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Article

Strength Characteristics and Micro-Mechanism of Silty Soil Modified by Red Mud Co-Cement

1
School of Civil Engineering and Architecture, Zhongyuan University of Technology, Zhengzhou 450007, China
2
State Key Laboratory of Geomechanics and Geotechnical Engineering, Institute of Rock and Soil Mechanics, Chinese Academy of Sciences, Wuhan 430071, China
*
Author to whom correspondence should be addressed.
Sustainability 2023, 15(11), 8762; https://doi.org/10.3390/su15118762
Submission received: 20 March 2023 / Revised: 7 May 2023 / Accepted: 10 May 2023 / Published: 29 May 2023

Abstract

:
Red mud (RM) is a kind of solid waste produced during the bauxite refining process, which can cause significant environmental pollution when stored in large quantities. To address this issue and to improve the reuse rate of RM, this study investigates the feasibility of using RM as a roadbed filling material, specifically in combination with cement, using modified silty sand (P.O-RMS). Therefore, mechanical and microscopic tests are conducted with different RM contents (WRM), cement contents (WP.O), and curing ages to analyze the P.O-RMS′ strength, deformation characteristics, and microstructure formation mechanism. Additionally, the radioactivity and heavy metal concentrations of P.O-RMS are also detected. Mechanical test results showed that the unconfined compressive strength (UCS) of P.O-RMS does not increase monotonically with the increase of WRM, and the peak strength appears at WRM = 20%. Although adding RM has a negative impact on the toughness of P.O-RMS at the initial curing ages of 7 days and 28 days, they still meet the requirements of the Chinese standard for high-grade highway base strength. Scanning electron microscope testing shows that the gel products produced by cement hydration increase with the amount of RM, and reach their maximum at WRM = 20%. Therefore, WRM = 20% is recommended as the optimum admixture of P.O-RMS. The usage of RM as a filling material for roadbed construction in this study not only aligns with the principles of sustainable development, but also provides a crucial theoretical foundation for the effective utilization of RM resources.

1. Introduction

Red mud (RM), a by-product of the bauxite smelting process, is increasing in quantity as the global demand for aluminum continues to grow. As estimated, the world capacity for RM production is 160 million tons per year, with China accounting for 70 million tons [1]. However, the comprehensive utilization rate of RM remains low. Currently, the treatment of RM in China is mainly in storage [2], which consumes vast areas of land and causes dust pollution after dehydration and weathering. RM is a material with high alkaline, heavy metal elements, and radioactivity, causing intense alkaline erosion of surrounding buildings and soil, seepage of radioactive and toxic substances into groundwater, and water contamination [3]. Therefore, the large-scale utilization of RM needs to be solved urgently.
According to previous research, RM has been applied for metal extraction [4,5], preparation of adsorption materials [6,7], and road-building material. Among these methods, the most efficient way to consume a large amount of RM is to produce building materials. RM contains a lot of renewable active substances, such as aluminum, silicon, and calcium, which are the main reason for its use as a road-building material. Based on alkali excitation, RM can combine with other auxiliary materials to generate high-strength cementitious materials [8]. Recently, many researchers have paid more attention to the feasibility and effectiveness of RM as a road-building material, and some progress has been made. Garanayak et al., 2021, found that the strength of cementitious materials mixed from different proportions of cement and RM varied with their mixture ratio and curing environment, and found that ettringite and amorphous CSH gels are the main factors of strength variation [9]. Yang et al., 2020, blended cement, lime, and slag into comprehensive modified materials according to 8% of RM dry weight, reducing RM’s limiting water content and improving the overall strength and water stability [10]. In addition, Sun et al., 2018, utilized composite materials such as cement to modify the RM. The results indicated that all indices of the RM are substantially improved, the unconfined compressive strength (UCS) of the modified material in 3 d is greater than 3.0 MPa, and the road properties all meet the relevant application standards [11]. Ma, Q et al., 2022, demonstrated the feasibility of using RM as road base stabilization material. They found that the addition of 30–42% RM can effectively improve the lateral limitless compressive strength of loess. Moreover, RM can promote the production of hydration products and improve the compactness of the structure [12]. Ma, S et al., 2022, modified RM with cement, phosphogypsum, and organic polymers and evaluated the performance of the P.O-RMS as a road base. It was found to have less than 20% loss of strength when immersed in water for 7 and 28 days, and has good bearing capacity as a road base [13]. After reviewing the literature, it has been found that Recycled Materials (RM) can meet the necessary mechanical properties required for road materials. However, there is a limited amount of research regarding the use of RM as an inorganic binder to stabilize pavement subgrade material. Furthermore, there is a major gap in understanding the strength formation mechanisms of RM and its environmental impact. Therefore, the environmentally friendly utilization of RM in road engineering needs further study.
This paper aims to explore the feasibility of RM and cement-modified silty sand (P.O-RMS) for roadbed construction, as well as to determine the optimal proportion for achieving better mechanical properties. Therefore, UCS tests are conducted on P.O-RMS specimens with different RM contents (WRM), cement contents (WP.O), and curing ages to obtain the optimal proportion of RM and cement. Moreover, the hydration products and microstructures of the RM co-cement modified silty soil (P.O-RMS) are analyzed by scanning electron microscopy (SEM), X-ray diffraction (XRD), and thermogravimetric-differential thermal analysis (TG-DTG) microscopy tests. This work provides a theoretical basis and technical support for the reuse of red mud, sustainable development, and environmental improvement. The technical route of this paper is shown in Figure 1.

2. Materials and Methods

2.1. Materials

The silty soil used in this study was obtained from Zhengzhou City, Henan Province, China. Furthermore, the RM was obtained from the alumina production using the Bayer process in a bauxite plant in Henan Province. The physical properties of the soil and the RM (see Table 1). It can be seen from Table 1 that RM has high liquid plasticity limit and strong hydrophilicity.
Their particle size gradation curves are shown in Figure 2. The selected soil is silty with fine sand (silty soil). Figure 2 shows that the RM has poor particle gradation, fine particle content is as high as 88.83%.
The main chemical compositions and contents of the silty soil and the RM are shown in Table 2. It can be seen that the content of SiO2, Al2O3, and CaO in RM is more than 60%, which are the main components of alkali-activated cementitious materials.
The cement used in the experiment is grade 42.5 ordinary Portland cement (P.O42.5) supplied by Henan Yongan Cement Co., Ltd. (Zhengzhou, China), with the quality indices shown in Table 3.

2.2. Test Methods

To study the strength characteristics and microscopic mechanism of P.O-RMS, compaction tests and UCS tests were conducted according to the Chinese Highway Geotechnical Test Procedure (JTG 3430–2020). Microscopic tests such as XRD, TG-DTG, and SEM were used to analyze the mechanism of strength formation and its variation in the P.O-RMS. Moreover, the glass electrode method and gamma-ray spectrometric survey were used to determine the environmental impact indices of P.O-RMS.1.2.1 specimen preparation
The Chinese code for roadbed fillers of high-grade highways typically requires a 95% compaction degree (K) for UCS test specimens. The specimens’ mass and water content ratio were determined according to the compaction test results. Cylindrical specimens of 50 mm in diameter and height were prepared by the static pressure method, and six identical specimens of each soil type were prepared for parallel testing. Thereafter, the specimens were wrapped with preservative film and put in a curing box at 20 °C temperature and 95% humidity. On the last day of curing, the specimens were soaked in water for 24 h for further use [14].

2.2.1. Compaction Test

The optimal water content (wop) and the maximum dry density (ρdmax) of the P.O-RMS were determined using an indoor light compaction test according to ASTM standards [15]. Initially, the soil specimens were crushed to pass through a 5 mm sieve and dried for 12 h. Then, the specimens with five water content gradients were prepared in 2% increments, centered on the wop that had been predicted using the liquid–plastic limit test results. The specimens were sealed with double PVC plastic bags for 10 h so that the water in the specimen would be uniformly distributed. Later, the soil specimen was divided into five layers for compaction, and each layer was compacted 27 blow times. After each compaction, the rough edges of the specimen’s surface were repaired. Subsequently, the total mass of the compaction cylinder and the soil specimen was weighed, and the water content ratio of the central soil specimen was measured. Finally, according to the compaction test results, the wop and ρdmax of the P.O-RMS were calculated.

2.2.2. Unconfined Compressive Strength Test

According to Test Methods of Soils for Highway Engineering (JTG 3430–2020), the UCS of the specimens was measured using a YYW-2 unconfined compressive strength instrument. The surface water of the cured specimen was wiped off before the UCS test, and the axial strain rate was measured at 1 mm/min during the test. The data of the dial indicator were recorded during the test, and the failure trend and morphology of the specimen were observed. The stress–strain relationship curve was drawn according to the test data. The UCS calculation formulas are shown in (1)–(3).
ε 1 = Δ h h 0 × 100
where, ε 1 is the axial strain (%), h 0 is the initial height of the specimen (cm), and Δ h is the axial deformation (cm).
A a = A 0 1 ε 1
where, A a is the fracture area of the calibrated specimen (cm2) and A 0 is the initial area of the specimen (cm2).
σ = 10 C R A a
where, σ is the axial pressure (kPa), C is the calibration coefficient of the dynamometer (N/0.01 mm), R is the reading of the dial indicator (0.01 mm), and 10 is the unit conversion coefficient.

2.2.3. Microstructural Test

Representative test specimens were selected for microstructure and hydration product analysis. Before the XRD test, the specimens were vacuum dried, then crushed through a 0.15 mm sieve. A German Bruker D8 Advance X-ray diffractometer was used in the test. The test parameters were set as follows: the working voltage is 20 to 60 kV, the working current is 10 to 300 mA, the constant step size is 0.002° to 90°, the scanning rate is 0.002 to 100°/min, and 2θ the angle test range is 5° to 80° [16].
The specimens were vacuum dried and crushed, then processed through a 0.15 mm sieve before the TG-DTG test. Then, 15 mg of the treated specimens were weighed and placed in an alumina crucible for the test. A NETZSCH STA 499 F5 synchronous thermal analyzer was used in the test. The test parameters were set as follows: the gas output pressure is 0.04 MPa, the temperature rise rate is 10 °C/min, and the temperature range is 0 to 1000 °C [17].
The fresh sections (about 1 cm2) of typical parallel specimens in the UCS test were used as the specimen for the SEM test [18]. The specimen is freeze-dried in liquid nitrogen and spray-gold so that the specimen achieves a completely dry state and is ready for use. Finally, SEM images with a magnification of 10,000 times were obtained using a SU8100 series Hitachi High-Tech ultra-high resolution field emission scanning electron microscope.

2.2.4. Environmental Index Test

The glass electrode method [19] was used to test the P.O-RMS′ corrosion. The horizontal vibration method prepared the leaching solution before the test. The specimen was mixed with water at a solid–liquid ratio of 1:10. It then oscillated for 8 h and stayed for 16 h before the filter fluid was finally collected. In the experiment, the leaching solution was poured into the beaker and put into the agitator, and the liquid level was higher than the electrode’s sensitive element. The electrode was inserted into the beaker, stirred uniformly, and the was read pH after the reading was stable.
A leaching test [20,21] was performed to detect the leaching concentration of P.O-RMS heavy metals. The first step involved drying the 9.5 mm particle specimen, followed by the obtainment of a specimen of 200 g. Then, the sulfuric acid and nitric acid leaching agent was added at a solid–liquid ratio of 1:10. It was then passed through a 0.6 μm filter membrane after concussion. It was acidified with nitric acid to pH < 2 before storage. Finally, the leaching concentrations of different heavy metal ions were determined by spectrophotometry.
A gamma-ray spectrometric survey was used to study the radioactivity level of the P.O-RMS. By detecting the γ-ray produced by a certain radionuclide, the corresponding γ-ray energy spectrum can be obtained. Thus, the total radioactivity and content of the nuclide were obtained. Before the test, the specimens were crushed and sealed. The radioactivity of the specimen was measured after 7 d [22]. An FP-90041 low background gamma-ray spectrometric survey was used in the experiment. It has an extended uncertainty of less than 15%, an energy resolution of less than 7%, and a measurable nuclide activity range of 10 to 2000 Bq.

2.3. Experimental Scheme

To investigate the effects of the proportion and the curing age on the strength of P.O-RMS, the specimens with different proportions and curing ages were prepared for testing, followed by a comparative analysis of the results. The experimental scheme and selected test specimens were numbered as shown in Table 4. The amount of RM and cement was determined according to the percentage of the dry mass of silty soil. The cement content (WP.O) was 6%, 9%, and 12% while the RM content (WRM) ranged from 0% to 23%. The curing age is 7 d, 28 d, and 90 d. A total of 45 soil specimens were set up for the mechanical test, and 6 specimens of each soil were prepared. Additionally, the representative specimens of the UCS test results were used for the microscopic test. For the convenience of description, specimens with different mix proportions otherwise expressed in corresponding English abbreviations, such as 6% P.O42.5 and 14% RM, are expressed as 6% WP.O + 14% WRM.

3. Results and Analysis

3.1. Raw Materials

From the XRD pattern of Figure 3, it can be seen that the main phase of the silty sand is quartz and bauxite (Al2O3). Moreover, the RM’s main phases are quartz, corundum, hematite, and complex minerals.
The pollution of RM in the environment is mainly exemplified by strong alkalinity, heavy metal leaching toxicity, and radioactivity. The RM in this research study exhibited a pH of 11.71, indicating that it is highly alkaline. Leaching concentrations of various heavy metal ions in RM are shown in Figure 4, which shows that the toxic leaching concentration of each component in the RM is below the limit value. This means that it should be categorized as Class II general industrial solid waste, but is not hazardous solid waste [23].
A gamma-ray spectrometric survey was used to study the radioactivity level of the RM. The specific radioactivity of radium-226 (226Ra), thorium-232 (232Th), and potassium-40 (K40) in the RM were found to be 508 Bq·kg−1, 265 Bq·kg−1, and 1050 Bq·kg−1, respectively. Therefore, the internal irradiation index (IRa) of RM is 2.54, and the external irradiation index (Ir) is 2.63.

3.2. Compaction Characteristic

The compaction curve of P.O-RMS with different WP.O is shown in Figure 5. The compaction curve moves to the lower right with the increase of WRM and becomes steeper after the peak. The dry density decreases considerably with increasing water content, while the soil’s sensitivity to water increases.
The curves of ρdmax and wop with different WRM are plotted as shown in Figure 6. It can be seen that with the growth of WRM, wop increases, and ρdmax decreases. The same applies to WP.O. This phenomenon is attributed to the fine particles in both RM and P.O42.5. As WRM and WP.O increase, not only does the content of fine particles in soil increase, but its water-holding capacity increases as well. The encapsulation of coarse particles by fine particles results in the destruction of the soil skeleton structure, leading to a reduction in dry density. Additionally, the cement undergoes hydration in the alkali environment provided by RM to form a binding material, thereby resulting in poor pore-filling.

3.3. Unconfined Compressive Strength

3.3.1. Axial Stress–Strain Curve

Figure 7 shows the axial stress–strain curves (σε curves) of P.O-RMS specimens at different curing ages and proportions. Because the development trends of σε curves of WRM = 14% and 17% specimens are the same as that of WRM = 20% and 23% specimens. Therefore, only analyzes the σε curves of specimens with the smallest, largest, and reduced stress peaks in the five RM ratios (i.e., WRM = 0%, 20%, and 23%). In Figure 7, peak points and strain softening characteristics can be observed obviously, i.e., when the stress of the specimen reaches the peak strength, it will quickly decrease to a lower level. The comparison indicates that the variation trend of the P.O-RMS specimens’ σε curves exhibit three different development trends, namely “a”, “b”, and “c”, as shown in Figure 8. The change trends of the σε curves are analyzed by combining Figure 7 and Figure 8.
The σε curve of the specimen with WRM = 0% shows the “b” development trend at 90d (Figure 7a). Conversely, when WRM ≠ 0%, the specimen’s σε curve mainly presents two distinct development trends, “a” and “b”, at 28 d and 90 d (Figure 7b,c). Furthermore, the σε curve indicates the “b” development trend at 7 d. The σε curve can be divided into three stages: initial loading, elastic deformation, and failure. Some pores inside the specimen are rapidly compressed during the initial loading stage. In this stage, the strain grows rapidly, but the stress changes slowly. Nevertheless, the duration of this stage is short, due to the better structure of the P.O-RMS. As the load increases, the specimen enters the elastic deformation stage, where its structural strength plays a major role. At this stage, the stress grows rapidly while the strain changes slowly. This phenomenon is characterized by a linear growth trend on the σε curve. This stage lasts for a longer time, which is the main stage in the elastic deformation process of the specimen. Finally, the failure stage occurs. There is a short plastic deformation stage before the specimen is completely destroyed. When the soil starts to break down, the strain grows considerably, and obvious cracks appear on the surface of the specimen. When the stress reaches its peak, it gradually decreases with the further development of strain, and the specimen completely fails.
The σε curves of specimens with WP.O > 6% exhibit an “a” development trend at 7 d and 28 d of curing. In this case, the residual stress plays a vital role in the failure stage (Figure 7b,c). After the stress reaches the peak and rapidly drops to a lower level, the declination rate of stress slows down. It even rises with the increase of strain (WP.O = 9% at 90 d). This observation is attributed to the increased hydration reaction at long curing ages that improves the structure’s bond strength. The complete failure of the specimen requires multiple shear surfaces to run through together. Overall, the specimens with WRM ≠ 0% have a small elastic-plastic deformation, showing brittle failure characteristics.
In Figure 7a, the σε curves of the specimens with WRM = 0% exhibit a “c” development trend when the curing ages are 7 d and 28 d. This trend is mainly divided into plastic deformation and plastic yield stages. In the plastic deformation stage, the stress increases slowly with the rapid development of strain. When the strength achieves its peak, the specimen enters the plastic yield stage. The specimen gets destroyed, but the strength reduction rate is relatively slow. The σε curve is relatively flat as a whole, and the plastic deformation is large, showing certain plastic failure characteristics. Since the hydration products in the specimens with WRM = 0% and short curing age are relatively less, the sliding and dislocation of particles play a partial role in the failure process of the specimens. Therefore, the addition of RM is beneficial to the P.O42.5 hydration reaction and the improvement of the structural strength of the specimen. The σε curve of the specimens with WRM = 0% exhibits a “b” development trend when the curing age is 90 d. Furthermore, the stress grows faster with increasing strain. This is accompanied by a reduction in the plastic deformation of the soil, resulting in a brittle failure behavior.

3.3.2. Deformation Characteristic

Failure strain (εf) reflects the deformation characteristics of the soil; the greater the εf, the stronger the toughness. The εf is the strain corresponding to the peak stress of the specimen. The variation curve of εf with WRM is shown in Figure 9.
It can be seen that when the curing age is 7 d and 28 d, under the same WP.O, the specimen with WRM = 0% has the largest εf. However, when WRM increases from 14% to 23%, εf first increases and then decreases. In addition, the εf at WRM = 20% is the turning point of the curve in this region. Although RM has an adverse effect on the εf of the specimen at the initial stage of curing, with the increase of WRM and curing age, the adverse effect gradually decreases. For example, at 28 d curing age (Figure 9b), when WP.O = 12%, εf of WRM = 14% is 3.2%, with the growth of WRM to 20%, εf increases to 4.2%. Moreover, when WRM increases to 23%, εf decreases to 3.8%. At 90 d (Figure 9c), the εf of the specimen with WRM ≠ 0% is still the largest when WP.O = 12%. For example, when WP.O = 12% and WRM is 14%, 17% and 23%, the εf of the specimen is 3.85%, 3.67% and 3.66%, respectively. Meanwhile, when WRM = 20%, the peak of εf is 4.2%. It is worth noting that the failure strain of WRM = 0% and WRM = 14% specimens is the same.
Further analysis of the P.O-RMS′ deformation characteristics is performed using the deformation coefficient (E50). This parameter refers to the secant modulus at the point corresponding to half of the failure strain in the σε curve, which reflects the ability of the specimen’s deformation resistance. Generally, the greater of E50, the stronger the deformation resistance [24]. The variation curve of E50 with WRM is shown in Figure 10.
It can be observed that the E50 is small when WRM = 0%, hence the resistance to deformation is weak. Moreover, it can be noticed that the E50 increases rapidly after adding RM, and the resistance to deformation is enhanced. The E50 reaches its peak at WRM = 20% regardless of the curing ages. Because RM improves the P.O42.5 hydration, the specimen forms a high-strength brittle skeleton, and the slight deformation only occurs under large stresses, which shows strong deformation resistance.
Comparing Figure 9 to Figure 10, it can be observed that when WRM ≠ 0%, the specimen with WRM = 20% has the best toughness and deformation resistance.

3.3.3. Strength Characteristic

Figure 11 shows the UCS of the P.O-RMS. It can be observed that compared to the UCS of P.O42.5 only, the incorporation of RM significantly improves the UCS of the specimen. The RM provides an alkaline environment that improves the P.O42.5 hydration reaction, resulting in a rapid increase in the strength of the overall cementitious system. Therefore, the UCS of the specimen with WRM = 0% is the smallest (Figure 11a).
At the same curing age and WRM, with the increase of WP.O, the UCS of P.O-RMS increases gradually. When the WP.O is constant, the UCS of the P.O-RMS increases first and then decreases with the increase of WRM. As shown in Figure 11b, when WRM increases from 0% to 20% at WP.O = 9%, the P.O-RMS′ UCS increases from 2.78 MPa to 4.37 MPa, but when WRM increases to 23%, the UCS decreases to 4.05 MPa. The reason for this phenomenon is that in the process of P.O42.5 hydration, due to the presence of excessive alkali, the precipitated NaOH and KOH react with active substances in the soil (such as SiO2) alkali–silica reaction. This leads to a decrease in the output of CSH and other gels, and alkali-based silicate gel formed expands by water absorption, which destroys the specimen’s skeleton structure. In addition, the unhydrated RM particles are adsorbed around the hydration products, which reduces the compactness of the soil. Therefore, it is crucial to control the WRM in P.O-RMS.
To analyze the relationship between the strength and deformation characteristics of P.O-RMS, the relationship curves between the UCS and deformation characteristics parameters (εf and E50) are given, as shown in Figure 12.
It can be seen in Figure 12a that as the UCS of the P.O-RMS increases, the εf generally shows an upward trend, which indicates that the P.O-RMS has higher strength and toughness. However, the variation of εf is small and within the range of 1.5%. Figure 12b shows that E50 increases significantly with the increase of the UCS of the P.O-RMS, indicating that the higher the strength of the P.O-RMS, the greater the resistance to deformation. The above results show that the deformation characteristics of P.O-RMS are good when its strength is high (WRM = 20%).
When the WRM = 20% and WP.O is 6%, 9%, and 12%, the UCS of P.O-RMS is 2.91 MPa, 3.94 MPa, and 4.52 MPa at 7 d, respectively. According to the UCS standard of cement stabilized materials at 7 d in China’s Technical Rules for Highway Pavement Base Construction (JTGT F20-2015) [25], when a mix of 6% WP.O + 20% WRM is added, it meets the lower limit requirement of grade II highway base strength (>2 MPa). Adding 9% WP.O + 20% WRM can meet the lower limit requirements (>3 MPa) of highway and primary highway base strength. Therefore, it is possible to use WRM = 20% and a suitable WP.O to be the requirements of different highway grades.

3.3.4. Failure Modes

The failure modes of specimens under unconfined compressive conditions are closely related to their strength characteristics. There are three main failure modes of P.O-RMS under different UCSs. Figure 13 shows the representative photos of the failure modes in the UCS test.
The UCS of 9% WP.O + 0% WRM at 7 d and 28 d and 12% WP.O + 14% WRM at 7 d are 2.13 MPa, 3.04 MPa, and 3.26 MPa, respectively (Figure 13a,b,d). The specimen’s strength is weak, which is mainly characterized by tension cracking damage. There is no specific shear failure surface upon specimen collapse, but the overall or local tensile cracks, and the longitudinal cracks develop until they run through, leading to the failure of the specimen. The incomplete hydration reaction at low strength produces less cementitious materials and more pore content, resulting in a weak connection between soil particles and a low density. Under compressive stress, the periphery of the specimen is subjected to horizontal tension causing vertical cracks to appear first at the weak surface. With the further stress increase, slip failure occurs at the contact junction of the unit body, longitudinal cracks develop and penetrate, and the entire or part of the specimen collapses. However, the failure process of the specimen is relatively gentle, showing certain plastic failure characteristics.
The gels generated by the hydration reaction in the specimen increase with the extension of the curing age or the increase in WRM, so the strength of the specimen increases and the shear failure occurs upon total collapse. For instance, the UCS of 9% WP.O + 0% WRM at 90 d, 12% WP.O + 14% WRM at 28 d, and 12% WP.O + 20% WRM at 7 d specimens are 4.75 MPa, 3.97 MPa, and 4.52 MPa, respectively (Figure 13c,e,g). The reinforcement of cementation between structural units results in a higher overall strength of the structure. As compression stress intensifies, the weak surface of the specimen cracks first and develops longitudinally. However, the overall structural strength is not affected. As the stress increases, the displacement occurs at a weak cementation. The shearing damage surface is gradually formed by oblique cracks. The failure of the specimen is mainly concentrated in the shear band.
The specimen presents a conical failure mode with a further increase in strength. For example, the UCS of 12% WP.O + 14% WRM at 90 d and 12% WP.O + 20% WRM at 28 d and 90 d specimens are 6.11 MPa, 5.4 MPa, and 7.69 MPa, respectively (Figure 13f,h,i). In this case, the connection of structural units is strong and the anisotropy is enhanced, which limits the crack propagation. As compressive stress increases, the specimen continues to experience shear failure. Despite this, the primary shear band present in the specimen fails to fully penetrate the entire structure. Ultimately, the specimen only fails when multiple shear bands and cross cracks develop simultaneously throughout. As a result of the aforementioned failure mechanism, the σε curve of the WRM ≠ 0% specimen exhibits a significant residual stress effect at 90 d. In addition, due to the large bond strength between the units, the specimen can withstand large compressive stress, showing strong deformation resistance.

3.4. Environmental Index Parameters

The environmental impact assessment of P.O-RMS with WRM = 20% is investigated in this study. For the environmental index test, the specimens of 6% WP.O + 20% WRM at 28 d were selected, taking into account the most unfavorable conditions. Compared with pure RM, the environmental indices of the P.O-RMS are improved. The pH of the P.O-RMS is 8.62, which is 3.1 lower than that of the pure RM. The test reduction in the toxic leach concentration of P.O-RMS is shown in Figure 14a.
It can be seen that the fluoride leaching concentration decreased by 51.1% from 0.9 to 0.44 mg/L. Combining all testing items, the average decrease in the toxic leachate concentration is 91%.
Radioactivity indicators of RM and P.O-RMS are shown in Figure 14b. The specific activities of radionuclides 226Ra, 232Th, and K40 in the P.O-RMS are 103 Bq·kg−1, 52 Bq·kg−1, and 198 Bq·kg−1, respectively, with IRa = 0.52 and Ir = 0.53, meeting the requirements of China’s radionuclides in construction materials (IRa ≤ 1; Ir ≤ 1). In conclusion, all environmental indicators of P.O-RMS with WRM = 20% meet the requirements of the Chinese specifications. Thus, P.O-RMS has the potential to be employed as a sustainable construction material for roadbeds.

3.5. Micro-Mechanism

The micro-test specimens were selected based on the UCS test results, and their hydration products and micro-morphology were characterized by XRD, TG-DTG, and SEM tests. In this section, the effects of curing age, WP.O, and WRM on the strength change of P.O-RMS at the micro level were analyzed.

3.5.1. X-ray Diffraction Analysis

Figure 15 shows the P.O-RMS′ XRD patterns. It can be seen that there are primary minerals in the P.O-RMS with WRM ≠ 0%, such as hematite, hydrogrossular, and cancrinite. Primary minerals are less active and do not easily participate in hydration reactions.
This study primarily focuses on the analysis of the key hydration products that affect the unconfined compression strength (UCS). Under the combined action of P.O42.5 hydration and RM auxiliary excitation, the hydration products in the P.O-RMS are mainly Ca(OH)2 and amorphous cementitious materials (such as CSH and CAH). The alkali environment promotes the depolymerization of Si-Al tetrahedron in P.O42.5 and regenerates cementitious products and Ca(OH)2. The Ca(OH)2 generated by P.O42.5 hydration has a destructive effect on the silica–oxygen and aluminum–oxygen bonds of some active minerals in RM, thus producing Si and Al. In the P.O-RMS, Ca(OH)2 gradually increases with the hydration reaction of P.O42.5, and Ca2+ polymerizes with Si and Al to produce gel products such as CSH. The gel products are the reason for the strength improvement of P.O-RMS specimens. The main reaction equations [26,27] are shown in (4)–(7).
2(3CaO·SiO2) + 6H2O → 3CaO·2SiO2·3H2O + 3Ca(OH)2
2(2CaO·SiO2) + 4H2O → 3CaO·2SiO2·3H2O + Ca(OH)2
3CaO·Al2O3 + 6H2O → 3(CaO·Al2O3·2H2O)
Ca(OH)2 + SiO2 + H2O → CSH
From Figure 15, it can be found that the characteristic peak of the R-4 specimen at 28.3° (the main characteristic peak of Ca(OH)2) is larger. This illustrates that Ca(OH)2 does not react sufficiently at WRM = 0%, and less gelatinous material is produced. Consequently, the soil’s strength is lower in comparison. The characteristic peak of sodium silicate gel was detected at 23.3° in the R-3 specimen, indicating the presence of an alkali–silicate reaction at this point. As a result of RM’s high alkalinity, the hydration process of P.O42.5 causes precipitation of NaOH and KOH, which react with Si to generate alkali silicate gel. The water absorption expansion of alkali silicate gel can damage the soil structure and decrease structural strength. Taking sodium silicate gel as an example for a detailed explanation. While P.O42.5 hydration produces Ca(OH)2, CSH, and other gels, a large amount of free Ca2+ is replaced by Na+ in RM, and the resulting NaOH reacts chemically with SiO2 in the soil to produce Na2SiO3 gel. The main reaction equations are shown in (8) and (9).
Ca(OH)2 + NanC2S → CSH + NaOH
NaOH + SiO2 → Na2SiO3 + H2O
The alkali–silicate reaction of NaOH with SiO2 affects the reaction of the calcium base with the active substance. The gel materials produced can result in localized soil expansion, disrupt the soil structure, and ultimately lead to a decrease in UCS for P.O-RMS. The strength of P.O-RMS with WRM = 23% reduced; hence the WRM should be controlled when using it.

3.5.2. Thermogravimetric-Differential Thermal Analysis

The cementitious products and Ca(OH)2 content in the P.O-RMS reflect the microscopic mechanism of soil strength change. Figure 16 shows the TG-DTG analysis profiles of P.O-RMS microscopic test specimens.
As seen in Figure 16, the weight loss of the specimen can be divided into four stages with the increase in temperature. The onset of Stage I weightlessness, manifesting at 120 °C, can be primarily attributed to the removal of free water in the soil. Free water content is determined by wop, hydration reaction degree, and curing age. The maximum weight loss rate was 0.61% (R-3) in stage I, indicating high free water content in the soil. This phenomenon can be attributed to the strong water retention capability of the R-3, coupled with excessive alkalinity that impedes a hydration reaction.
Stage II (120 °C–700 °C) is relatively uniform and gentle. In this stage, weight loss occurs mainly due to the dehydration and decomposition of the hydration products (such as CSH, etc.) and the removal of bound water from some minerals. The weight loss rate of stages I and II reflects the content of hydration products. In Stage II, a comparison of weight loss rates between soil specimens with varying curing ages (R-2 and R-5) reveals that the hydration products of these specimens increase with an extended duration of curing, resulting in an elevation in strength. Meanwhile, when comparing weight loss rates of soil specimens possessing different WRM (R-2, R-3, and R-4) during Stage II, it was noted that the lowest rate of weight loss occurred for R-4 at 4.02%. Further analysis revealed that the presence of RM (R-2 and R-3) facilitated greater production of hydration products, thus accounting for their higher UCS compared to R-4. The R-2 specimen has greater weight loss than the R-3. Although R-3 has gel production, it is less than R-2, indicating that excessive alkaline and RM particles inhibit hydration reactions.
In stage III (700 °C–780 °C), weight loss is dominated by Ca(OH)2 decomposition. The low weight loss rate of Ca(OH)2 indicates that Ca(OH)2 generated by P.O42.5 hydration is consumed more. The mechanism is that Ca2+ reacts fully with Si and Al in the soil to generate more hydration products. The maximum weight loss in stage III was 1.68% (R-4), indicating that Ca(OH)2 was not consumed in the specimens (R-4) without RM, and the specimens had fewer hydration products, resulting in lower strength. The weight loss rate of Ca(OH)2 in R-2 is less than that of R-3, which further shows that the hydration reaction of R-2(WRM = 20%) is the most sufficient.
After 780 °C, the IV stage of weight loss is initiated, the structure of the stable aluminosilicate in the RM is disrupted in this stage, and some minerals begin to decompose, such as the decarbonization of cancrinite and decomposition of sodium carbonate [28,29,30].

3.5.3. Scanning Electron Microscopy

Figure 17 depicts the SEM images of the P.O-RMS microscopic test specimens at 10,000× magnification. In conjunction with Figure 17 and XRD data, it is clear that the primary hydration products of P.O-RMS are CSH and Ca(OH)2. At 28 d, the hydration products of 9% WP.O + 0% WRM specimens are mainly long strip CSH and irregular sheet-like Ca(OH)2. This phenomenon is consistent with the XRD and TG-DGT results.
Figure 17a indicates that the strip-like CSH is caused by insufficient hydration of P.O42.5. Furthermore, the cementing strength is weak and cannot completely fill the gap, resulting in a decrease in the strength of the soil. Furthermore, the insufficient reaction of Ca(OH)2 generated during cement hydration results in an excess accumulation of Ca(OH)2 within the soil. The sheet-like Ca(OH)2 is smaller in shape and grows haphazardly between the gels compared to the strip-like CSH, thus affecting the overall structural stability.
As seen in Figure 17b, the overall structure of the soil is dense, with only some tiny pores when WRM = 20%. The CSH in the soil is flat in shape, and some laminar flow-like CAH is produced. This gel has a large coating area and strong cementation ability. It can effectively fill the pores in the soil and create a denser microstructure. In addition, the content of Ca(OH)2 in soil decreased significantly, and no distinct residual RM particles were observed. This indicates that more Ca(OH)2 reacted with active substances in RM, which was consistent with the results of the TG-DGT test. A small amount of flake Ca(OH)2 and CSH intercalated and filled the structural pores to form a denser structure without adversely affecting the soil structure. As a result of the aforementioned factors, the UCS of P.O-RMS is the maximum when WRM = 20%.
When the WRM increased to 23% (Figure 17c), there was flake CSH in the soil, but its area was significantly smaller than that when WRM = 20%. Furthermore, alkali–silica gel flocculent precipitate (Na2SiO3, etc.) was also detected. These phenomena were consistent with the SEM and TG-DGT test results. Numerous unhydrated RM particles and Ca(OH)2 in the soil, demonstrating that excessive WRM cannot fully react with Ca(OH)2 in P.O42.5, and will weaken the structural strength. According to Figure 17c, the overall structure appears to be relatively loose at this stage. This phenomenon can be attributed to the weak binding between unhydrated RM particles and the surface of hydrated products. It not only affects the overall stability of the structure, but also hinders the creation of a gel with a larger surface area. The flake Ca(OH)2 is distributed in juxtaposition within the soil with a loose inter-flake connection. Moreover, the local expansion effect of the alkali–silica gel also affects the structural strength of the soil. The above situations explain why the UCS of P.O-RMS decreases when the WRM is too large (i.e., WRM > 20%).
At WRM = 20%, with the increase of WP.O to 12%, the content of hydration products in the soil increased, as seen from the SEM images at 28 d (Figure 17d). Among them, the coating area of CSH gel is larger, and the sheet CSH and part of Ca(OH)2 are intertwined, which filled in the pores together with part of flocculent CAH to form a more compact structure.
With the increase in curing age, the P.O-RMS with WRM = 20% forms a fully dense microstructure, as shown in Figure 17e, which reveals that various hydration products are combined by lap, encapsulation, and interlocking. Although there are a small number of RM particles, they are closely connected with the gel products and collectively aggregate into a stable network structure, which improves the strength of the overall gel system.

4. Conclusions

The optimal proportioning ratio of P.O-RMS can be obtained by studying the effects of various WRM and WP.O on the P.O-RMS′ mechanical properties. The variation of UCS, deformation characteristics, failure mode, and its formation mechanism of P.O-RMS are described. The conclusions of this study are drawn as follows.
(a)
With the increase of RM and WP.O, the wop of P.O-RMS increased gradually and the ρdmax decreased gradually. As the WRM increases, the water content of P.O-RMS is greater than wop, resulting in an enhanced water sensitivity.
(b)
As the WRM increased from 14% to 23%, there was an initial rise followed by a subsequent decline in the UCS of the specimen. At a WRM of 20%, the UCS reached its peak value, at which point, the material also displayed optimal toughness and deformation-resistance characteristics.
(c)
The variation of UCS depends on the active ions of silicon and aluminum reacting chemically with Ca2+–or Na+(or K+) in the alkaline environment from RM to form gel products, such as C-S-H, with higher strength, or expansive products, such as Na2SiO3 gel, to decrease the strength.
(d)
The environmental indices of P.O-RMS under the optimal WRM satisfy the requirements of China’s environmental norms. The environmental impact of P.O-RMS is significantly less than that of pure RM.
In conclusion, it is very feasible to employ RM in the sustainable development of materials for roadbed filling application. It can not only solve problems related to the large accumulation of red mud, but can also effectively improve the quality of highway construction and make highway construction more environmentally friendly and safe. However, for future studies, it is recommended to evaluate the fatigue, durability, and water stability of P.O-RMS under long-term loading. In addition, long-term monitoring and evaluation of the environmental impact effects of P.O-RMS should be carried out.

Author Contributions

Conceptualization, X.L., X.Z., P.L. and Y.W.; Methodology, X.L., P.Y., S.Y. and X.Z.; Validation, X.L., P.Y., P.L. and Y.W.; Formal analysis, X.L.; Investigation, X.L., P.Y., S.Y., X.Z. and P.L.; Resources, S.Y.; Data curation, P.Y. and Y.W.; Writing—original draft, X.L.; Writing—review & editing, P.Y. and S.Y.; Supervision, S.Y.; Project administration, S.Y.; Funding acquisition, S.Y. All authors have read and agreed to the published version of the manuscript.

Funding

The authors gratefully thank the financial support of the National Natural Science Foundation of China (Nos. 51709290, Song Yin and 41972285, Xianwei Zhang), the Young Key Teachers in Colleges and Universities of Henan Province (No. 2020GGJS136, Song Yin), Key Research Projects of Higher Education Institutions in Henan Province (22A580008, Song Yin), Science Fund for Distinguished Young Scholars of Hubei Province (2020CFA103, Xianwei Zhang) and the strength improvement plan of the advantageous disciplines of Zhongyuan University of Technology (No. GG202218, Song Yin).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Informed consent was obtained from all subjects involved in the study.

Data Availability Statement

All of the data that support the findings of the study are available from the corresponding author at reasonable request.

Conflicts of Interest

All authors disclosed no relevant relationships.

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Figure 1. Technical route flow chart.
Figure 1. Technical route flow chart.
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Figure 2. Gradation curve of RM and silty soil particles.
Figure 2. Gradation curve of RM and silty soil particles.
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Figure 3. XRD patterns of particle size distribution curves of RM and silty soil (1 Quartz-SiO2; 2 Aluminum-Al2O3; 3 Sodium Silicate-Na4SiO4; 4 Corundum, syn-Al2O3; 5 Katoite, Sirich-Ca3Al2SiO4(OH)8; 6 Lime, syn-CaO; 7 Cancrinite-Na6Ca2Al6Si6O24Ca32H2O; 8 Hematite-Fe2O3; 9 Calcium Silicate Hydrate-Ca2SiO4xH2O; 10 Chamosite-(Fe,Al,Mg)6(Si,Al)4O10(OH)8).
Figure 3. XRD patterns of particle size distribution curves of RM and silty soil (1 Quartz-SiO2; 2 Aluminum-Al2O3; 3 Sodium Silicate-Na4SiO4; 4 Corundum, syn-Al2O3; 5 Katoite, Sirich-Ca3Al2SiO4(OH)8; 6 Lime, syn-CaO; 7 Cancrinite-Na6Ca2Al6Si6O24Ca32H2O; 8 Hematite-Fe2O3; 9 Calcium Silicate Hydrate-Ca2SiO4xH2O; 10 Chamosite-(Fe,Al,Mg)6(Si,Al)4O10(OH)8).
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Figure 4. Heavy metal leaching concentration of RM.
Figure 4. Heavy metal leaching concentration of RM.
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Figure 5. Compaction curve: (a) WP.O = 6%; (b) WP.O = 9%; (c) WP.O = 12%.
Figure 5. Compaction curve: (a) WP.O = 6%; (b) WP.O = 9%; (c) WP.O = 12%.
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Figure 6. Optimal water content and maximum dry density.
Figure 6. Optimal water content and maximum dry density.
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Figure 7. Stress–strain relationship curve: (a) WRM = 0%; (b) WRM = 20%; (c) WRM = 23%.
Figure 7. Stress–strain relationship curve: (a) WRM = 0%; (b) WRM = 20%; (c) WRM = 23%.
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Figure 8. Development trends of stress–strain relationship curve.
Figure 8. Development trends of stress–strain relationship curve.
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Figure 9. Variation curve of failure strain and RM content (WRM): (a) 7 d; (b) 28 d; (c) 90 d.
Figure 9. Variation curve of failure strain and RM content (WRM): (a) 7 d; (b) 28 d; (c) 90 d.
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Figure 10. Variation curve of E50 and WRM: (a) 7 d; (b) 28 d; (c) 90 d.
Figure 10. Variation curve of E50 and WRM: (a) 7 d; (b) 28 d; (c) 90 d.
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Figure 11. UCS: (a) 7 d; (b) 28 d; (c) 90 d.
Figure 11. UCS: (a) 7 d; (b) 28 d; (c) 90 d.
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Figure 12. UCS and deformation characteristic parameters: (a) UCS and εf; (b) UCS and E50.
Figure 12. UCS and deformation characteristic parameters: (a) UCS and εf; (b) UCS and E50.
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Figure 13. Typical failure pattern of P.O-RMS: (a) 9% WP.O + 0% WRM (7 d); (b) 9% WP.O + 0% WRM (28 d); (c) 9% WP.O + 0% WRM (90 d) (d) 12% WP.O + 14% WRM (7 d); (e) 12% WP.O + 14% WRM (28 d); (f) 12% WP.O + 14% WRM (90 d); (g) 12% WP.O + 20% WRM (7 d); (h) 12% WP.O + 20% WRM (28 d); (i) 12% WP.O + 20% WRM (90 d).
Figure 13. Typical failure pattern of P.O-RMS: (a) 9% WP.O + 0% WRM (7 d); (b) 9% WP.O + 0% WRM (28 d); (c) 9% WP.O + 0% WRM (90 d) (d) 12% WP.O + 14% WRM (7 d); (e) 12% WP.O + 14% WRM (28 d); (f) 12% WP.O + 14% WRM (90 d); (g) 12% WP.O + 20% WRM (7 d); (h) 12% WP.O + 20% WRM (28 d); (i) 12% WP.O + 20% WRM (90 d).
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Figure 14. Environmental Index Parameters of RM and P.O-RMS: (a) Toxic leaching concentration; (b) Specific radioactivity.
Figure 14. Environmental Index Parameters of RM and P.O-RMS: (a) Toxic leaching concentration; (b) Specific radioactivity.
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Figure 15. XRD pattern of P.O-RMS.
Figure 15. XRD pattern of P.O-RMS.
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Figure 16. TG-DGT: (a) TG; (b) DGT.
Figure 16. TG-DGT: (a) TG; (b) DGT.
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Figure 17. SEM images of P.O-RMS: (a) 9% WP.O + 0% WRM (28 d); (b) 9% WP.O + 20% WRM (28 d); (c) 9% WP.O + 23% WRM (28 d); (d) 12% WP.O + 20% WRM (28 d); (e) 9% WP.O + 20% WRM (90 d).
Figure 17. SEM images of P.O-RMS: (a) 9% WP.O + 0% WRM (28 d); (b) 9% WP.O + 20% WRM (28 d); (c) 9% WP.O + 23% WRM (28 d); (d) 12% WP.O + 20% WRM (28 d); (e) 9% WP.O + 20% WRM (90 d).
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Table 1. Basic physical properties of the selected materials.
Table 1. Basic physical properties of the selected materials.
Physical PropertyMaterials
Silty SoilRed Mud (RM)
Specific gravity2.652.83
Plastic limit (%)8.233.8
Liquid limit (%)19.250.2
Plasticity index1110.4
Optimum water content (%)9.331.3
Maximum dry density (g·cm−3)1.9131.518
Uniformity coefficient11.71.7
Curvature coefficient1.650.73
Loss-on-ignition (%)/14.67
Table 2. Main chemical composition of the test materials.
Table 2. Main chemical composition of the test materials.
MaterialAl2O3SiO2Fe2O3CaOTiO2K2OMgONa2OSO3Others
Silty soil9.5867.895.973.042.861.752.82/0.465.63
RM20.1013.283.3232.023.810.351.1610.9/15.06
Table 3. Cement quality index.
Table 3. Cement quality index.
Specific Area (m2·kg−1)Cl (%)SO3 (%)MgO (%)Loss-on-Ignition (%)Initial Setting (Time/min)Final Setting (Time/min)Stability
3520.0432.773.513.51209291qualified
Table 4. Experimental scheme.
Table 4. Experimental scheme.
Type of TestCement Content (WP.O) (%)RM Content (WRM) (%)Curing Age (d)Specimen
Number
Mechanical test6, 9, 120, 14, 17, 20, 237, 28, 90\
Microscopic test122028R-1
920R-2
23R-3
0R-4
92090R-5
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Li, X.; Yan, P.; Yin, S.; Zhang, X.; Liu, P.; Wang, Y. Strength Characteristics and Micro-Mechanism of Silty Soil Modified by Red Mud Co-Cement. Sustainability 2023, 15, 8762. https://doi.org/10.3390/su15118762

AMA Style

Li X, Yan P, Yin S, Zhang X, Liu P, Wang Y. Strength Characteristics and Micro-Mechanism of Silty Soil Modified by Red Mud Co-Cement. Sustainability. 2023; 15(11):8762. https://doi.org/10.3390/su15118762

Chicago/Turabian Style

Li, Xinming, Pan Yan, Song Yin, Xianwei Zhang, Pengfei Liu, and Yulong Wang. 2023. "Strength Characteristics and Micro-Mechanism of Silty Soil Modified by Red Mud Co-Cement" Sustainability 15, no. 11: 8762. https://doi.org/10.3390/su15118762

APA Style

Li, X., Yan, P., Yin, S., Zhang, X., Liu, P., & Wang, Y. (2023). Strength Characteristics and Micro-Mechanism of Silty Soil Modified by Red Mud Co-Cement. Sustainability, 15(11), 8762. https://doi.org/10.3390/su15118762

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