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Risk in solar energy: Spatio-temporal instability and extreme low-light events in China

Author

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  • Guo, Jingxian
  • Li, Runkui
  • Cai, Panli
  • Xiao, Zhen
  • Fu, Haiyu
  • Guo, Tongze
  • Wang, Tianyi
  • Zhang, Xiaoping
  • Wang, Jiancheng
  • Song, Xianfeng

Abstract

The dramatically increasing photovoltaic power generation plays a crucial role in the transformation of energy structure and reducing carbon emission, but also facing high instability risks. Analyzing the spatial and temporal instability of solar energy resources in China, as well as the clustering characteristics of extreme low-light events, is of significant importance in identifying key areas for future development of China's photovoltaic industry and ensuring energy security. We propose a stability index and construct a long time series of solar radiation stability from 1981 to 2022 across China. We also extract the frequency and maximum duration of extreme low-light events and explore their spatio-temporal patterns in China. Our analysis reveals spatially unbalanced solar energy resources and varied temporal trends across China. Solar energy resources exhibit a decreasing trend in the Qinghai-Tibet Plateau, while experiencing an increasing trend in Xinjiang, the Northeast Plain, the Yangtze River Basin, and the southeast coastal areas. The turning point for such trends occurred from the late 1990s to the early 21st century. Notably, the instability of solar energy resources varies across regions, with the Yangtze River Basin and the southeast coastal areas experiencing greater instability compared to the Qinghai-Tibet Plateau, Northwest China, Inner Mongolia, and other regions. Extreme low-light events occur frequently and their spatial distributions vary largely with seasons. The probability of extreme events in Sichuan Basin is completely opposite in spring versus winter. Summer stands out as the season with the highest stability of solar energy resources and the largest total solar radiation across China. The extreme low-light events in a large portion area of China is becoming more intense. China's photovoltaic allocation should pay more attention to climate risks in the future.

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  • Guo, Jingxian & Li, Runkui & Cai, Panli & Xiao, Zhen & Fu, Haiyu & Guo, Tongze & Wang, Tianyi & Zhang, Xiaoping & Wang, Jiancheng & Song, Xianfeng, 2024. "Risk in solar energy: Spatio-temporal instability and extreme low-light events in China," Applied Energy, Elsevier, vol. 359(C).
  • Handle: RePEc:eee:appene:v:359:y:2024:i:c:s0306261924001326
    DOI: 10.1016/j.apenergy.2024.122749
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    1. David E. H. J. Gernaat & Harmen Sytze Boer & Vassilis Daioglou & Seleshi G. Yalew & Christoph Müller & Detlef P. Vuuren, 2021. "Climate change impacts on renewable energy supply," Nature Climate Change, Nature, vol. 11(2), pages 119-125, February.
    2. Charabi, Yassine & Gastli, Adel, 2011. "PV site suitability analysis using GIS-based spatial fuzzy multi-criteria evaluation," Renewable Energy, Elsevier, vol. 36(9), pages 2554-2561.
    3. Sarah Feron & Raúl R. Cordero & Fernando Labbe, 2017. "Rural Electrification Efforts Based on Off-Grid Photovoltaic Systems in the Andean Region: Comparative Assessment of Their Sustainability," Sustainability, MDPI, vol. 9(10), pages 1-23, October.
    4. Sonia Jerez & Isabelle Tobin & Robert Vautard & Juan Pedro Montávez & Jose María López-Romero & Françoise Thais & Blanka Bartok & Ole Bøssing Christensen & Augustin Colette & Michel Déqué & Grigory Ni, 2015. "The impact of climate change on photovoltaic power generation in Europe," Nature Communications, Nature, vol. 6(1), pages 1-8, December.
    5. A. N. Pettitt, 1979. "A Non‐Parametric Approach to the Change‐Point Problem," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 28(2), pages 126-135, June.
    6. David E. H. J. Gernaat & Harmen Sytze Boer & Vassilis Daioglou & Seleshi G. Yalew & Christoph Müller & Detlef P. Vuuren, 2021. "Author Correction: Climate change impacts on renewable energy supply," Nature Climate Change, Nature, vol. 11(4), pages 362-362, April.
    7. Jun Yin & Annalisa Molini & Amilcare Porporato, 2020. "Impacts of solar intermittency on future photovoltaic reliability," Nature Communications, Nature, vol. 11(1), pages 1-9, December.
    8. Jiang, Hou & Lu, Ning & Yao, Ling & Qin, Jun & Liu, Tang, 2023. "Impact of climate changes on the stability of solar energy: Evidence from observations and reanalysis," Renewable Energy, Elsevier, vol. 208(C), pages 726-736.
    9. Anthony Patt & Stefan Pfenninger & Johan Lilliestam, 2013. "Vulnerability of solar energy infrastructure and output to climate change," Climatic Change, Springer, vol. 121(1), pages 93-102, November.
    10. Ibrahim, Nur Atirah & Wan Alwi, Sharifah Rafidah & Manan, Zainuddin Abdul & Mustaffa, Azizul Azri & Kidam, Kamarizan, 2022. "Risk matrix approach of extreme temperature and precipitation for renewable energy systems in Malaysia," Energy, Elsevier, vol. 254(PC).
    11. Tao Wang & Yutong Zhao & Chaoyi Xu & Philippe Ciais & Dan Liu & Hui Yang & Shilong Piao & Tandong Yao, 2021. "Atmospheric dynamic constraints on Tibetan Plateau freshwater under Paris climate targets," Nature Climate Change, Nature, vol. 11(3), pages 219-225, March.
    12. Notton, Gilles & Nivet, Marie-Laure & Voyant, Cyril & Paoli, Christophe & Darras, Christophe & Motte, Fabrice & Fouilloy, Alexis, 2018. "Intermittent and stochastic character of renewable energy sources: Consequences, cost of intermittence and benefit of forecasting," Renewable and Sustainable Energy Reviews, Elsevier, vol. 87(C), pages 96-105.
    13. Chen, Xie & Zhou, Chaohui & Tian, Zhiyong & Mao, Hongzhi & Luo, Yongqiang & Sun, Deyu & Fan, Jianhua & Jiang, Liguang & Deng, Jie & Rosen, Marc A., 2023. "Different photovoltaic power potential variations in East and West China," Applied Energy, Elsevier, vol. 351(C).
    14. Gómez-Amo, J.L. & Freile-Aranda, M.D. & Camarasa, J. & Estellés, V. & Utrillas, M.P. & Martínez-Lozano, J.A., 2019. "Empirical estimates of the radiative impact of an unusually extreme dust and wildfire episode on the performance of a photovoltaic plant in Western Mediterranean," Applied Energy, Elsevier, vol. 235(C), pages 1226-1234.
    15. Jackson, Nicole D. & Gunda, Thushara, 2021. "Evaluation of extreme weather impacts on utility-scale photovoltaic plant performance in the United States," Applied Energy, Elsevier, vol. 302(C).
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    1. Zifan Huang & Zexia Duan & Yichi Zhang & Tianbo Ji, 2024. "Response of Sustainable Solar Photovoltaic Power Output to Summer Heatwave Events in Northern China," Sustainability, MDPI, vol. 16(12), pages 1-28, June.

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