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Artificial neural network modeling of a photovoltaic-thermal evaporator of solar assisted heat pumps

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  1. Abbas, Sajid & Yuan, Yanping & Zhou, Jinzhi & Hassan, Atazaz & Yu, Min & Yasheng, Ji, 2022. "Experimental and analytical analysis of the impact of different base plate materials and design parameters on the performance of the photovoltaic/thermal system," Renewable Energy, Elsevier, vol. 187(C), pages 522-536.
  2. Del Amo, Alejandro & Martínez-Gracia, Amaya & Bayod-Rújula, Angel A. & Cañada, Marta, 2019. "Performance analysis and experimental validation of a solar-assisted heat pump fed by photovoltaic-thermal collectors," Energy, Elsevier, vol. 169(C), pages 1214-1223.
  3. Song, Zhiying & Ji, Jie & Cai, Jingyong & Zhao, Bin & Li, Zhaomeng, 2021. "Investigation on a direct-expansion solar-assisted heat pump with a novel hybrid compound parabolic concentrator/photovoltaic/fin evaporator," Applied Energy, Elsevier, vol. 299(C).
  4. Mohanraj, M. & Belyayev, Ye. & Jayaraj, S. & Kaltayev, A., 2018. "Research and developments on solar assisted compression heat pump systems – A comprehensive review (Part A: Modeling and modifications)," Renewable and Sustainable Energy Reviews, Elsevier, vol. 83(C), pages 90-123.
  5. Wahiba Yaïci & Michela Longo & Evgueniy Entchev & Federica Foiadelli, 2017. "Simulation Study on the Effect of Reduced Inputs of Artificial Neural Networks on the Predictive Performance of the Solar Energy System," Sustainability, MDPI, vol. 9(8), pages 1-14, August.
  6. Dimri, Neha & Tiwari, Arvind & Tiwari, G.N., 2019. "Comparative study of photovoltaic thermal (PVT) integrated thermoelectric cooler (TEC) fluid collectors," Renewable Energy, Elsevier, vol. 134(C), pages 343-356.
  7. Rana, Mashud & Sethuvenkatraman, Subbu & Heidari, Rahmat & Hands, Stuart, 2022. "Solar thermal generation forecast via deep learning and application to buildings cooling system control," Renewable Energy, Elsevier, vol. 196(C), pages 694-706.
  8. Cui, Yuanlong & Zhu, Jie & Zoras, Stamatis & Zhang, Jizhe, 2021. "Comprehensive review of the recent advances in PV/T system with loop-pipe configuration and nanofluid," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
  9. Badiei, A. & Golizadeh Akhlaghi, Y. & Zhao, X. & Shittu, S. & Xiao, X. & Li, J. & Fan, Y. & Li, G., 2020. "A chronological review of advances in solar assisted heat pump technology in 21st century," Renewable and Sustainable Energy Reviews, Elsevier, vol. 132(C).
  10. Bugała, A. & Zaborowicz, M. & Boniecki, P. & Janczak, D. & Koszela, K. & Czekała, W. & Lewicki, A., 2018. "Short-term forecast of generation of electric energy in photovoltaic systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P1), pages 306-312.
  11. Ghritlahre, Harish Kumar & Prasad, Radha Krishna, 2018. "Application of ANN technique to predict the performance of solar collector systems - A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 84(C), pages 75-88.
  12. Yao, Jian & Zheng, Sihang & Chen, Daochuan & Dai, Yanjun & Huang, Mingjun, 2021. "Performance improvement of vapor-injection heat pump system by employing PVT collector/evaporator for residential heating in cold climate region," Energy, Elsevier, vol. 219(C).
  13. Kong, Xiangqiang & Jiang, Kailin & Dong, Shandong & Li, Ying & Li, Jianbo, 2018. "Control strategy and experimental analysis of a direct-expansion solar-assisted heat pump water heater with R134a," Energy, Elsevier, vol. 145(C), pages 17-24.
  14. Siwei Lou & Wenqiang Chen & Danny H.W. Li & Mo Wang & Hainan Chen & Isaac Y.F. Lun & Dawei Xia, 2019. "Tilted Photovoltaic Energy Outputs in Outdoor Environments," Sustainability, MDPI, vol. 11(21), pages 1-17, October.
  15. Wang, Lu & Guo, Leihong & Ren, Jianlin & Kong, Xiangfei, 2022. "Using of heat thermal storage of PCM and solar energy for distributed clean building heating: A multi-level scale-up research," Applied Energy, Elsevier, vol. 321(C).
  16. Ma, Juanli & Fung, Alan S. & Brands, Monica & Abul Moyeed, Osama Mohammad & Mhanna, Ahmad & Juan, Neil, 2021. "Effects of photovoltaic/thermal (PV/T) control strategies on the performance of liquid-based PV/T assisted heat pump for space heating," Renewable Energy, Elsevier, vol. 172(C), pages 753-764.
  17. Wang, Hai & Huang, Jin & Song, Mengjie & Yan, Jian, 2019. "Effects of receiver parameters on the optical performance of a fixed-focus Fresnel lens solar concentrator/cavity receiver system in solar cooker," Applied Energy, Elsevier, vol. 237(C), pages 70-82.
  18. Han, Youhua & Ma, Liangdong & Zhang, Jili & Mi, Peiyuan & Guo, Xiaochao, 2024. "Superheat matching control method for a roll-bond photovoltaic-thermal heat pump system," Energy, Elsevier, vol. 290(C).
  19. Arun, K.R. & Srinivas, M. & Saleel, C.A. & Jayaraj, S., 2020. "Influence of the location of discrete macro-encapsulated thermal energy storage on the performance of a double pass solar plate collector system," Renewable Energy, Elsevier, vol. 146(C), pages 675-686.
  20. Sholahudin, S. & Han, Hwataik, 2016. "Simplified dynamic neural network model to predict heating load of a building using Taguchi method," Energy, Elsevier, vol. 115(P3), pages 1672-1678.
  21. Aktekeli, Burak & Aktaş, Mustafa & Koşan, Meltem & Arslan, Erhan & Şevik, Seyfi, 2025. "Experimental study of a novel design bi-fluid based photovoltaic thermal (PVT)-assisted heat pump dryer," Renewable Energy, Elsevier, vol. 238(C).
  22. Chao Zhou & Ahmad Riaz & Jingjing Wang & Jili Zhang & Lin Xu, 2023. "Photovoltaic Thermal Heat Pump Assessment for Power and Domestic Hot Water Generation," Energies, MDPI, vol. 16(19), pages 1-21, October.
  23. Song, Zhiying & Ji, Jie & Zhang, Yuzhe & Li, Yunhai & Li, Jing & Zhao, Xudong, 2023. "Annual analysis of the photovoltaic direct-expansion heat pump assisted by double condensing equipment for secondary power generation," Renewable Energy, Elsevier, vol. 209(C), pages 169-183.
  24. Li, Ruishen & Zhang, Jili & Ma, Liangdong & Guo, Xiaochao & Han, Youhua, 2025. "Field experimental study of a novel overfeed photovoltaic-thermal heat pump for residential heating in northern China," Energy, Elsevier, vol. 337(C).
  25. Xu, Yingjie & Mao, Chengbin & Huang, Yuangong & Shen, Xi & Xu, Xiaoxiao & Chen, Guangming, 2021. "Performance evaluation and multi-objective optimization of a low-temperature CO2 heat pump water heater based on artificial neural network and new economic analysis," Energy, Elsevier, vol. 216(C).
  26. Hu, Mingke & Zhao, Bin & Li, Jing & Wang, Yunyun & Pei, Gang, 2017. "Preliminary thermal analysis of a combined photovoltaic–photothermic–nocturnal radiative cooling system," Energy, Elsevier, vol. 137(C), pages 419-430.
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