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Building-integrated photovoltaics through multi-physics synergies: A critical review of optical, thermal, and electrical models in facade applications

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  • Ruan, Dawei
  • Fan, Cheng
  • Hu, Mingwei
  • Li, Yumin
  • Guan, Jun

Abstract

Given the overuse of non-renewable resources and the critical issue of excessive carbon emissions, the efficient utilization of solar energy, a renewable and clean resource, has become a central focus of global attention. Integrating photovoltaics into building facades has garnered significant attention as buildings become increasingly vertical. Various complex, random factors influence the building-integrated photovoltaic (BIPV) facade system, and its underlying mechanisms are highly intricate. This paper comprehensively reviews research progress on BIPV facade system models from optical, thermal, and electrical perspectives. It identifies gaps, optimization strategies, and future research directions. This paper introduces an innovative evaluation framework for these models and presents a quantitative assessment of representative models. In response to the limitations of existing studies, the paper proposes that future research should focus on developing a multi-factor coupled optical-thermal-electrical model driven by both knowledge and data.

Suggested Citation

  • Ruan, Dawei & Fan, Cheng & Hu, Mingwei & Li, Yumin & Guan, Jun, 2025. "Building-integrated photovoltaics through multi-physics synergies: A critical review of optical, thermal, and electrical models in facade applications," Renewable Energy, Elsevier, vol. 251(C).
  • Handle: RePEc:eee:renene:v:251:y:2025:i:c:s0960148125009942
    DOI: 10.1016/j.renene.2025.123332
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    1. Zhou, Hao & Yang, Hongxing & Peng, Jinqing, 2024. "Solar PV vacuum glazing (SVG) insulated building facades: Thermal and electrical performances," Applied Energy, Elsevier, vol. 376(PB).
    2. Paulescu, Marius & Blaga, Robert & Dughir, Ciprian & Stefu, Nicoleta & Sabadus, Andreea & Calinoiu, Delia & Badescu, Viorel, 2023. "Intra-hour PV power forecasting based on sky imagery," Energy, Elsevier, vol. 279(C).
    3. Tang, Hong & Li, Bingxu & Zhang, Yingbo & Pan, Jingjing & Wang, Shengwei, 2025. "A coordinated predictive scheduling and real-time adaptive control for integrated building energy systems with hybrid storage and rooftop PV," Renewable Energy, Elsevier, vol. 239(C).
    4. Arias-Rosales, Andrés & LeDuc, Philip R., 2022. "Shadow modeling in urban environments for solar harvesting devices with freely defined positions and orientations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 164(C).
    5. Kaiss, El-Cheikh Amer & Hassan, Noha M., 2024. "Optimizing the cleaning frequency of solar photovoltaic (PV) systems using numerical analysis and empirical models," Renewable Energy, Elsevier, vol. 228(C).
    6. Zhou, Angela & Thomaschke, Roland & Wessels, Andreas & Glunz, Stefan & Speck, Thomas & Kiesel, Andrea, 2024. "(Not) in my city: An explorative study on social acceptance of photovoltaic installations on buildings," Technology in Society, Elsevier, vol. 79(C).
    7. Gholami, Aslan & Saboonchi, Ahmad & Alemrajabi, Ali Akbar, 2017. "Experimental study of factors affecting dust accumulation and their effects on the transmission coefficient of glass for solar applications," Renewable Energy, Elsevier, vol. 112(C), pages 466-473.
    8. Kumler, Andrew & Kravitz, Ben & Draxl, Caroline & Vimmerstedt, Laura & Benton, Brandon & Lundquist, Julie K. & Martin, Michael & Buck, Holly Jean & Wang, Hailong & Lennard, Christopher & Tao, Ling, 2025. "Potential effects of climate change and solar radiation modification on renewable energy resources," Renewable and Sustainable Energy Reviews, Elsevier, vol. 207(C).
    9. Louzazni, Mohamed & Al-Dahidi, Sameer, 2021. "Approximation of photovoltaic characteristics curves using Bézier Curve," Renewable Energy, Elsevier, vol. 174(C), pages 715-732.
    10. Zhang, Wenhao & Sun, Yimin & Lin, Zhenghao, 2024. "Coupled evaluation of the optical-thermal-electrical performance of customized building-integrated photovoltaic components," Renewable Energy, Elsevier, vol. 223(C).
    11. Roberts, Frank & Yang, Siliang & Du, Hu & Yang, Rebecca, 2023. "Effect of semi-transparent a-Si PV glazing within double-skin façades on visual and energy performances under the UK climate condition," Renewable Energy, Elsevier, vol. 207(C), pages 601-610.
    12. Pan, Zhongjie & Liu, Jia & Wu, Huijun & Luo, Diqian & Huang, Jialong, 2025. "Theoretical-experimental-simulation research on thermal-daylight-electrical performance of PV glazing in high-rise office building in the Greater Bay Area," Applied Energy, Elsevier, vol. 378(PA).
    13. Ruan, Tianqi & Wang, Fuxing & Topel, Monika & Laumert, Björn & Wang, Wujun, 2024. "A new optimal PV installation angle model in high-latitude cold regions based on historical weather big data," Applied Energy, Elsevier, vol. 359(C).
    14. Krarti, Moncef, 2025. "Evaluation of energy performance for rotating residential buildings integrated with rooftop PV systems," Applied Energy, Elsevier, vol. 383(C).
    15. Sahouane, Nordine & Ziane, Abderrezzaq & Dabou, Rachid & Neçaibia, Ammar & Rouabhia, Abdelkrim & Lachtar, Salah & Blal, Mohammed & Slimani, Abdeldjalil & Boudjamaa, Tidjar, 2023. "Technical and economic study of the sand and dust accumulation impact on the energy performance of photovoltaic system in Algerian Sahara," Renewable Energy, Elsevier, vol. 205(C), pages 142-155.
    16. Rai, Amit & Shrivastava, Ashish & Jana, Kartick C., 2023. "Differential attention net: Multi-directed differential attention based hybrid deep learning model for solar power forecasting," Energy, Elsevier, vol. 263(PC).
    17. Xie, Jun & Zhao, Bingzi & Zhang, Hang & Fu, Zheng & Yang, Tianhua & Li, Rundong, 2023. "Experimental study on the effect of dust particle deposition on photovoltaic performance of urban buildings," Renewable Energy, Elsevier, vol. 219(P1).
    18. Yiling Fan & Zhuang Ma & Wanwei Tang & Jing Liang & Pengfei Xu, 2024. "Using Crested Porcupine Optimizer Algorithm and CNN-LSTM-Attention Model Combined with Deep Learning Methods to Enhance Short-Term Power Forecasting in PV Generation," Energies, MDPI, vol. 17(14), pages 1-17, July.
    19. Scott, Connor & Ahsan, Mominul & Albarbar, Alhussein, 2023. "Machine learning for forecasting a photovoltaic (PV) generation system," Energy, Elsevier, vol. 278(C).
    20. Wu, Jing & Zhang, Ling & Liu, Zhongbing & Luo, Yongqiang & Wu, Zhenghong & Wang, Pengcheng, 2020. "Experimental and theoretical study on the performance of semi-transparent photovoltaic glazing façade under shaded conditions," Energy, Elsevier, vol. 207(C).
    21. Huang, Junchao & Chen, Xi & Peng, Jinqing & Yang, Hongxing, 2021. "Modelling analyses of the thermal property and heat transfer performance of a novel compositive PV vacuum glazing," Renewable Energy, Elsevier, vol. 163(C), pages 1238-1252.
    22. Tan, Yutong & Peng, Jinqing & Luo, Zhengyi & Luo, Yimo & Ma, Tao & Ji, Jie & Yang, Hongxing & Wang, Fazhi & Zhu, Minfeng, 2023. "Multi-function partitioned design method for photovoltaic curtain wall integrated with vacuum glazing towards zero-energy buildings," Renewable Energy, Elsevier, vol. 218(C).
    23. Islam, Md. Imamul & Jadin, Mohd Shawal & Al Mansur, Ahmed, 2025. "Characterization of accumulated unknown and soil dust on the PV system: An experimental study on the impact and performance analysis," Renewable Energy, Elsevier, vol. 240(C).
    24. Chen, Jinxin & Pan, Guobing & Ouyang, Jing & Ma, Jin & Fu, Lei & Zhang, Libin, 2020. "Study on impacts of dust accumulation and rainfall on PV power reduction in East China," Energy, Elsevier, vol. 194(C).
    25. Song, Zhe & Liu, Jia & Yang, Hongxing, 2021. "Air pollution and soiling implications for solar photovoltaic power generation: A comprehensive review," Applied Energy, Elsevier, vol. 298(C).
    26. Bamisile, Olusola & Acen, Caroline & Cai, Dongsheng & Huang, Qi & Staffell, Iain, 2025. "The environmental factors affecting solar photovoltaic output," Renewable and Sustainable Energy Reviews, Elsevier, vol. 208(C).
    27. Yao, Wanxiang & Han, Xiao & Huang, Yu & Zheng, Zhimiao & Wang, Yan & Wang, Xiao, 2022. "Analysis of the influencing factors of the dust on the surface of photovoltaic panels and its weakening law to solar radiation — A case study of Tianjin," Energy, Elsevier, vol. 256(C).
    28. Gonçalves, Juliana E. & van Hooff, Twan & Saelens, Dirk, 2021. "Simulating building integrated photovoltaic facades: Comparison to experimental data and evaluation of modelling complexity," Applied Energy, Elsevier, vol. 281(C).
    29. Sarralde, Juan José & Quinn, David James & Wiesmann, Daniel & Steemers, Koen, 2015. "Solar energy and urban morphology: Scenarios for increasing the renewable energy potential of neighbourhoods in London," Renewable Energy, Elsevier, vol. 73(C), pages 10-17.
    30. McCarty, J. & Waibel, C. & Leow, S.W. & Schlueter, A., 2025. "Solar energy in the city: Data-driven review on urban photovoltaics," Renewable and Sustainable Energy Reviews, Elsevier, vol. 211(C).
    31. Wang, Zhiyuan & Yang, Jingjing & Li, Guangchen & Wu, Chengjin & Zhang, Rongpeng & Chen, Yixing, 2025. "Development of rooftop photovoltaic models to support urban building energy modeling," Applied Energy, Elsevier, vol. 378(PA).
    32. Liu, Ruimiao & Liu, Zhongbing & Xiong, Wei & Zhang, Ling & Zhao, Chengliang & Yin, Yingde, 2024. "Performance simulation and optimization of building façade photovoltaic systems under different urban building layouts," Energy, Elsevier, vol. 288(C).
    33. Fu, Yijun & Xu, Wei & Wang, Zhichao & Zhang, Shicong & Chen, Xi & Zhang, Xinyu, 2023. "Experimental study on thermoelectric effect pattern analysis and novel thermoelectric coupling model of BIPV facade system," Renewable Energy, Elsevier, vol. 217(C).
    34. Omnia S. Elazab & Hany M. Hasanien & Ibrahim Alsaidan & Almoataz Y. Abdelaziz & S. M. Muyeen, 2020. "Parameter Estimation of Three Diode Photovoltaic Model Using Grasshopper Optimization Algorithm," Energies, MDPI, vol. 13(2), pages 1-15, January.
    35. Nakamoto, Yuya & Eguchi, Shogo, 2024. "How do seasonal and technical factors affect generation efficiency of photovoltaic power plants?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 199(C).
    36. Hasan, Javeriya & Horvat, Miljana, 2023. "Spatial parameters and methodological approaches in solar potential assessment - State-of-the-art," Renewable and Sustainable Energy Reviews, Elsevier, vol. 188(C).
    37. Meerimatha, G. & Rao, B. Loveswara, 2020. "Novel reconfiguration approach to reduce line losses of the photovoltaic array under various shading conditions," Energy, Elsevier, vol. 196(C).
    38. Al-Dahidi, Sameer & Alrbai, Mohammad & Rinchi, Bilal & Alahmer, Hussein & Al-Ghussain, Loiy & Hayajneh, Hassan S. & Alahmer, Ali, 2025. "Techno-economic implications and cost of forecasting errors in solar PV power production using optimized deep learning models," Energy, Elsevier, vol. 323(C).
    39. Tian, Xinyi & Wang, Jun & Lu, Guodong & Jiang, Mingjun & Khan, Shoaib Ahmed & Ji, Jie, 2025. "Optical-electrical-thermal model of flexible non-planar photovoltaic modules: Decoupling, validation, and photoelectric performance analysis," Energy, Elsevier, vol. 318(C).
    40. Formolli, M. & Kleiven, T. & Lobaccaro, G., 2023. "Assessing solar energy accessibility at high latitudes: A systematic review of urban spatial domains, metrics, and parameters," Renewable and Sustainable Energy Reviews, Elsevier, vol. 177(C).
    41. Qais, Mohammed H. & Hasanien, Hany M. & Alghuwainem, Saad, 2020. "Parameters extraction of three-diode photovoltaic model using computation and Harris Hawks optimization," Energy, Elsevier, vol. 195(C).
    42. Liu, Xingjiang & Huang, Yuqi & Shen, Chao & Lu, Lin, 2025. "Quantitative assessment on the visual effects of photovoltaic double skin façade: Towards a sustainable building prospect," Energy, Elsevier, vol. 317(C).
    43. Shi, Shaohang & Zhu, Ning & Wu, Shuangdui & Song, Yehao, 2024. "Evaluation and analysis of transmitted daylight color quality for different colored semi-transparent PV glazing," Renewable Energy, Elsevier, vol. 222(C).
    44. Xu, Luting & Long, Enshen & Wei, Jincheng & Cheng, Zhu & Zheng, Hanjie, 2021. "A new approach to determine the optimum tilt angle and orientation of solar collectors in mountainous areas with high altitude," Energy, Elsevier, vol. 237(C).
    45. Vassiliades, C. & Agathokleous, R. & Barone, G. & Forzano, C. & Giuzio, G.F. & Palombo, A. & Buonomano, A. & Kalogirou, S., 2022. "Building integration of active solar energy systems: A review of geometrical and architectural characteristics," Renewable and Sustainable Energy Reviews, Elsevier, vol. 164(C).
    46. Zhang, Chunxiao & Chen, Lei & Zhou, Ziqi & Wang, Zhanwei & Wang, Lin & Zhang, Yingbo, 2023. "Cooling performance of all-orientated building facades integrated with photovoltaic-sky radiative cooling system in summer," Renewable Energy, Elsevier, vol. 217(C).
    47. Tang, Yayun & Ji, Jie & Xie, Hao & Zhang, Chengyan & Tian, Xinyi, 2023. "Single- and double-inlet PV curtain wall systems using novel heat recovery technique for PV cooling, fresh and supply air handling: Design and performance assessment," Energy, Elsevier, vol. 282(C).
    48. Savvides, Andreas & Vassiliades, Constantinos & Michael, Aimilios & Kalogirou, Soteris, 2019. "Siting and building-massing considerations for the urban integration of active solar energy systems," Renewable Energy, Elsevier, vol. 135(C), pages 963-974.
    49. Li, Xue & Li, Kexin & Sun, Yanyi & Wilson, Robin & Peng, Jinqing & Shanks, Katie & Mallick, Tapas & Wu, Yupeng, 2024. "Comprehensive investigation of a building integrated crossed compound parabolic concentrator photovoltaic window system: Thermal, optical and electrical performance," Renewable Energy, Elsevier, vol. 223(C).
    50. Dudáš, Adam & Udristioiu, Mihaela Tinca & Alkharusi, Tarik & Yildizhan, Hasan & Sampath, Satheesh Kumar, 2024. "Examining effects of air pollution on photovoltaic systems via interpretable random forest model," Renewable Energy, Elsevier, vol. 232(C).
    51. Wijeratne, W.M. Pabasara Upalakshi & Samarasinghalage, Tharushi Imalka & Yang, Rebecca Jing & Wakefield, Ron, 2022. "Multi-objective optimisation for building integrated photovoltaics (BIPV) roof projects in early design phase," Applied Energy, Elsevier, vol. 309(C).
    52. Xavier Faure & Tim Johansson & Oleksii Pasichnyi, 2022. "The Impact of Detail, Shadowing and Thermal Zoning Levels on Urban Building Energy Modelling (UBEM) on a District Scale," Energies, MDPI, vol. 15(4), pages 1-18, February.
    53. Bakmohammadi, Parnian & Narjabadifam, Nima & Jamshidi, Maziar & Gül, Mustafa, 2025. "A holistic framework to optimize embedding PV systems into building façades," Applied Energy, Elsevier, vol. 382(C).
    54. Yang, Yanru & Liu, Yu & Zhang, Yihang & Shu, Shaolong & Zheng, Junsheng, 2025. "DEST-GNN: A double-explored spatio-temporal graph neural network for multi-site intra-hour PV power forecasting," Applied Energy, Elsevier, vol. 378(PA).
    55. Warsama, Aziza Idriss & Selimli, Selcuk, 2024. "Effect of dust deposition density and particle size on the energetic and exergetic performance of photovoltaic modules: An experimental study," Renewable Energy, Elsevier, vol. 226(C).
    56. Shaheen, Abdullah M. & Ginidi, Ahmed R. & El-Sehiemy, Ragab A. & El-Fergany, Attia & Elsayed, Abdallah M., 2023. "Optimal parameters extraction of photovoltaic triple diode model using an enhanced artificial gorilla troops optimizer," Energy, Elsevier, vol. 283(C).
    57. Lee, Sihwan & Ito, Risa, 2025. "Development and verification of an airflow-type photovoltaic-integrated shading device on building façades," Applied Energy, Elsevier, vol. 383(C).
    58. Sankara kumar, Sundarapandian & Karthick, Alagar & Shankar, R. & Dharmaraj, Ganeshaperumal, 2024. "Energy forecasting of the building integrated photovoltaic system based on deep learning dragonfly-firefly algorithm," Energy, Elsevier, vol. 308(C).
    59. Uddin, Md Muin & Wang, Chuyao & Zhang, Chengyan & Ji, Jie, 2022. "Investigating the energy-saving performance of a CdTe-based semi-transparent photovoltaic combined hybrid vacuum glazing window system," Energy, Elsevier, vol. 253(C).
    60. Minazhova, Saulesh & Kurrat, Michael & Ongar, Bulbul & Georgiev, Aleksandar, 2025. "Deploying a rooftop PV panels in the southern regions of Kazakhstan," Energy, Elsevier, vol. 320(C).
    61. Mohajeri, Nahid & Upadhyay, Govinda & Gudmundsson, Agust & Assouline, Dan & Kämpf, Jérôme & Scartezzini, Jean-Louis, 2016. "Effects of urban compactness on solar energy potential," Renewable Energy, Elsevier, vol. 93(C), pages 469-482.
    62. Thaker, Jayesh & Höller, Robert, 2024. "Hybrid model for intra-day probabilistic PV power forecast," Renewable Energy, Elsevier, vol. 232(C).
    63. Serrano-Luján, L. & Toledo, C. & Colmenar, J.M. & Abad, J. & Urbina, A., 2022. "Accurate thermal prediction model for building-integrated photovoltaics systems using guided artificial intelligence algorithms," Applied Energy, Elsevier, vol. 315(C).
    64. Peng, Jinqing & Lu, Lin & Wang, Meng, 2019. "A new model to evaluate solar spectrum impacts on the short circuit current of solar photovoltaic modules," Energy, Elsevier, vol. 169(C), pages 29-37.
    65. Giulio Mangherini & Valentina Diolaiti & Paolo Bernardoni & Alfredo Andreoli & Donato Vincenzi, 2023. "Review of Façade Photovoltaic Solutions for Less Energy-Hungry Buildings," Energies, MDPI, vol. 16(19), pages 1-35, September.
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