shown. To investigate the variability of the confining materials’ properties for each category, both the stress and modulus range and the average values are presented. The high range appears because, in some cases, only the values of the fibers, instead of those of the composite, are provided. Furthermore, the number of FRP layers used for confinement is presented in the last two columns in the Table 4. It is obvious that, typically, two or three fabric layers were used as jackets.
As shown in Figure 3 in nearly 50% of the experiments, the mechanical properties, such as the tensile strength, strain, and modulus of elasticity of the FRP, were obtained through the tensile testing of flat composite coupons. Since it is known that confined specimens fail due to FRP rupture when the ultimate strain is reached, it is very important to accurately characterize the mechanical properties of the FRP material used as the jacket [159]. A significant number of studies, up to 35.7% of those analyzed, reported only the values provided by the manufacturer, while 8.2% conducted split-disc tests to obtain the properties. Split-disc tests are known to provide more appropriate measurements for applications such as the confinement of cylindrical specimens. However, approximately 7% of the studies did not state the source of the FRP materials’ properties. It is worth noting that the mechanical properties of confining FRP materials have a significant impact on the mechanical properties of confined specimens [17,159]. Additionally, some researchers observed that the methodology used to obtain the mechanical properties of FRP composites influences their mechanical properties. More specifically, it is well documented that the FRP-composite properties, such as tensile strength and elastic modulus, which are manually applied using the wet-layup process, can be quite low compared to the properties reported by the manufacturer [71]. It is critical to limit the uncertainty associated with FRP characteristics since, otherwise, the data may be highly variable, leading to inaccurate analytical formulations. Therefore, the use of experimental data related to FRP properties originating from unspecified sources should be avoided.
When comparing specimen instrumentation (Figure 4), it was evident that in more than half of the conducted tests, strain gauges were used to measure the axial deformation. The use of strain gauges for the measurement of lateral strains was the most common approach, used in 71.7% of the total specimen population. For the axial strains, ADM was used in 23.5% of the specimens, while for 14% of the specimens, the authors did not mention how the strains were measured. It should be noted that in more than 9% of the reported specimens, the strains were measured using LVDTs that ere greater the total lengths of the specimens. These methods typically result in incorrect strain calculations and should be avoided. By contrast, DICT technology provides high-precision measurements that take into consideration the variability of the local strains, but it was used in only 2.8% and 1.5% of the specimens for axial and lateral strain measurements, respectively. The very high cost of the equipment and the recent development of the technology may be explanations for the low usage of DICT. It should be mentioned that measurements with DICT may provide better results than those obtained other types of specimen instrumentation [35,62]. Notably, in 21.4% of the specimens, the researchers failed to mention how the lateral strain was recorded. The data from such studies should be used with caution because they may contain methodological errors.
As stated above, the database specimens were divided into two categories based on the unconfined concrete compressive strength, which ranged from 6.20 MPa to 169.70 MPa for most of the FRP-wrapped specimens and from 12.10 MPa to 110.10 MPa for the tube-encased specimens. The frequency-count plots of the unconfined concrete strength ( f c o ) are illustrated in Figure 5 and Figure 6 for the low/normal- and high-strength concrete, respectively. Through these frequency plots, the distributional information for the unconfined compressive strength can be summarized. Each of these figures consists of four plots based on the types of fiber used in the jacket (namely, carbon, glass, aramid, and high-modulus carbon). In particular, the unconfined concrete strength of the FRP-wrapped specimens varied from 6.20 MPa to 55.20 MPa in the category of low and normal concrete strength for the majority of the specimens (Figure 5); carbon fibers were the most commonly used confining materials, followed by glass and aramid.
The majority of the specimens in the high-concrete-strength category confined with CFRP jackets exhibited a 28-day unconfined compressive strength that varied from 56.70 MPa to 120 MPa (Figure 6a). A similar range was also identified in the other three categories of specimens confined with GFRP, AFRP, and UHM_CFRP jackets (Figure 6b–d). Only five specimens stood out. Two, with f c o = 169.7 MPa, were tested by Berthet et al. [39] in their investigation of the mechanisms of confinement for ultra-high-performance concrete (UHPC) wrapped in carbon FRPs. The other three specimens were tested by Lim and Ozbakkaloglu [147]. These specimens were wrapped in aramid FRPs with an average f c o = 121.15   MPa. The total number of high-unconfined-concrete-strength specimens was 197, which was considerably lower than the number in the low/normal-concrete-strength category, which included 960 specimens. This large difference was expected, since confinement is mainly used to increase the strength of substandard or old structural elements that exhibit relatively low compressive strength.
A total of 313 specimens were cast in FRP tubes. The frequency-count plots of fco for the normal- and high-concrete-strength tube-confined specimens are shown in Figure 7a,b, respectively. The unconfined concrete strength of the tube-encased specimens ranged from 12.1 MPa to 55 MPa in the category of normal concrete strength, with a median of 36.30 MPa and an average of 39.14 MPa (Figure 7a). A total of 178 specimens were included in this group. The category of high concrete strength (Figure 7b) comprised 135 specimens, whose unconfined concrete strength varied from 55.6 MPa to 110.1 MPa, with a median of 84.69 MPa and an average of 82.54 MPa.

3.2. Effect of FRP Type on Concrete Confined Compressive Strength

The 1470 cylindrical concrete specimens were confined by composite jackets with diverse properties. In addition to the mechanical characteristics of the composites (Young’s modulus, maximum tensile strength, etc.), other parameters, such as the application procedure, may play an important role in the contribution of confinement in terms of strengthening. However, in this study, only the effect of the fiber type used for confinement was examined. Figure 8, Figure 9 and Figure 10 highlight the impact of each fiber type in the low-, normal-, and high-strength concrete categories, respectively. The relative frequency plots presented in these figures use as a variable the confinement ratio fcc/fco, which is a quantitative measure of the confinement performance. The bars indicate the probability of reaching a particular value of the confinement ratio fcc/fco. The latter is calculated as the ratio of the number of specimens for which a specific value of fcc/fco is reached to the total number of tested specimens.
The first examined category, which included low-strength-concrete specimens, accounted for only 22 specimens, or 1.5% of the total specimens in the database. According to Figure 8, almost 95% of the specimens wrapped with carbon fibers exhibited a strength at rupture that was at least three times higher than that of the unconfined concrete compressive strength. It is really impressive that in some cases, the confined concrete exhibited compressive strength that was as much as 17 times higher, according to Ilki et al. [16].
The effects of the confinement were found to be less pronounced when examining the specimens with normal unconfined concrete strength (Figure 9). According to the plots shown in Figure 9, 31.8% of the 587 specimens with normal concrete strength exhibited a confinement ratio of at least three when confined with carbon fibers (CFRP_N). The corresponding percentages for glass (GFRP_N), aramid (AFRP_N), and carbon fibers with high or ultra-high elasticity moduli (HM_UHM_CFRP_N) were 14.8%, 19.5%, and 12.5%, respectively. Therefore, carbon fibers seem to be more efficient as confinement materials than glass and carbon fibers with high or ultra-high elasticity moduli.
In general, GFRPs appear to have increased the compressive strength by up to 3.5 times for 98.3% of the specimens. A very similar result was observed for the 97.0% of the specimens confined with AFRP jackets. The confinement ratio was limited to 3.2 when high-modulus fibers were used in the composite jackets. The use of carbon fibers appears to have resulted in a confinement ratio of up to six for 97.92% of the specimens presented in this study. When examining the CFRP-strengthening results in Figure 9a,d, it is obvious that the modulus of elasticity appears to be a determining factor in the confinement efficiency.
The confinement ratios and, thus, the confinement-efficiency values, were less pronounced in the second category, that of high-unconfined-compressive-strength specimens, in which the highest f c c / f c o increases reached 3.14, 2.46, 2.37, and 1.9 for CFRP_H, GFRP_H, AFRP_H, and HM_UHM_CFRP_H, respectively. However, as shown in Figure 10, the majority of the confined concrete specimens exhibited a 60% increase in compressive strength. The impact of the fiber’s modulus of elasticity was even less clear (Figure 10a,d) compared to the normal-strength specimens. One could claim that the use of ultra-high-modulus carbon fibers results in smaller increases in compressive strength compared to the use of common carbon fibers. As shown in Figure 10d, it is obvious that approximately 67% of the confined specimens with high-modulus carbon fibers had an increase in compressive strength of less than 50%, whereas only 53% of the confined specimens with normal-modulus carbon fibers fell within this strength-increase range. Moreover, more than 16% of the CFRP_H concrete specimens had an increase of more than 100%. As mentioned previously, the higher the f c o , the more difficult it is to achieve a high confinement ratio.
The 313 tube-encased concrete specimens accounted for 21.3% of the total number of specimens in the database. Due to the relatively small specimen number, it was decided to group all the specimens, regardless of fiber type. As shown in Figure 11a, 95.6% of the normal-unconfined-strength specimens exhibited a compressive-strength increase of up to 3.5 times, whereas the maximum increase for the high-strength concrete was limited to 2.29 times the original value (Figure 11b).
In order to investigate the effect of the unconfined concrete compressive strength on the confinement ratio, regardless of the confining material, the average confining ratios for low, normal, and high concrete compressive strength (Figure 12a) for all the FRP-wrapped specimens were investigated. It is quite clear that it was easier to achieve the highest confinement ratios with low f c o than with the other two concrete categories. Generally, as mentioned previously, the confinement ratio is inversely proportional to the unconfined concrete strength. The same conclusion applies to tube-encased specimens (Figure 12b), in which the higher the f c o , the smaller the increase in the confinement effect. The effect was less pronounced when normal- and high-strength concrete specimens were compared.
When the average ratio of the confined to the unconfined concrete strength ( f c c / f c o ) for the normal-strength concrete by material (Figure 13a) was examined, the carbon fibers were found to outperform the aramid and glass fibers in strengthening the FRP-wrapped specimens. This can be explained by the fact that the average axial rigidity of the carbon fibers used in the wrapped specimens was 2.4 GPa, while for the glass and aramid fibers, the average values were 1.1 GPa and 1.3 GPa, respectively. The axial deformability of the composite jacket also seems to have affected the confinement ratio since, in the high-strength specimens, the highest confinement ratio was exhibited by the aramid-confined specimens (in this case, the axial rigidity of the CFRP was similar to that of the AFRP). Moreover, a similar trend was identified in the tube-encased specimens. The GFRP tubes that exhibited the highest ultimate axial deformation seem to have offered the best improvements in the compressive confined strength of the concrete (Figure 13b).

3.3. Effect of FRP Axial Rigidity on Confinement

Several researchers have mentioned that the axial rigidity affects the confinement ratio, and it is included directly or indirectly in most of the analytical models used to predict confined compressive strength [112,160,161]. The impact of the axial rigidity ( ρ f E f ) on the ultimate axial compressive stress of FRP-confined concrete ( f c c ), is illustrated in Figure 14. The Kendall correlation coefficient was calculated using a two-tailed test equal to 0.58663 for the FRP-wrapped specimens and 0.5406 for the tube-encased specimens. The Kendall coefficient was chosen because it is known to provide better statistical properties than Spearman’s [162]. In both cases, the null hypothesis of the t-test, that there is no correlation between the two variables, results in a zero p-value, indicating the significant correlation between the two variables (Table 5). Although some scatter is obvious, the general trend that can be seen in Figure 14 is that the confined compressive increases with the axial rigidity.

3.4. Ultimate Axial Deformation

The impact of the confinement on the specimens’ ultimate axial deformation (Figure 15a) was even more pronounced than that of the compressive strength. The unconfined axial concrete strain under the ultimate compressive stress had an average recorded value of 0.25%. The confinement with wrapped FRP jackets led to a significant increase in the average axial strain, since it reached the value of 1.71% (an increase of more than 680%) when low-compressive-unconfined-strength concrete was used [16]. Regarding the tube-encased specimens (Figure 15b), the average deformation of the confined specimens reached 1.94%, which corresponds to an increase of approximately 840%. The superiority of the performance of the tubes compared with that of the wraps can be explained by the better quality of their fabrication. In many instances, the FRP tubes were prefabricated in factories under strict quality control, while the wrapped specimens were fabricated in laboratories using hand layup.

4. Conclusions

This manuscript introduces the most extensive experimental database of uniaxial compressive tests conducted on FRP-confined cylindrical concrete specimens. This experimental database consists of 1470 specimens and offers a significant tool for the analysis of concrete confinement. More specifically, the scientific community can utilize this database to develop empirical models to predict the effects of confinement using different confining materials and concrete properties. Extensive and accurate databases of the type presented in this study have proven to be valuable tools for determining the effectiveness of FRP composites [15,163].
An interesting finding was the great variability among the experimental methods used to obtain the mechanical properties of the composite jacketing materials. Furthermore, the researchers used a wide array of experimental setups, some of which may have led to ambiguous results. Furthermore, some of the researchers failed to publish critical information regarding the experimental setup used or the material properties.
The analysis of the database indicates that unconfined concrete strength plays a very important role in the effectiveness of confinement. The use of different fiber types as composite materials can affect the ultimate conditions, with CFRP jackets producing higher confinement ratios than those based on glass and aramid. This effect is even more pronounced when lower values of unconfined concrete are used. Moreover, a significant correlation was identified between the axial rigidity of the composite jacket and the confined compressive strength.
Finally, the impact of confinement was most noticeable when examining the increases in the longitudinal ultimate strains. The ultimate longitudinal strains increased, on average, by more than 600% compared to the unconfined concrete strains under ultimate stress. In terms of the ultimate strain increases, the specimens cast in FRP tubes performed somewhat better than the FRP-wrapped concrete specimens.

Author Contributions

Conceptualization, C.G.P.; methodology and investigation, M.K.V.; resources, M.K.V.; data curation, M.K.V.; writing—original draft preparation, M.K.V. and C.G.P.; writing—review and editing, C.G.P.; visualization, M.K.V.; supervision, C.G.P. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Data Availability Statement

The data presented in this study are available on request from the authors.

Acknowledgments

The authors wish to thank George Ristas for collecting and providing material used in this research.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. Cylindrical element confined by composite materials under axial compression and stress development owing to active confinement [15].
Figure 1. Cylindrical element confined by composite materials under axial compression and stress development owing to active confinement [15].
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Figure 2. Different FRP materials used for confinement.
Figure 2. Different FRP materials used for confinement.
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Figure 3. Different methodologies used to obtain FRP properties.
Figure 3. Different methodologies used to obtain FRP properties.
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Figure 4. Specimen (a) axial and (b) lateral instrumentation.
Figure 4. Specimen (a) axial and (b) lateral instrumentation.
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Figure 5. Unconfined concrete strength ( f c o ) of specimens per material, for low- and normal-compressive-strength (a) CFRP; (b) GFRP; (c) AFRP; and (d) HM_UHM_CFRP.
Figure 5. Unconfined concrete strength ( f c o ) of specimens per material, for low- and normal-compressive-strength (a) CFRP; (b) GFRP; (c) AFRP; and (d) HM_UHM_CFRP.
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Figure 6. Unconfined concrete strengths ( f c o ) of specimens for high-compressive-strength (a) CFRP; (b) GFRP; (c) AFRP; and (d) HM_UHM_CFRP.
Figure 6. Unconfined concrete strengths ( f c o ) of specimens for high-compressive-strength (a) CFRP; (b) GFRP; (c) AFRP; and (d) HM_UHM_CFRP.
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Figure 7. Unconfined concrete strength ( f c o ) of tube-encased specimens, for normal and high compressive strength: (a) f c o up to 55.5 MPa and (b) f c o higher than 55.5 MPa.
Figure 7. Unconfined concrete strength ( f c o ) of tube-encased specimens, for normal and high compressive strength: (a) f c o up to 55.5 MPa and (b) f c o higher than 55.5 MPa.
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Figure 8. Ratio of confined ( f c c ) to unconfined concrete strength ( f c o ) of low-compressive-strength specimens confined with CFRP.
Figure 8. Ratio of confined ( f c c ) to unconfined concrete strength ( f c o ) of low-compressive-strength specimens confined with CFRP.
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Figure 9. Ratio of confined ( f c c ) to unconfined concrete strength ( f c o ) for normal-compressive strength-specimens, according to confining material: (a) CFRP; (b) GFRP; (c) AFRP; and (d) HM_UHM_CFRP.
Figure 9. Ratio of confined ( f c c ) to unconfined concrete strength ( f c o ) for normal-compressive strength-specimens, according to confining material: (a) CFRP; (b) GFRP; (c) AFRP; and (d) HM_UHM_CFRP.
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Figure 10. Ratio of confined ( f c c ) to unconfined concrete strength ( f c o ) for high-compressive-strength specimens, according to confining material: (a) CFRP; (b) GFRP; (c) AFRP; and (d) HM_UHM_CFRP.
Figure 10. Ratio of confined ( f c c ) to unconfined concrete strength ( f c o ) for high-compressive-strength specimens, according to confining material: (a) CFRP; (b) GFRP; (c) AFRP; and (d) HM_UHM_CFRP.
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Figure 11. Ratio of confined ( f c c ) to unconfined concrete strength ( f c o ) of tube-encased specimens, for normal and high compressive strength: (a) f c o up to 55.5 MPa and (b) f c o higher than 55.5 MPa.
Figure 11. Ratio of confined ( f c c ) to unconfined concrete strength ( f c o ) of tube-encased specimens, for normal and high compressive strength: (a) f c o up to 55.5 MPa and (b) f c o higher than 55.5 MPa.
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Figure 12. Average ratio of confined ( f c c ) to unconfined concrete strength ( f c o ) with low, normal, and high compressive strength ( f c o ) (a) for FRP-wrapped specimens and (b) for tube-encased specimens.
Figure 12. Average ratio of confined ( f c c ) to unconfined concrete strength ( f c o ) with low, normal, and high compressive strength ( f c o ) (a) for FRP-wrapped specimens and (b) for tube-encased specimens.
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Figure 13. Average ratio of confined ( f c c ) to unconfined concrete strength ( f c o ) according to the material for (a) FRP-wrapped specimens and (b) tube-encased specimens.
Figure 13. Average ratio of confined ( f c c ) to unconfined concrete strength ( f c o ) according to the material for (a) FRP-wrapped specimens and (b) tube-encased specimens.
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Figure 14. Kendall correlation coefficient of axial rigidity ( ρ f E f ) and ultimate axial compressive stress of FRP-confined concrete ( f c c ) for (a) FRP-wrapped specimens and (b) tube-encased specimens.
Figure 14. Kendall correlation coefficient of axial rigidity ( ρ f E f ) and ultimate axial compressive stress of FRP-confined concrete ( f c c ) for (a) FRP-wrapped specimens and (b) tube-encased specimens.
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Figure 15. Ratio of unconfined concrete strain ( ε c o ) to ultimate axial compressive strain of confined concrete ( ε c u ) for (a) FRP-wrapped specimens and (b) tube-encased specimens.
Figure 15. Ratio of unconfined concrete strain ( ε c o ) to ultimate axial compressive strain of confined concrete ( ε c u ) for (a) FRP-wrapped specimens and (b) tube-encased specimens.
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Table 1. Detailed categorization of specimens on experimental database.
Table 1. Detailed categorization of specimens on experimental database.
Concrete StrengthFiber TypeNo. of Specimens
LowCFRP22
NormalCFRP608
GFRP236
AFRP67
HM_UHM_CFRP48
UB_TUBE157
HighCFRP104
GFRP53
AFRP28
HM_UHM_CFRP24
UB_TUBE123
total1470
Table 4. Properties of FRP fabrics used as jacketing materials.
Table 4. Properties of FRP fabrics used as jacketing materials.
Concrete StrengthFiber Type f f   ( MPa ) E f   ( GPa ) Layers
RangeAverageRangeAverageRangeAverage
LowCFRP3430–44103789.5230–235231.81–63
NormalCFRP174–49002990.215.7–262194.21–122
GFRP75–39101203.72.6–95.343.71–153
AFRP230–37322033.113.6–12091.81–42
HM_UHM_CFRP1100–44103470.8372.8–6404261–52
HighCFRP403–43382701.234–242186.61–123
GFRP325–3055902.921–95.333.41–122
AFRP2060–29002392.1118–128.51251–65
HM_UHM_CFRP3314–44103953.3377–436401.61–52
Table 5. Kendall correlations.
Table 5. Kendall correlations.
WrapsTubes
ρ f E f   ( GPa ) f c c   ( MPa ) ρ f E f   ( GPa ) f c c   ( MPa )
ρ f E f (GPa)Kendall Corr.10.5866310.5406
p-value-0-0
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Valasaki, M.K.; Papakonstantinou, C.G. Fiber Reinforced Polymer (FRP) Confined Circular Concrete Columns: An Experimental Overview. Buildings 2023, 13, 1248. https://doi.org/10.3390/buildings13051248

AMA Style

Valasaki MK, Papakonstantinou CG. Fiber Reinforced Polymer (FRP) Confined Circular Concrete Columns: An Experimental Overview. Buildings. 2023; 13(5):1248. https://doi.org/10.3390/buildings13051248

Chicago/Turabian Style

Valasaki, Maria K., and Christos G. Papakonstantinou. 2023. "Fiber Reinforced Polymer (FRP) Confined Circular Concrete Columns: An Experimental Overview" Buildings 13, no. 5: 1248. https://doi.org/10.3390/buildings13051248

APA Style

Valasaki, M. K., & Papakonstantinou, C. G. (2023). Fiber Reinforced Polymer (FRP) Confined Circular Concrete Columns: An Experimental Overview. Buildings, 13(5), 1248. https://doi.org/10.3390/buildings13051248

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