Application of Copper Indium Gallium Selenide Thin-Film Solar Technology in Green Retrofitting of Aging Residential Buildings
Abstract
:1. Introduction
1.1. Background and Purpose of the Study
1.2. Research Problem, Objectives, Scope, and Method
2. Literature Review
2.1. Policy Trends in Green Renovation in Korea and the World
2.1.1. Korea
- Private Building Green Remodeling Loan Interest Support Project;
- Support for public buildings owned by public institutions more than 10 years after the completion of construction;
- Pre-investigation and consulting support for institutions willing to participate;
- More than 1000 square meters of private buildings to be completed after 2025, complying with ZEB grade 5.
2.1.2. The EU
- EU Member States comply with NZEB requirements for new buildings defined at the regional level;
- After renovation, the building’s primary energy consumption decreased by 75% compared to its previous state;
- Global Buildings Performance Network (GBPN) energy consumption for ventilation energy consumption of heating/cooling, hot water, and building aids is less than 50–60 kWh/m2 per year;
- Do not release less than 3 kg CO2/m2/year [17].
2.1.3. The USA
- Green remodeling of 4 million existing buildings over four years, reinforcing the insulation performance of 2 million houses;
- Subsidies for upgrading high-efficiency home appliances and installing high-performance windows;
- Legislation of net zero carbon emissions for new commercial buildings by 2030;
- Improve indoor air quality of national and public school facilities, strengthen energy efficiency, and build climate resilience;
- Supply 1.5 million public housing units with guaranteed high-efficiency energy performance [19].
2.1.4. Japan
2.2. Challenges Facing Aging Residential Buildings in Korea
2.3. Utilization of CIGS Thin-Film Solar Cells
2.3.1. The Stability of the Different Generations of Solar Cells
2.3.2. Principle of Power Generation of Bifacial CIGS Thin-Film Solar Cells
2.4. The Application Technology of Green Remodeling in Korea
2.5. Application of Solar Cells in Korea
3. Materials and Methods
3.1. Research Design and Framework
3.2. Porter’s Five Forces Framework
3.2.1. Construction of a CIGS Performance Index System Based on Porter’s Five Forces Framework
- Threat of new entrants → innovation index: The threat of new entrants depends on the level of barriers to entry. These barriers encompass technology patents, capital requirements, and regulatory approvals for integrated building products. As governments worldwide have introduced incentives for green buildings, the barriers to entry have gradually decreased. Consequently, CIGS manufacturers must persist in fortifying their competitive edge through technological innovation and distinctive market positioning.
- Supplier influence → safety index: The bargaining power of suppliers has a direct impact on the market competitiveness of CIGS solar technology. The number of companies in South Korea that can provide the core technology of CIGS thin-film solar cells is extremely limited, resulting in a heavy reliance on foreign imports for raw material supplies and vulnerability to fluctuations in the international market [58].
- Buyer power → economic index: The impact of buyer power on the market penetration of CIGS thin-film solar cells is significant. Given the nascent stage of CIGS technology, the lifecycle and long-term benefits remain to be elucidated. The high installation cost has led to the primary purchasing groups being governments, state-owned enterprises, and private enterprises, while households and individual users tend to opt for more economical alternatives.
- Threat of substitutes → energy saving index: The threat of substitutes primarily originates from technologies and solutions that can meet similar needs. CIGS thin-film solar cells, for instance, have a variety of alternatives. These alternatives may include silicon-based CdTe, GaAs, and other technologies, as well as applications in fields such as windows and exterior wall materials. If these alternatives prove to be more cost-effective, possess superior quality, and result in lower user costs, competition is expected to intensify. To this end, CIGS products must possess substantial energy-saving advantages, including but not limited to annual power generation energy savings, carbon emission reductions, and energy independence.
- The intensity of competition among existing companies in this field is a primary factor. The most salient factor influencing the competitiveness of CIGS cells is the rivalry with preexisting competitors, encompassing silicon solar cells, other thin-film solar cells, windows, and exterior materials. The global CIGS market is dominated by a few mainstream manufacturers such as Solar Frontier (Tokyo, Japan), Avancis (Torgau, Germany) and MiaSolé (Santa Clara, CA, USA). And the South Korean domestic solar cell market has undergone a significant transformation due to the influx of inexpensive Chinese solar cells, resulting in intensified competition within the market. Competition is also influenced by the stage of technological development. The application of CIGS in buildings is still in the introductory stage, while silicon photovoltaics has reached a mature stage. This dynamic suggests that CIGS exhibits greater flexibility and aesthetic adaptability compared to crystalline silicon technology, indicating its strategic potential for integration into building facade applications. The strategic positioning of CIGS companies hinges on their ability to establish unique advantages in specific application domains, such as distinct aesthetic differentiation and seamless design integration. The successful establishment of these competitive market segments is predicated on the ability to leverage these unique strengths.
3.2.2. Applicability of Porter’s Five Forces Framework
3.3. Identifying Performance Indicators from the Literature
3.4. Focus Group Discussions
3.5. Merge and Rename
- (1)
- The presence of superimposed indicator data gives rise to the possibility of double counting during the assessment process;
- (2)
- Most indicators are highly technical (e.g., “U-value”, “LCOE”, “Digital Twin Monitoring”), making them difficult for non-technical personnel (e.g., architects, developers, and investors involved in discussions about safety indicators) to understand and participate in;
- (3)
- Excessive indicators will significantly increase the actual assessment manpower costs and data collection burden, reducing the efficiency of rapid scheme selection;
- (4)
- Too many sub-indicators result in a complex scoring system, increasing the difficulty of weight allocation and affecting model balance.
4. A Porter’s Five Forces Model Analysis of CIGS Thin-Film Solar Cells
4.1. Index Modeling for the Competency of CIGS Thin-Film Solar Cell
- (1)
- Positive Qualitative:
- (2)
- Mutual Inversion:
- (3)
- Identity:
4.1.1. Aesthetic Index
4.1.2. Economic Index
4.1.3. Safety Index
4.1.4. Energy Saving Index
4.1.5. Innovation Index
5. Weights of the Competency Model
6. Discussion
7. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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Jan | Feb | Mar | Apr | May | Jun | Jul | Aug | Sept | Oct | Nov | Dec | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
Average temperature (°C) | −1.9 | 0.7 | 6.1 | 12.6 | 18.2 | 22.7 | 25.3 | 26.1 | 22.6 | 15 | 7.5 | 0.2 |
Daylight hours (h) | 169.6 | 170.8 | 198.2 | 206.3 | 223.0 | 189.1 | 123.6 | 156.1 | 179.7 | 206.5 | 157.3 | 162.9 |
Precipitation (days) | 6.1 | 5.8 | 7 | 8.4 | 8.6 | 9.9 | 16.3 | 14.7 | 9.1 | 6.1 | 8.8 | 7.8 |
Humidity (%) | 56.2 | 54.6 | 54.6 | 54.8 | 59.7 | 65.7 | 76.2 | 73.5 | 66.4 | 61.8 | 60.4 | 57.8 |
Amount of snow (days) | 7.1 | 5.1 | 2.8 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 2.3 | 6.4 |
Heat wave (days) | 0 | 0 | 0 | 0 | 0.1 | 0.7 | 4.1 | 5.9 | 0.2 | 0 | 0 | 0 |
Fog (days) | 0.7 | 0.9 | 0.9 | 0.9 | 1 | 1.2 | 2 | 0.3 | 0.3 | 0.2 | 1.2 | 0.7 |
Wind velocity (m/s) | 2.3 | 2.5 | 2.7 | 2.7 | 2.5 | 2.2 | 2.2 | 2.1 | 1.9 | 2.2 | 2.2 | 2.3 |
Cold wave (days) | 12.8 | 11.6 | 5.9 | 0.7 | 0 | 0 | 0 | 0 | 0 | 1.5 | 8.7 | 13 |
Old Age of Buildings | Type of House | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 |
---|---|---|---|---|---|---|---|
20 to less than 30 years | Sum | 799,927 | 803,062 | 825,790 | 794,865 | 791,237 | 835,901 |
detached house | 146,537 | 148,713 | 147,480 | 137,760 | 123,743 | 107,657 | |
Apartment | 418,161 | 428,085 | 451,450 | 433,254 | 455,777 | 520,612 | |
Townhouse | 45,636 | 48,638 | 52,022 | 54,722 | 50,961 | 49,594 | |
Multiplex housing | 176,350 | 165,121 | 162,107 | 157,406 | 150,483 | 149,293 | |
Non-residential house | 13,243 | 12,505 | 12,731 | 11,723 | 10,273 | 8745 | |
More than 30 years | Sum | 373,416 | 416,145 | 428,331 | 508,928 | 551,001 | 588,320 |
detached house | 155,798 | 152,684 | 147,542 | 150,326 | 157,280 | 165,735 | |
Apartment | 163,553 | 185,417 | 196,539 | 265,298 | 290,335 | 307,366 | |
Townhouse | 29,448 | 32,423 | 33,439 | 34,577 | 37,808 | 39,725 | |
Multiplex housing | 16,119 | 36,789 | 40,897 | 47,785 | 53,508 | 62,198 | |
Non-residential house | 8498 | 8832 | 9914 | 10,942 | 12,070 | 13,296 |
Generation | PV Technology | Power Loss After 1 Year | After 5 Years | After 10 Years | (Time to 80% of Initial) |
---|---|---|---|---|---|
First | Crystalline silicon | ~2–3% initial light-induced loss, then ~0.5%/year (~3% total) [42] | ~5% (can be <5% with high quality) [42] | ~8–10% (warranted max ~10%) [47] | ~25–30 years (≈200,000 h) to 80% output [47] |
Second | a-Si | Significant initial LID: ~2–5% in first year [46] | ~7–8% (initial + ~1%/year) [46] | ~12–15% (after 10 years) [46] | ~10–15 years (unassisted) (Can reach 20+ years with multi-junction designs and light-soaking) [46] |
CIGS | ~0% loss (some light-soaking gain initially) to at most ~1% in first year [45] | ~2–3% (at ~0.5%/year typical) [45] | ~5% (at ~0.5%/year) [45] (many modules ≥95% even at 10 y) | ~25+ years (often >80% even at 25 y) [45] | |
CdTe | ~1–5% loss in first 1–2 years (e.g., Cu back-contact diffusion causes ~4–7% over 2 years) [45] | ~5–7% (after initial stabilization, ~0.5–0.7%/year) [45] | ~10–12% (median case) [45] (can be lower with improved design) | ~20–25 years (field data shows ≥80% at 20 years) [45] | |
Third | Perovskite | Rapid decay: often >20% loss in weeks to months (unencapsulated) typically within hundreds of hours [47] | Device usually fails before 5 years (encapsulated lab cells might last ~1–2 years max) | N/A (no sustained performance at 10 y without replacement) | ~0.1–1 year (≈103–104 h in best reports) [36]—far below the >20-year goal [48] |
Organic (OPV) | Unprotected: >20% loss in <1 year (rapid photo-oxidation) [49] Encapsulated: can achieve <5% loss in 1000 h (~6 weeks) [50] | Unprotected: cell often non-functional by ~2–3 years [49] Encapsulated: projected ~10% or less by 5 years (per extrapolated 30-year data) [50] | Encapsulated prototypes maintain ~80–90% up to 10 years (estimated) [50] | highly variable: a few months for older OPVs, now ~6–8 years (~50,000–70,000 h) extrapolated with state-of-the-art stabilizations [50] |
Primary Indicator | Secondary Indicator | Meaning | Reference |
---|---|---|---|
Aesthetics | A1 Visible Light Transmittance | Transparency and potential for natural lighting are reflected by the percentage of visible light. | [62,63,64,65,66,67,68,69] |
A2 Color Rendering Index | The degree to which colors are reproduced (relative to a standard light source). | [64,65,69,70,71,72] | |
A3 Unified Glare Rating | The degree of discomfort caused by direct or reflected sunlight. | [73,74,75,76] | |
A4 Architectural Aesthetic Integration | The degree to which colors, patterns, and forms harmonize with the architectural design style and meet architectural aesthetic requirements. | [77,78,79] | |
A5 Color Customizability | The ability to provide a variety of color or hue options without significantly reducing performance. | [80,81] | |
A6 Visible Defect Rate | The frequency of visible defects (bubbles, cell grid lines, etc.) | [66,78,82] | |
Economic | E1 Initial Installation Cost | Initial investment cost per unit area (including materials and construction). | [72,83,84,85,86,87] |
E2 Energy Savings Costs | The annual reduction in building energy costs due to photovoltaic power generation and enhanced thermal insulation. | [86] | |
E3 Payback Period | The length of time it takes to recoup the initial investment in energy savings. | [62,87,88] | |
E4 Return on Investment | The percentage of net income generated by an investment relative to its cost over a specific period. | [72,89] | |
E5 Lifecycle Cost | The total cost over the entire lifecycle minus the revenue from its power generation. | [90,91] | |
E6 Levelized Cost of Energy | Average cost per kWh of electricity generated, considering lifecycle and total cost. | [81,88,91,92,93,94,95] | |
E7 Property Value Appreciation | The installation of solar energy brings additional value to the building. | [63,82,90,95,96,97,98,99,100] | |
Safety | S1 Fire Resistance | Fire resistance and flame retardancy. | [101,102,103] |
S2 Impact Resistance | Ability to withstand impacts (e.g., hail, debris). | [102,104,105] | |
S3 Wind Pressure Resistance | Maximum wind pressure that can be safely withstood without structural damage or excessive deflection. | [106] | |
S4 Electrical Safety | Ability to protect against electrical hazards (e.g., insulation, grounding, arc protection measures). | [71,72,107] | |
S5 Expected Service Life | Expected service life (in years) while maintaining performance and safety standards. | [79] | |
S6 Thermal Safety (Prevent Overheating) | Ability to prevent excessive heat build-up within the system (e.g., through ventilation or temperature-controlled circuit breakers) to reduce the risk of fire or overheating. | [63,80,81,82,83,90,96,102,104,105] | |
Energy Saving | ES1 Photoelectric Conversion Efficiency | The proportion of solar energy converted to electricity under standard conditions. | [64,67,68,70,71,72,83,106,108,109,110,111,112,113,114] |
ES2 Annual Energy Output | The total amount of electricity generated per year (kilowatt-hours per square meter per year, depending on the local climate). | [63,74,82,84,86,87,88,90,92,93,96,97,100,115,116,117] | |
ES3 Solar Heat Gain Coefficient | The lower the proportion of incident solar radiation that is used as heat inside the room, the lower the air conditioning load in summer. | [62,73,74,76,101,102,103,117,118,119,120] | |
ES4 U Value (heat transfer coefficient) | The lower the heat transfer rate (W/m2·K), the better the insulation properties. | [77,79,118,121] | |
ES5 Anti-glare | The ability to introduce sufficient light while reducing glare, usually achieved by embedding patterns or coloring. | [89,96,99,108,122,123] | |
Innovation | I1 Intelligent Dimming Control | Integrate intelligent dimming technologies, such as electrochromism and liquid crystal dimming, to adjust transparency as needed. | [70,74,124] |
I2 Digital Twin Monitoring | Use digital twin technology to monitor the operation of the photovoltaic facade in real time, diagnose faults, and manage optimization. | [72,75,85,124] | |
I3 Building Energy Pipe System Integration | Integrate with the building energy management system (BEMS) to achieve optimal linkage control of lighting and air conditioning. | [106,125] | |
I4 Adaptive Ventilation Design | Introduce innovative ventilation structures (ventilated double-skin photovoltaic windows) into the design to enhance heat dissipation and performance. | [110,113] | |
I5 Lightweight Flexible Components | Lightweight and flexible CIGS modules are used to facilitate installation and reduce structural loads. | [84,97,100] | |
I6 Perovskite/CIGS Stacking Technology | Cutting-edge tandem cell technology (perovskite on CIGS) is used to improve efficiency and transparency. | [65,66,69,75,78] | |
I7 Self-cleaning Coating | Hydrophobic/photocatalytic self-cleaning coatings are applied to reduce dust accumulation and maintenance frequency. | [94,125] | |
I8 Bioaffinity Design Fusion | Biophilic design combining photovoltaic elements with greenery (e.g., photovoltaic-powered vertical green facades) to enhance well-being and innovation. | [68,88,91,92,95,100,103] | |
I9 Module Customized Design | Flexible customization of photovoltaic module shape/size to suit various window designs (e.g., curved, triangular). | [62,63,64,65,67,69,70,71,72,73,74,77,80,81,82,83,84,90,92,93,96,97,98,99,101,102,106,107,108,109,110,111,114,115,116,118,119,120,121,122,123,124] | |
I10 Energy Storage Integration | Combination with local battery or supercapacitor energy storage to achieve energy balance and improve energy resilience. | [112] |
Primary Indicator | Secondary Indicator |
---|---|
Aesthetics | A1 Color |
A2 Brightness | |
A3 Harmony | |
Economic | E1 Initial Cost |
E2 Maintenance Cost | |
E3 Expected Revenue | |
Safety | S1 Strength |
S2 Pressure Resistance | |
S3 Cracking | |
Energy Saving | ES1 Energy Saving |
ES2 Carbon Emissions | |
ES3 Energy Independence | |
Innovation | I1 Technological Progress |
I2 Learning for Progress |
Index | Color | Brightness | Harmony |
---|---|---|---|
Color | 1 | 0.636 | 0.5 |
Brightness | 1.571 | 1 | 0.5 |
Harmony | 2 | 2 | 1 |
Index | Eigenvector | Weight (%) | Maximum Eigenroot | CI Value |
---|---|---|---|---|
Color | 0.683 | 21.382 | 3.023 | 0.011 |
Brightness | 0.923 | 28.901 | ||
Harmony | 1.587 | 49.717 |
Maximum Eigenvalue | CI Value | RI Value | CR Value | Consistency Test Results |
---|---|---|---|---|
3.023 | 0.011 | 0.525 | 0.022 | PASS |
Aesthetic Index | Score Index | Color | Brightness | Harmony |
---|---|---|---|---|
Weight Factor (1) | 0.21382 | 0.28901 | 0.49717 | |
CIGS Solar Cell | Score | 95 | 90 | 92 |
Weighted Value | 20.3129 | 26.0109 | 45.73964 | |
Silicon Solar Cell | Score | 88 | 85 | 82 |
Weighted Value | 18.81616 | 24.56585 | 40.76794 | |
Window | Score | 93 | 95 | 95 |
Weighted Value | 19.88526 | 27.45595 | 47.23115 | |
Exterior | Score | 90 | 90 | 90 |
Weighted Value | 19.2438 | 26.0109 | 44.7453 |
Index | Initial Cost | Maintenance Costs | Projected Income |
---|---|---|---|
Initial Cost | 1 | 1 | 0.5 |
Maintenance Costs | 1 | 1 | 0.357 |
Projected Income | 2 | 2.8 | 1 |
Index | Eigenvector | Weight (%) | Maximum Eigenroot | CI Value |
---|---|---|---|---|
Initial Cost | 0.794 | 24.206 | 3.013 | 0.006 |
Maintenance Costs | 0.709 | 21.637 | ||
Projected Income | 1.776 | 54.157 |
Maximum Eigenvalue | CI Value | RI Value | CR Value | Consistency Test Results |
---|---|---|---|---|
3.013 | 0.006 | 0.525 | 0.012 | PASS |
Index | Strength | Pressure Resistance | Crack |
---|---|---|---|
Strength | 1 | 1.6 | 1.125 |
Pressure Resistance | 0.625 | 1 | 0.417 |
Crack | 0.889 | 2.4 | 1 |
Index | Power Saving | Carbon Emissions | Energy Independence |
---|---|---|---|
Power Saving | 1 | 1.4 | 1.5 |
Carbon Emissions | 0.714 | 1 | 1.286 |
Energy independence | 0.667 | 0.778 | 1 |
Index | Eigenvector | Weight (%) | Maximum Eigenroot | CI Value |
---|---|---|---|---|
Power Saving | 1.281 | 41.904 | 3.004 | 0.002 |
Carbon Emissions | 0.972 | 31.807 | ||
Energy independence | 0.803 | 26.289 |
Maximum Eigenvalue | CI Value | RI Value | CR Value | Consistency Test Results |
---|---|---|---|---|
3.004 | 0.002 | 0.525 | 0.004 | PASS |
Energy Saving Index | Score Index | Power Saving | Carbon Emissions | Energy Independence |
---|---|---|---|---|
Weight Factor (1) | 0.41904 | 0.31807 | 0.26289 | |
CIGS Solar Cell | Score | 95 | 95 | 85 |
Weighted Value | 39.8088 | 30.21665 | 22.34565 | |
Silicon Solar Cell | Score | 95 | 93 | 80 |
Weighted Value | 39.8088 | 29.58051 | 21.0312 | |
Window | Score | 85 | 85 | 80 |
Weighted Value | 35.6184 | 27.03595 | 21.0312 | |
Exterior | Score | 70 | 80 | 70 |
Weighted Value | 29.3328 | 25.4456 | 18.4023 |
Index | Advancement of Technology | Study for Progress |
---|---|---|
Advancement of Technology | 1 | 1.125 |
Study for Progress | 0.889 | 1 |
Index | Eigenvector | Weight (%) | Maximum Eigenroot | CI Value |
---|---|---|---|---|
Advancement of Technology | 0.4705 | 47.05 | 2 | 0 |
Study for Progress | 0.5295 | 52.95 |
Maximum Eigenvalue | CI Value | RI Value | CR Value | Consistency Test Results |
---|---|---|---|---|
2 | 0 | 0 | 0 | PASS |
Innovation Index | Score Index | Advancement of Technology | Study for Progress |
---|---|---|---|
Weight Factor (1) | 0.5295 | 0.4705 | |
CIGS Solar Cell | Score | 95 | 95 |
Weighted Value | 50.3025 | 44.6975 | |
Silicon Solar Cell | Score | 95 | 95 |
Weighted Value | 50.3025 | 44.6975 | |
Window | Score | 80 | 85 |
Weighted Value | 42.36 | 39.9925 | |
Exterior | Score | 75 | 85 |
Weighted Value | 39.7125 | 39.9925 |
Economic Index | Score Index | Initial Cost | Maintenance Costs | Projected Income |
---|---|---|---|---|
Weight Factor (1) | 0.24206 | 0.21637 | 0.54157 | |
CIGS Solar Cell | Score | 68 | 85 | 85 |
Weighted Value | 16.46008 | 18.39145 | 46.03345 | |
Silicon Solar Cell | Score | 80 | 82 | 85 |
Weighted Value | 19.3648 | 17.74234 | 46.03345 | |
Window | Score | 95 | 95 | 73 |
Weighted Value | 22.9957 | 20.55515 | 39.53461 | |
Exterior | Score | 95 | 90 | 70 |
Weighted Value | 22.9957 | 19.4733 | 37.9099 |
Index | Eigenvector | Weight (%) | Maximum Eigenroot | CI Value |
---|---|---|---|---|
Strength | 1.216 | 38.711 | 3.03 | 0.015 |
Pressure Resistance | 0.639 | 20.322 | ||
Crack | 1.287 | 40.967 |
Maximum Eigenvalue | CI Value | RI Value | CR Value | Consistency Test Results |
---|---|---|---|---|
3.03 | 0.015 | 0.525 | 0.029 | PASS |
Safety Index | Score Index | Strength | Pressure Resistance | Crack |
---|---|---|---|---|
Weight Factor (1) | 0.40 | 0.30 | 0.30 | |
CIGS Solar Cell | Score | 92 | 92 | 95 |
Weighted Value | 36.8 | 27.6 | 28.5 | |
Silicon Solar Cell | Score | 90 | 85 | 80 |
Weighted Value | 36 | 25.5 | 24 | |
Window | Score | 95 | 95 | 95 |
Weighted Value | 38 | 28.5 | 28.5 | |
Exterior | Score | 90 | 88 | 75 |
Weighted Value | 36 | 26.4 | 22.5 |
Key Factors | Aesthetic Index | Economic Index | Safety Index | Energy Saving Index | Innovation Index | Sum | |
---|---|---|---|---|---|---|---|
Weight Factor (1) | 0.08182 | 0.28786 | 0.32505 | 0.19258 | 0.11269 | 1.00 | |
CIGS Solar Cell | Score | 92 | 79 | 93 | 92 | 95 | |
Weighted Value | 7.52744 | 22.74094 | 30.22965 | 17.71736 | 10.70555 | 88.92094 | |
Silicon Solar Cell | Score | 85 | 82 | 85 | 89 | 95 | |
Weighted Value | 6.9547 | 23.60452 | 27.62925 | 17.13962 | 10.70555 | 86.03364 | |
Window | Score | 94 | 87 | 95 | 83 | 82 | |
Weighted Value | 7.69108 | 25.04382 | 30.87975 | 15.98414 | 9.24058 | 88.83937 | |
Exterior | Score | 90 | 85 | 84 | 73 | 80 | |
Weighted Value | 7.3638 | 24.4681 | 27.3042 | 14.05834 | 9.0152 | 82.20964 |
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Lu, F.; Kwon, M.; Jang, J. Application of Copper Indium Gallium Selenide Thin-Film Solar Technology in Green Retrofitting of Aging Residential Buildings. Buildings 2025, 15, 1633. https://doi.org/10.3390/buildings15101633
Lu F, Kwon M, Jang J. Application of Copper Indium Gallium Selenide Thin-Film Solar Technology in Green Retrofitting of Aging Residential Buildings. Buildings. 2025; 15(10):1633. https://doi.org/10.3390/buildings15101633
Chicago/Turabian StyleLu, Fan, Mijeong Kwon, and Jungsik Jang. 2025. "Application of Copper Indium Gallium Selenide Thin-Film Solar Technology in Green Retrofitting of Aging Residential Buildings" Buildings 15, no. 10: 1633. https://doi.org/10.3390/buildings15101633
APA StyleLu, F., Kwon, M., & Jang, J. (2025). Application of Copper Indium Gallium Selenide Thin-Film Solar Technology in Green Retrofitting of Aging Residential Buildings. Buildings, 15(10), 1633. https://doi.org/10.3390/buildings15101633