{"title":"可再生能源建筑形式优化柔性太阳能电池作为建筑集成光伏的经济效用","authors":"Jitao Bai , Zhonghao Chen , Simiao Zhang , Jiahe Liang","doi":"10.1016/j.scs.2025.106819","DOIUrl":null,"url":null,"abstract":"<div><div>Buildings are responsible for considerable amounts of global energy consumption, and promoting renewable energy in buildings is conducive to sustainable development of modern society. In this paper, flexible solar cells (FSCs) were proposed to be used as building integrated photovoltaics (BIPVs) on free-form building surfaces, and the building form was optimized so that the renewable energy utility (REU) and economic utility (ECU) of FSCs could be enhanced. Both the REU and ECU were characterized by solar radiation calculated from a previously proposed analytical model, and the building geometry was controlled through control node method. A penalty strategy-based constrained differential evolution (PS-CDE) algorithm was developed for building form optimization, which was conducted in four cities at different latitude and climate zones. Results demonstrate that PS-CDE is effective. Both the building forms with maximum REU and minimum ECU show a frustum-of-cone geometry, while those with minimum REU and maximum ECU can be well described with a hyperbolic model. For a given height-radius ratio, the optimal building forms under the same objective are parallel, with the ECU remaining constant and REU proportional to the square of the height ratio. As the height-radius ratio increases, the maximum REU increases linearly, while the maximum ECU decreases in a hyperbolic mode. The optimal building form for REU-ECU trade-off is roughly consistent with that of the dominant objective, suggesting amplitude-variation of REU and ECU across the design domain. Based on the findings, an empirical framework was established for efficient FSC-oriented building form design, which exhibits good robustness (0.2 % ∼ 0.6 % for discretization-related error) and reliability (around 10 % difference in simulation validation). The study is expected to offer a systematic approach for building form design with enhanced performance of the next-generation FSC-based BIPVs.</div></div>","PeriodicalId":48659,"journal":{"name":"Sustainable Cities and Society","volume":"133 ","pages":"Article 106819"},"PeriodicalIF":12.0000,"publicationDate":"2025-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Building form optimization for renewable energy-economic utility of flexible solar cells as building integrated photovoltaics\",\"authors\":\"Jitao Bai , Zhonghao Chen , Simiao Zhang , Jiahe Liang\",\"doi\":\"10.1016/j.scs.2025.106819\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Buildings are responsible for considerable amounts of global energy consumption, and promoting renewable energy in buildings is conducive to sustainable development of modern society. In this paper, flexible solar cells (FSCs) were proposed to be used as building integrated photovoltaics (BIPVs) on free-form building surfaces, and the building form was optimized so that the renewable energy utility (REU) and economic utility (ECU) of FSCs could be enhanced. Both the REU and ECU were characterized by solar radiation calculated from a previously proposed analytical model, and the building geometry was controlled through control node method. A penalty strategy-based constrained differential evolution (PS-CDE) algorithm was developed for building form optimization, which was conducted in four cities at different latitude and climate zones. Results demonstrate that PS-CDE is effective. Both the building forms with maximum REU and minimum ECU show a frustum-of-cone geometry, while those with minimum REU and maximum ECU can be well described with a hyperbolic model. For a given height-radius ratio, the optimal building forms under the same objective are parallel, with the ECU remaining constant and REU proportional to the square of the height ratio. As the height-radius ratio increases, the maximum REU increases linearly, while the maximum ECU decreases in a hyperbolic mode. The optimal building form for REU-ECU trade-off is roughly consistent with that of the dominant objective, suggesting amplitude-variation of REU and ECU across the design domain. Based on the findings, an empirical framework was established for efficient FSC-oriented building form design, which exhibits good robustness (0.2 % ∼ 0.6 % for discretization-related error) and reliability (around 10 % difference in simulation validation). The study is expected to offer a systematic approach for building form design with enhanced performance of the next-generation FSC-based BIPVs.</div></div>\",\"PeriodicalId\":48659,\"journal\":{\"name\":\"Sustainable Cities and Society\",\"volume\":\"133 \",\"pages\":\"Article 106819\"},\"PeriodicalIF\":12.0000,\"publicationDate\":\"2025-09-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Sustainable Cities and Society\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2210670725006924\",\"RegionNum\":1,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CONSTRUCTION & BUILDING TECHNOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Sustainable Cities and Society","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2210670725006924","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CONSTRUCTION & BUILDING TECHNOLOGY","Score":null,"Total":0}
Building form optimization for renewable energy-economic utility of flexible solar cells as building integrated photovoltaics
Buildings are responsible for considerable amounts of global energy consumption, and promoting renewable energy in buildings is conducive to sustainable development of modern society. In this paper, flexible solar cells (FSCs) were proposed to be used as building integrated photovoltaics (BIPVs) on free-form building surfaces, and the building form was optimized so that the renewable energy utility (REU) and economic utility (ECU) of FSCs could be enhanced. Both the REU and ECU were characterized by solar radiation calculated from a previously proposed analytical model, and the building geometry was controlled through control node method. A penalty strategy-based constrained differential evolution (PS-CDE) algorithm was developed for building form optimization, which was conducted in four cities at different latitude and climate zones. Results demonstrate that PS-CDE is effective. Both the building forms with maximum REU and minimum ECU show a frustum-of-cone geometry, while those with minimum REU and maximum ECU can be well described with a hyperbolic model. For a given height-radius ratio, the optimal building forms under the same objective are parallel, with the ECU remaining constant and REU proportional to the square of the height ratio. As the height-radius ratio increases, the maximum REU increases linearly, while the maximum ECU decreases in a hyperbolic mode. The optimal building form for REU-ECU trade-off is roughly consistent with that of the dominant objective, suggesting amplitude-variation of REU and ECU across the design domain. Based on the findings, an empirical framework was established for efficient FSC-oriented building form design, which exhibits good robustness (0.2 % ∼ 0.6 % for discretization-related error) and reliability (around 10 % difference in simulation validation). The study is expected to offer a systematic approach for building form design with enhanced performance of the next-generation FSC-based BIPVs.
期刊介绍:
Sustainable Cities and Society (SCS) is an international journal that focuses on fundamental and applied research to promote environmentally sustainable and socially resilient cities. The journal welcomes cross-cutting, multi-disciplinary research in various areas, including:
1. Smart cities and resilient environments;
2. Alternative/clean energy sources, energy distribution, distributed energy generation, and energy demand reduction/management;
3. Monitoring and improving air quality in built environment and cities (e.g., healthy built environment and air quality management);
4. Energy efficient, low/zero carbon, and green buildings/communities;
5. Climate change mitigation and adaptation in urban environments;
6. Green infrastructure and BMPs;
7. Environmental Footprint accounting and management;
8. Urban agriculture and forestry;
9. ICT, smart grid and intelligent infrastructure;
10. Urban design/planning, regulations, legislation, certification, economics, and policy;
11. Social aspects, impacts and resiliency of cities;
12. Behavior monitoring, analysis and change within urban communities;
13. Health monitoring and improvement;
14. Nexus issues related to sustainable cities and societies;
15. Smart city governance;
16. Decision Support Systems for trade-off and uncertainty analysis for improved management of cities and society;
17. Big data, machine learning, and artificial intelligence applications and case studies;
18. Critical infrastructure protection, including security, privacy, forensics, and reliability issues of cyber-physical systems.
19. Water footprint reduction and urban water distribution, harvesting, treatment, reuse and management;
20. Waste reduction and recycling;
21. Wastewater collection, treatment and recycling;
22. Smart, clean and healthy transportation systems and infrastructure;