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Photovoltaic module regional clustering in mainland China and application based on factors influencing field reliability

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  • Liu, Weidong
  • Jiang, Xiaohua
  • Li, Shaoshuai
  • Luo, Ji
  • Wen, Gen

Abstract

The field reliability of photovoltaic modules is important to make investment, design, operation and maintenance decisions in PV power generation projects. By minimizing the field reliability differences between the congeneric regions of PV modules, a regional clustering method based on the factors influencing field reliability is proposed, and a model to predict the field reliability or service lifetime by the clustering results is presented. Based on systematic analysis of the regional differences between workload and natural wear factors impacting field reliability, a comprehensive clustering model is constructed, and nine clustering indexes are accurately quantified. The Ward and entropy weight methods are adopted to objectively calculate index and time weights, respectively. The weighted Ward clustering algorithm is applied to cluster regions based on workload and natural wear factors. Two clustering results are integrated through comprehensive clustering to obtain the final result. Finally, this method is applied to the clustering of 31 provincial administrative regions in mainland China, and the result is applied to predict the average annual power degradation amount of the PV modules in the different regions, both of which validate the applicability and effectiveness of the proposed method.

Suggested Citation

  • Liu, Weidong & Jiang, Xiaohua & Li, Shaoshuai & Luo, Ji & Wen, Gen, 2020. "Photovoltaic module regional clustering in mainland China and application based on factors influencing field reliability," Renewable and Sustainable Energy Reviews, Elsevier, vol. 133(C).
    • Handle: RePEc:eee:rensus:v:133:y:2020:i:c:s1364032120306274
    DOI: 10.1016/j.rser.2020.110339
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    1. Santhakumari, Manju & Sagar, Netramani, 2019. "A review of the environmental factors degrading the performance of silicon wafer-based photovoltaic modules: Failure detection methods and essential mitigation techniques," Renewable and Sustainable Energy Reviews, Elsevier, vol. 110(C), pages 83-100.
    2. Kahoul, Nabil & Chenni, Rachid & Cheghib, Hocine & Mekhilef, Saad, 2017. "Evaluating the reliability of crystalline silicon photovoltaic modules in harsh environment," Renewable Energy, Elsevier, vol. 109(C), pages 66-72.
    3. Sharma, Vikrant & Chandel, S.S., 2013. "Performance and degradation analysis for long term reliability of solar photovoltaic systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 27(C), pages 753-767.
    4. Maghami, Mohammad Reza & Hizam, Hashim & Gomes, Chandima & Radzi, Mohd Amran & Rezadad, Mohammad Ismael & Hajighorbani, Shahrooz, 2016. "Power loss due to soiling on solar panel: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 59(C), pages 1307-1316.
    5. Akinyele, D.O. & Rayudu, R.K. & Nair, N.K.C., 2017. "Life cycle impact assessment of photovoltaic power generation from crystalline silicon-based solar modules in Nigeria," Renewable Energy, Elsevier, vol. 101(C), pages 537-549.
    6. Dida, Mustapha & Boughali, Slimane & Bechki, Djamel & Bouguettaia, Hamza, 2020. "Output power loss of crystalline silicon photovoltaic modules due to dust accumulation in Saharan environment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 124(C).
    7. Tsanakas, John A. & Ha, Long & Buerhop, Claudia, 2016. "Faults and infrared thermographic diagnosis in operating c-Si photovoltaic modules: A review of research and future challenges," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 695-709.
    8. Zaihidee, Fardila Mohd & Mekhilef, Saad & Seyedmahmoudian, Mehdi & Horan, Ben, 2016. "Dust as an unalterable deteriorative factor affecting PV panel's efficiency: Why and how," Renewable and Sustainable Energy Reviews, Elsevier, vol. 65(C), pages 1267-1278.
    9. Ustun, Taha Selim & Nakamura, Yasuhiro & Hashimoto, Jun & Otani, Kenji, 2019. "Performance analysis of PV panels based on different technologies after two years of outdoor exposure in Fukushima, Japan," Renewable Energy, Elsevier, vol. 136(C), pages 159-178.
    10. Mekhilef, S. & Saidur, R. & Kamalisarvestani, M., 2012. "Effect of dust, humidity and air velocity on efficiency of photovoltaic cells," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 2920-2925.
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    Cited by:

    1. Liu, Weidong & Xu, Ben & Liu, Yan & Li, Shaoshuai & Yan, Weian, 2024. "A field-function methodology predicting the service lifetime of photovoltaic modules," Renewable and Sustainable Energy Reviews, Elsevier, vol. 192(C).
    2. Vaverková, Magdalena Daria & Winkler, Jan & Uldrijan, Dan & Ogrodnik, Paweł & Vespalcová, Tereza & Aleksiejuk-Gawron, Joanna & Adamcová, Dana & Koda, Eugeniusz, 2022. "Fire hazard associated with different types of photovoltaic power plants: Effect of vegetation management," Renewable and Sustainable Energy Reviews, Elsevier, vol. 162(C).

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