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Efficiency enhancement of photovoltaic modules via full-spectrum utilization and waste heat recovery using liquid-state thermocells

Author

Listed:
  • Ye, Fuqian
  • Zhao, Xin
  • Zhang, Yuxin
  • Man, Yi
  • Qi, Feihong
  • Zhang, Xin
  • Peng, Wanli
  • Rahman, Ehsanur
  • Guo, Juncheng

Abstract

The photovoltaic module (PVM) primarily captures photons near the semiconductor bandgap to generate photocurrent. However, low- and high-energy photons outside this range are largely wasted as heat, limiting efficiency to approximately 33% (Shockley–Queisser limit). To utilize the full solar spectrum, a spectrally selective absorber (SSA) and a liquid thermocell (LTC) are synergistically integrated with a PVM to form a novel hybrid system for the first time. The developed model improves upon previous work by including: (i) the PVM-to-LTC area ratio, (ii) iterative energy balance to determine LTC electrode temperatures, and (iii) key irreversible losses in both subsystems. Under AM1.5G conditions (1 kW m−2), the proposed hybrid system has a maximum conversion efficiency of 20.70% and a electric power density of 207.0 W m−2 when the PVM operates at 345 K. Compared to a standalone PVM, the hybrid system demonstrates a 7.64% improvement in both efficiency and power density, outperforming the PVM and solid-state thermoelectric generator hybrid technologies. Parametric studies reveal that lowering PVM and sink temperatures, narrowing LTC electrode spacing, and raising ambient temperature can significantly improve performance. This study provides a theoretical foundation for the optimal design and operation of PVM-LTC hybrid systems, offering valuable insights into solar full-spectrum utilization and waste heat recovery in PV applications.

Suggested Citation

  • Ye, Fuqian & Zhao, Xin & Zhang, Yuxin & Man, Yi & Qi, Feihong & Zhang, Xin & Peng, Wanli & Rahman, Ehsanur & Guo, Juncheng, 2026. "Efficiency enhancement of photovoltaic modules via full-spectrum utilization and waste heat recovery using liquid-state thermocells," Renewable Energy, Elsevier, vol. 256(PE).
  • Handle: RePEc:eee:renene:v:256:y:2026:i:pe:s0960148125019111
    DOI: 10.1016/j.renene.2025.124247
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    References listed on IDEAS

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    1. Gao, Yuanzhi & Chen, Bo & Wu, Dongxu & Dai, Zhaofeng & Wang, Changling & Zhang, Xiaosong, 2022. "Comparative study of various solar power generation systems integrated with nanofluid-flat heat pipe," Applied Energy, Elsevier, vol. 327(C).
    2. Aghaei, M. & Fairbrother, A. & Gok, A. & Ahmad, S. & Kazim, S. & Lobato, K. & Oreski, G. & Reinders, A. & Schmitz, J. & Theelen, M. & Yilmaz, P. & Kettle, J., 2022. "Review of degradation and failure phenomena in photovoltaic modules," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
    3. Xin Lu & Cong Xie & Yang Liu & Hui Zheng & Kai Feng & Zedong Xiong & Wanxia Wei & Yinhua Zhou, 2024. "Increase in the efficiency and stability of large-area flexible organic photovoltaic modules via improved electrical contact," Nature Energy, Nature, vol. 9(7), pages 793-802, July.
    4. Zhu, Haifeng & Luo, Zixue & Cheng, Qiang & Lu, Lu, 2024. "Highly efficient spectrum-splitting solar energy utilization based on near- and far-field thermophotovoltaics," Energy, Elsevier, vol. 309(C).
    5. Zhao, Qin & Li, Pengcheng & Zhang, Houcheng, 2024. "Dually boosting the performance of photovoltaic module via integrating elastocaloric cooler," Energy, Elsevier, vol. 295(C).
    6. Montero, Francisco J. & Kumar, Ramesh & Lamba, Ravita & Escobar, Rodrigo A. & Vashishtha, Manish & Upadhyaya, Sushant & Guzmán, Amador M., 2022. "Hybrid photovoltaic-thermoelectric system: Economic feasibility analysis in the Atacama Desert, Chile," Energy, Elsevier, vol. 239(PB).
    7. Koester, L. & Lindig, S. & Louwen, A. & Astigarraga, A. & Manzolini, G. & Moser, D., 2022. "Review of photovoltaic module degradation, field inspection techniques and techno-economic assessment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 165(C).
    8. Zhang, Suling & Wu, Wei & Wang, Shuangfeng, 2017. "Integration highly concentrated photovoltaic module exhaust heat recovery system with adsorption air-conditioning module via phase change materials," Energy, Elsevier, vol. 118(C), pages 1187-1197.
    9. Tang, Xin & Li, Guiqiang & Zhao, Xudong, 2021. "Performance analysis of a novel hybrid electrical generation system using photovoltaic/thermal and thermally regenerative electrochemical cycle," Energy, Elsevier, vol. 232(C).
    10. Li, Xue & Chen, Ken & Su, Jianglei Michael & Zhou, Hai & Ren, Zhongyi & Zhao, Bin & Pei, Gang, 2025. "Performance study of a vacuum photovoltaic/thermal collector with spectral selectivity," Renewable Energy, Elsevier, vol. 239(C).
    11. 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).
    12. Zhong, Fanghao & Liu, Zhuo & Zhao, Shuqi & Ai, Tianchao & Zou, Haoyu & Qu, Ming & Wei, Xiang & Song, Yangfan & Chen, Hongwei, 2024. "A novel concentrated photovoltaic and ionic thermocells hybrid system for full-spectrum solar cascade utilization," Applied Energy, Elsevier, vol. 363(C).
    13. Liao, Tianjun & He, Qijiao & Xu, Qidong & Dai, Yawen & Cheng, Chun & Ni, Meng, 2021. "Coupling properties and parametric optimization of a photovoltaic panel driven thermoelectric refrigerators system," Energy, Elsevier, vol. 220(C).
    14. Wang, Mingli & Ruan, Jiafen & Zhang, Jian & Jiang, Yefan & Gao, Fei & Zhang, Xin & Rahman, Ehsanur & Guo, Juncheng, 2024. "Modeling, thermodynamic performance analysis, and parameter optimization of a hybrid power generation system coupling thermogalvanic cells with alkaline fuel cells," Energy, Elsevier, vol. 292(C).
    15. Carmona, Mauricio & Palacio Bastos, Alberto & García, José Doria, 2021. "Experimental evaluation of a hybrid photovoltaic and thermal solar energy collector with integrated phase change material (PVT-PCM) in comparison with a traditional photovoltaic (PV) module," Renewable Energy, Elsevier, vol. 172(C), pages 680-696.
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