Life Cycle Energy and Environmental Assessment of the Thermal Insulation Improvement in Residential Buildings
Abstract
:1. Introduction
2. Literature Review
- the assessment and the hot-spots analysis of the potential energy and environmental impacts of the installation of a conventional insulation material, such as stone wool, and a bio-based insulation material, cellulose fibers as retrofit intervention in residential buildings;
- the assessment of the net energy and environmental impacts and benefits due to retrofitted buildings, representative of the Italian context, characterized by different construction periods, compared with the non-retrofitted ones, assuming a from cradle-to-grave perspective.
3. Materials and Methods
3.1. Case Study
3.2. Life Cycle Assessment
3.2.1. Goal and Scope Definition
- to assess the potential impacts related to the retrofit actions (module B5 according to standards EN15978: 2011 and EN15804: 2019) consisting of the installation of a thermal insulation material in the vertical envelope in residential buildings characterized by different construction periods and to identify the processes responsible for the largest contribution to the impacts. The analysis is carried out following a life cycle approach;
- to compare the life cycle energy and environmental impacts related to the installation of two different thermal insulation materials. In detail, the following scenarios are investigated:
- conventional insulation material: stone wool (Stone wool Scenario—SwS);
- bio-based insulation material: cellulose fibers (Cellulose fibers Scenario—CfS).
- to assess the net potential energy and environmental benefits obtained in retrofitted buildings (RBS), characterized by different construction periods, compared with the non-retrofitted ones (baseline building—BBS).
- FU for building envelope retrofit assessment—FUR. According to the Product Environmental Footprint Category Rules (PEFCRs) for thermal insulation, the FUR is defined as 1 m2 of vertical envelope, with an insulation thickness that allows the reaching of a U = 0.49 W/(m2 K), with an assumed life span equal to 30 years;
- FU for life cycle energy saving assessment—FUES. The FUES is defined as 1 m2 of walkable floor per year. This FU is common in LCA studies in the construction sector [16]. The reference study period is assumed equal to the average replacement period assumed for thermal insulation (30 years).
- production of the thermal insulation material and of the other opaque envelope materials that need to be replaced during the retrofit action;
- material transportation from production site to the building site;
- end-of-life (EoL) treatment of the retrofit-related wastes;
- waste materials transportation from the building site to the end-of-life treatment site.
3.2.2. Life Cycle Inventory
4. Results and Discussion
4.1. Life Cycle Impact Assessment and Interpretation: The Retrofit Action (Module B5)
- in EER, LU, GWPb, and GWPLULUC the highest contribution is due to the paper used in the production process of the cellulose fibers insulation material;
- in ADPm&m, boric acid used to enhance fire retarding properties of the cellulose fibers is responsible for the highest contribution.
- ADPm&m (about 70% for 1945–1969 and 1970–1989 construction periods, and 56% for 1990–2010 construction period);
- HT impact categories (HT-nce: about 35% for 1945–1969 and 1970–1989 construction periods and 24% for 1990–2010 construction period; HT-ce: about 40% for 1945–1969 and 1970–1989 construction periods, and 30% for 1990–2010 construction period);
- LU (about 37% for 1945–1969 and 1970–1989 construction periods, and 25% for 1990–2010 construction period).
4.2. Life Cycle Impact Assessment and Interpretation: Comparison of the Retrofitted and the Non Retrofitted Building Apartments
- AP, in which the impact in RBS increases by a minimum value equal to about 10% (for both CfS and SwS, 1945–1969) up to about 30% (for both CfS and SwS, 1990–2010);
- ADPm&m, in which the impact in RBS increases by a minimum value equal to about 5% (for CfS, 1945–1969) up to about 14% (for CfS, 1990–2010);
- Ionizing radiation (IR) and EPFW, in which the impact in RBS increases by about 6% for both CfS and SwS in 1990–2010 construction period;
- HT-ce, in which the impact in RBS increases by 5% in SwS in 1990–2010 construction period;
- WU, in which the contribution to the impact increases of about 5% in RBS.
- AP, in which it contributes for about 25% of the total impact in all the examined configurations;
- HT-ce, in which it contributes for about 18% in the cases of buildings constructed in the 1945–1969 and 1969–1989 construction periods and for about 14% for those built in the 1990–2010 construction period.
4.3. Payback Times
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Conflicts of Interest
Nomenclature
ADPm&m | Depletion of abiotic resources—material and metals |
AP | Acidification |
BBS | Baseline building |
CED | Cumulative energy demand |
CfS | Cellulose fibers scenario |
EE | Embodied energy |
EEnr | Embodied energy, non-renewable |
EEr | Embodied energy, renewable |
EFW | Eco-toxicity (freshwater) |
EoL | End-of-life |
EPBD | Energy Performance of Buildings Directive |
EPFW | Eutrophication aquatic freshwater |
EPM | Eutrophication aquatic marine |
EPT | Eutrophication terrestrial |
EU | European Union |
FU | Functional unit |
FUES | Functional unit for life cycle impact saving assessment |
FUR | Functional unit for building envelope retrofit assessment |
GHG | Greenhouse gas |
GWP | Climate change—total |
GWPb | Climate change—biogenic |
GWPf | Climate change—fossil |
GWPLULUC | Climate change—land use and land use change |
HT-ce | Human toxicity—cancer effects |
HT-nce | Human toxicity—non-cancer effects |
IR | Ionizing radiation—human health |
LCA | Life cycle assessment |
LU | Land use related impacts/Soil quality |
MFH | Multi-family house |
nZEB | Nearly zero energy building |
ODP | Ozone depletion |
PM | Particulate matter emissions |
POF | Photochemical ozone formation |
RBS | Retrofitted buildings |
SFH | Single-family houses |
SwS | Stone wool scenario |
U | Heat transfer coefficient |
WU | Water use |
Appendix A
Appendix A.1. Life Cycle Impact Assessment of the Retrofit Intervention
Appendix A.2. Life Cycle Impact Assessment: Comparison of the Retrofitted and Non-Retrofitted Buildings
References and Notes
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Impact Category | Unit | Acronym |
---|---|---|
Embodied energy | MJ | EE |
Embodied energy, non-renewable | MJ | EEnr |
Embodied energy, renewable | MJ | EEr |
Climate change—total | kg CO2eq | GWP |
Climate change—fossil | kg CO2eq | GWPf |
Climate change—biogenic | kg CO2eq | GWPb |
Climate change—land use and land use change | kg CO2eq | GWPLULUC |
Ozone depletion | kg CFC − 11eq | ODP |
Acidification | mol H+eq | AP |
Eutrophication aquatic freshwater | kg PO4eq | EPFW |
Eutrophication aquatic marine | kg Neq | EPM |
Eutrophication terrestrial | molc Neq | EPT |
Photochemical ozone formation | kg NMVOCeq | POF |
Depletion of abiotic resources—material and metals | kg Sbeq | ADPm&m |
Water use | m3world eq. deprived | WU |
Particulate matter emissions | Disease incidence | PM |
Ionizing radiation—human health | kBq U235eq | IR |
Eco-toxicity (freshwater) | CTUe | EFW |
Human toxicity—non-cancer effects | CTUh | HT-nce |
Human toxicity—cancer effects | CTUh | HT-ce |
Land use related impacts/soil quality | - | LU |
Life Cycle Phases | Cellulose Fibers Scenario | Stone Wool Scenario | ||||
---|---|---|---|---|---|---|
1945–1969 | 1970–1989 | 1990–2010 | 1945–1969 | 1970–1989 | 1990–2010 | |
Module B5 | ||||||
Insulation material (kg) | 326.51 | 297.87 | 177.58 | 276.87 | 262.55 | 152.76 |
Gypsum plasterboard (kg) | 2214.95 | 2214.95 | 2214.95 | 2214.95 | 2214.95 | 2214.95 |
Material loss—insulation material (kg) | 12.56 | 11.46 | 6.83 | 10.65 | 10.10 | 5.88 |
Material loss—gypsum material (kg) | 85.19 | 85.19 | 85.19 | 85.19 | 85.19 | 85.19 |
Transportation to the building site (tkm) | 127.07 | 125.64 | 119.63 | 124.59 | 123.87 | 118.89 |
Replaced material—gypsum plasterboard to EoL treatment (kg) | 2129.76 | 2129.76 | 2129.76 | 2129.76 | 2129.76 | 2129.76 |
Material losses to EoL treatment (kg) | 97.75 | 96.65 | 92.02 | 95.84 | 95.29 | 91.07 |
Transportation of the replaced material to the EoL treatment site (tkm) | 106.49 | 106.49 | 106.49 | 106.49 | 106.49 | 106.49 |
Transportation of the material losses to the EoL treatment site (tkm) | 4.89 | 4.83 | 4.60 | 4.79 | 4.76 | 4.55 |
Module B6 | ||||||
Heating—before retrofit (kWh/year) | 3853.11 | 3416.60 | 1781.41 | 3853.11 | 3416.60 | 1781.41 |
Cooling—before retrofit (kWh/year) | 705.53 | 586.02 | 820.22 | 705.53 | 586.02 | 820.22 |
Heating—after retrofit (kWh/year) | 2295.73 | 2225.53 | 1382.09 | 2295.73 | 2225.53 | 1382.09 |
Cooling—after retrofit (kWh/year) | 734.25 | 601.40 | 852.72 | 734.25 | 601.40 | 852.72 |
Module C | ||||||
Transportation of the insulation material to the EoL site (tkm) | 15.70 | 14.32 | 8.54 | 13.31 | 12.62 | 7.34 |
Insulation material to the EoL treatment (kg) | 313.96 | 286.42 | 170.75 | 266.22 | 252.45 | 146.88 |
Module B5 | Ecoinvent 3.6 Dataset Used for LCI Modeling [34] |
Cellulose fibers production | Cellulose fiber, inclusive blowing in production |
Stone wool production | Stone wool production |
Gypsum plasterboard production | Gypsum plasterboard production |
Transportation to the building site | Transport, freight, lorry 16–32 metric ton, EURO6 |
Replaced material—transportation to the EoL treatment site | Transport, freight, lorry 16–32 metric ton, EURO6 |
Cellulose fibers production loss EoL treatment | Treatment of inert waste, inert material landfill |
Stone wool production loss EoL treatment | Treatment of waste mineral wool collection for final disposal |
Replaced material EoL treatment—gypsum plasterboard | Treatment of waste gypsum plasterboard collection for final disposal |
Replaced material—transportation to the EoL treatment site | Transport, freight, lorry 16–32 metric ton, EURO6 |
Module B6 | Ecoinvent 3.6 Dataset Used for LCI Modeling |
Solids | Heat production, hard coal coke, stove 5–15 kW |
Liquefied petroleum gas | Heat production, natural gas, at boiler modulating <100 kW |
Gas/diesel oil incl. biofuels | Heat production, light fuel oil, at boiler 10 kW condensing, non-modulating |
Gases incl. biogas | Heat production, natural gas, at boiler modulating <100 kW |
Biomass and wastes | Heat production, mixed logs, at wood heater 6 kW |
Derived heat | Heat, district or industrial, other than natural gas |
Advanced electric heating | Heat, air-water heat pump 10 kW |
Conventional electric heating | Electricity, low voltage {IT} |
Air conditioner (cooling) | Electricity, low voltage {IT} |
Module C | Ecoinvent 3.6 Dataset Used for LCI Modeling |
Transportation of the insulation material to the EoL site | Transport, freight, lorry 16–32 metric ton, EURO6 |
EoL treatment—cellulose fiber | Treatment of inert waste, inert material landfill |
EoL treatment—stone wool | Treatment of waste mineral wool collection for final disposal |
Impact Category | CfS 1945–1969 | CfS 1970–1989 | CfS 1990–2010 | SwS 1945–1969 | SwS 1970–1989 | SwS 1990–2010 |
---|---|---|---|---|---|---|
EE (MJ) | 4.52 | 4.44 | 4.03 | 4.98 | 4.86 | 4.28 |
EEnr (MJ) | 3.31 | 3.25 | 2.97 | 3.98 | 3.87 | 3.34 |
EEr (MJ) | 1.21 | 1.18 | 1.05 | 1.00 | 9.92 × 10−1 | 9.41 × 10−1 |
GWP (kg CO2eq) | 1.85 × 10−1 | 1.82 × 10−1 | 1.68 × 10−1 | 2.56 × 10−1 | 2.48 × 10−1 | 2.07 × 10−1 |
ODP (kg CFC−11eq) | 2.50 × 10−8 | 2.46 × 10−8 | 2.28 × 10−8 | 2.73 × 10−8 | 2.67 × 10−8 | 2.40 × 10−8 |
IR (kBq U235eq) | 3.50 × 10−2 | 3.45 × 10−2 | 3.21 × 10−2 | 3.78 × 10−2 | 3.71 × 10−2 | 3.36 × 10−2 |
POF (kg NMVOCeq) | 1.43 × 10−3 | 1.41 × 10−3 | 1.31 × 10−3 | 1.71 × 10−3 | 1.67 × 10−3 | 1.46 × 10−3 |
PM (Disease incidence) | 2.66 × 10−8 | 2.61 × 10−8 | 2.40 × 10−8 | 2.67 × 10−8 | 2.62 × 10−8 | 2.41 × 10−8 |
HT−nce (CTUh) | 3.67 × 10−9 | 3.57 × 10−9 | 3.07 × 10−9 | 3.70 × 10−9 | 3.59 × 10−9 | 3.08 × 10−9 |
HT−ce (CTUh) | 1.30 × 10−10 | 1.25 × 10−10 | 1.05 × 10−10 | 5.71 × 10−10 | 5.32 × 10−10 | 3.48 × 10−10 |
AP (mol H+eq) | 9.23 × 10−3 | 9.20 × 10−3 | 9.02 × 10−3 | 9.87 × 10−3 | 9.78 × 10−3 | 9.38 × 10−3 |
EPFW (kg PO4eq) | 6.61 × 10−5 | 6.45 × 10−5 | 5.66 × 10−5 | 8.16 × 10−5 | 7.87 × 10−5 | 6.52 × 10−5 |
EPM (kg Neq) | 3.46 × 10−4 | 3.40 × 10−4 | 3.08 × 10−4 | 3.63 × 10−4 | 3.55 × 10−4 | 3.17 × 10−4 |
EPT (mol Neq) | 3.66 × 10−3 | 3.59 × 10−3 | 3.24 × 10−3 | 4.57 × 10−3 | 4.43 × 10−3 | 3.74 × 10−3 |
EFW (CTUe) | 8.89 | 8.73 | 7.95 | 9.25 | 9.06 | 8.15 |
LU (−) | 5.65 | 5.49 | 4.70 | 4.16 | 4.11 | 3.88 |
WU (m3world eq. Deprived) | 7.51 × 10−2 | 7.32 × 10−2 | 6.38 × 10−2 | 7.23 × 10−2 | 7.06 × 10−2 | 6.23 × 10−2 |
ADPm&m (kg Sbeq) | 8.99 × 10−6 | 8.51 × 10−6 | 6.16 × 10−6 | 3.54 × 10−6 | 3.47 × 10−6 | 3.17 × 10−6 |
GWPf (kg CO2eq) | 2.09E × 10−1 | 2.05 × 10−1 | 1.87 × 10−1 | 2.70 × 10−1 | 2.61 × 10−1 | 2.20 × 10−1 |
GWPb (kg CO2eq) | −2.44 × 10−2 | −2.36 × 10−2 | −1.96 × 10−2 | −1.40 × 10−2 | −1.40 × 10−2 | −1.40 × 10−2 |
Impact Category | 1945–1969 | 1970–1989 | 1990–2010 | |||
---|---|---|---|---|---|---|
RBS | (RBS-BBS)/BBS | RBS | (RBS-BBS)/BBS | RBS | (RBS-BBS)/BBS | |
EE (MJ) | 2.1 × 102 | −28.7% | 1.9 × 102 | −25.0% | 1.7 × 102 | −8.9% |
EEnr (MJ) | 1.4 × 102 | −26.4% | 1.3 × 102 | −23.0% | 1.2 × 102 | −7.1% |
EEr (MJ) | 7.1 × 101 | −32.9% | 6.7 × 101 | −28.5% | 5.2 × 101 | −12.8% |
GWP (kg CO2eq) | 9.8 | −27.4% | 9.0 | −23.9% | 8.1 | −8.0% |
ODP (kg CFC−11eq) | 1.1 × 10−6 | −25.0% | 1.0 × 10−6 | −21.9% | 9.3 × 10−7 | −6.2% |
IR (kBq U235eq) | 5.7 × 10−1 | −4.1% | 4.9 × 10−1 | −2.9% | 5.9 × 10−1 | 5.7% |
POF (kg NMVOCeq) | 4.1 × 10−2 | −32.5% | 3.9 × 10−2 | −27.8% | 3.0 × 10−2 | −11.5% |
PM (Disease incidence) | 1.2 × 10−6 | −37.4% | 1.2 × 10−6 | −32.0% | 7.8 × 10−7 | −17.5% |
HT-nce (CTUh) | 2.4 × 10−7 | −35.8% | 2.3 × 10−7 | −30.9% | 1.6 × 10−7 | −16.0% |
HT-ce (CTUh) | 2.8 × 10−9 | −23.7% | 2.6 × 10−9 | −20.3% | 2.4 × 10−9 | −4.6% |
AP (mol H+eq) | 3.8 × 10−2 | 8.3% | 3.5 × 10−2 | 14.0% | 3.7 × 10−2 | 28.2% |
EPFW (kg PO4eq) | 1.3 × 10−3 | −3.2% | 1.1 × 10−3 | −2.4% | 1.3 × 10−3 | 5.0% |
EPM (kg Neq) | 5.9 × 10−3 | −20.5% | 5.3 × 10−3 | −17.3% | 5.1 × 10−3 | −1.5% |
EPT (mol Neq) | 7.1 × 10−2 | −19.3% | 6.3 × 10−2 | −16.4% | 6.3 × 10−2 | −1.3% |
EFW (CTUe) | 1.7 × 102 | −28.5% | 1.6 × 102 | −24.1% | 1.3 × 102 | −7.1% |
LU (−) | 1.3 × 102 | −33.0% | 1.2 × 102 | −28.1% | 9.1 × 101 | −12.1% |
WU (m3world eq. Deprived) | 2.2 | 4.5% | 1.8 | 4.0% | 2.4 | 6.0% |
ADPm&m (kg Sbeq) | 4.8 × 10−5 | 4.9% | 4.2 × 10−5 | 8.1% | 4.5 × 10−5 | 13.9% |
GWPf (kg CO2eq) | 9.0 | −26.8% | 8.2 | −23.4% | 7.4 | −7.4% |
GWPb (kg CO2eq) | 8.7 × 10−1 | −32.7% | 8.0 × 10−1 | −29.2% | 6.8 × 10−1 | −14.1% |
GWPLULUC (kg CO2eq) | 5.7 × 10−3 | −32.6% | 5.4 × 10−3 | −27.2% | 3.9 × 10−3 | −10.3% |
Impact Category | 1945—1969 | 1970—1989 | 1990—2010 | |||
---|---|---|---|---|---|---|
RBS | (RBS-BBS)/BBS | RBS | (RBS-BBS)/BBS | RBS | (RBS-BBS)/BBS | |
EE (MJ) | 2.1 × 102 | −28.5% | 1.9 × 102 | −24.8% | 1.7 × 102 | −8.8% |
EEnr (MJ) | 1.4 × 102 | −26.0% | 1.3 × 102 | −22.6% | 1.2 × 102 | −6.8% |
EEr (MJ) | 7.1 × 101 | −33.1% | 6.6 × 101 | −28.7% | 5.2 × 101 | −13.0% |
GWP (kg CO2eq) | 9.9 | −26.8% | 9.1 | −23.4% | 8.1 | −7.6% |
ODP (kg CFC−11eq) | 1.1 × 10−6 | −24.8% | 1.0 × 10−6 | −21.7% | 9.3 × 10−7 | −6.0% |
IR (kBq U235eq) | 5.7 × 10−1 | −3.6% | 4.9 × 10−1 | −2.3% | 5.9 × 10−1 | 6.0% |
POF (kg NMVOCeq) | 4.2 × 10−2 | −32.0% | 3.9 × 10−2 | −27.3% | 3.0 × 10−2 | −11.0% |
PM (Disease incidence) | 1.2 × 10−6 | −37.4% | 1.2 × 10−6 | −32.0% | 7.8 × 10−7 | −17.5% |
HT-nce (CTUh) | 2.4 × 10−7 | −35.8% | 2.3 × 10−7 | −30.9% | 1.6 × 10−7 | −16.0% |
HT-ce (CTUh) | 3.3 × 10−9 | −11.5% | 3.0 × 10−9 | −7.4% | 2.6 × 10−9 | 5.5% |
AP (mol H+eq) | 3.9 × 10−2 | 10.1% | 3.6 × 10−2 | 15.9% | 3.8 × 10−2 | 29.4% |
EPFW (kg PO4eq) | 1.3 × 10−3 | −2.0% | 1.1 × 10−3 | −1.1% | 1.3 × 10−3 | 5.7% |
EPM (kg Neq) | 5.9 × 10−3 | −20.3% | 5.3 × 10−3 | −17.0% | 5.1 × 10−3 | −1.3% |
EPT (mol Neq) | 7.2 × 10−2 | −18.2% | 6.4 × 10−2 | −15.3% | 6.3 × 10−2 | −0.5% |
EFW (CTUe) | 1.7 × 102 | −28.3% | 1.6 × 102 | −23.9% | 1.3 × 102 | −6.9% |
LU (−) | 1.3 × 102 | −33.8% | 1.2 × 102 | −28.9% | 9.0 × 101 | −12.9% |
WU (m3world eq. Deprived) | 2.2 | 4.4% | 1.8 | 3.9% | 2.4 | 5.9% |
ADPm&m (kg Sbeq) | 4.2 × 10−5 | −7.3% | 3.7 × 10−5 | −5.1% | 4.1 × 10−5 | 6.1% |
GWPf (kg CO2eq) | 9.1 | −26.3% | 8.3 | −22.8% | 7.4 | −7.0% |
GWPb (kg CO2eq) | 8.8 × 10−1 | −31.8% | 8.0 × 10−1 | −28.4% | 6.8 × 10−1 | −13.4% |
GWPLULUC (kg CO2eq) | 5.6 × 10−3 | −33.4% | 5.3 × 10−3 | −28.1% | 3.8 × 10−3 | −11.3% |
Impact Category | CfS 1945–1969 (Years) | CfS 1970–1989 (Years) | CfS 1990–2010 (Years) | SwS 1945–1969 (Years) | SwS 1970–1989 (Years) | SwS 1990–2010 (Years) |
---|---|---|---|---|---|---|
IPBT, EE | 0.47 | 0.53 | 0.67 | 0.52 | 0.58 | 0.71 |
IPBT, GWP | 0.42 | 0.47 | 0.59 | 0.58 | 0.65 | 0.72 |
IPBT, ODP | 0.53 | 0.60 | 0.71 | 0.57 | 0.65 | 0.74 |
IPBT, IR | 1.81 | 2.10 | 1.76 | 1.95 | 2.27 | 1.85 |
IPBT, POF | 0.72 | 0.80 | 1.19 | 0.85 | 0.95 | 1.33 |
IPBT, PM | 0.42 | 0.47 | 0.78 | 0.43 | 0.48 | 0.79 |
IPBT, HT—nce | 0.30 | 0.33 | 0.48 | 0.30 | 0.33 | 0.48 |
IPBT, HT—ce | 1.08 | 1.19 | 1.30 | 4.68 | 5.14 | 4.28 |
IPBT, AP | 7.91 | 9.18 | 9.50 | 8.45 | 9.78 | 9.87 |
IPBT, EPFW | 1.55 | 1.78 | 1.37 | 1.90 | 2.20 | 1.58 |
IPBT, EPM | 1.44 | 1.63 | 1.83 | 1.51 | 1.72 | 1.89 |
IPBT, EPT | 1.29 | 1.45 | 1.56 | 1.60 | 1.81 | 1.80 |
IPBT, EFW | 1.16 | 1.29 | 1.75 | 1.20 | 1.35 | 1.80 |
IPBT, LU | 0.89 | 0.98 | 1.39 | 0.66 | 0.74 | 1.15 |
IPBT, WU | 1.11 | 1.29 | 0.85 | 1.07 | 1.26 | 0.83 |
IPBT, ADPm&m | 6.03 | 6.62 | 4.79 | 2.39 | 2.76 | 2.49 |
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Cusenza, M.A.; Gulotta, T.M.; Mistretta, M.; Cellura, M. Life Cycle Energy and Environmental Assessment of the Thermal Insulation Improvement in Residential Buildings. Energies 2021, 14, 3452. https://doi.org/10.3390/en14123452
Cusenza MA, Gulotta TM, Mistretta M, Cellura M. Life Cycle Energy and Environmental Assessment of the Thermal Insulation Improvement in Residential Buildings. Energies. 2021; 14(12):3452. https://doi.org/10.3390/en14123452
Chicago/Turabian StyleCusenza, Maria Anna, Teresa Maria Gulotta, Marina Mistretta, and Maurizio Cellura. 2021. "Life Cycle Energy and Environmental Assessment of the Thermal Insulation Improvement in Residential Buildings" Energies 14, no. 12: 3452. https://doi.org/10.3390/en14123452
APA StyleCusenza, M. A., Gulotta, T. M., Mistretta, M., & Cellura, M. (2021). Life Cycle Energy and Environmental Assessment of the Thermal Insulation Improvement in Residential Buildings. Energies, 14(12), 3452. https://doi.org/10.3390/en14123452