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Evaluation of the Complementary Characteristics for Wind-Photovoltaic-Hydro Hybrid System Considering Multiple Uncertainties in the Medium and Long Term

Author

Listed:
  • Lu Lu

    (Zhengzhou University
    Zhengzhou University)

  • Wenlin Yuan

    (Zhengzhou University)

  • Hongshi Xu

    (Zhengzhou University)

  • Chengguo Su

    (Zhengzhou University)

  • Denghua Yan

    (China Institute of Water Resources and Hydropower Research)

  • Zening Wu

    (Zhengzhou University)

Abstract

Quantifying the complementary characteristics of the wind-photovoltaic-hydro(W-PV-H) system under multiple uncertainties is very important for the planning and operation of W-PV-H system. Due to the randomness of hydrometeorological elements, W-PV-H system has multiple uncertainties which is difficult to describe. Besides, the complementarity of W-PV-H system with three energy sources cannot be directly clarified by the available indicators, which brings challenges to the development of W-PV-H system. To reveal the complementary mechanism of W-PV-H system under multiple uncertainties, the Asymmetric Archimedean Copula (AAC) based on the fully nested method and the maximum possible weight function are combined to characterize the multiple uncertainties of W-PV-H system. Then the comprehensive complementarity coefficient(CCC) is established by coupling spatial coordinates and compromise planningto quantify the complementary characteristics of W-PV-H system. The method proposed in this paper is applied to the upper reaches of the Yellow River. The results show that AAC has advantages in constructing joint probability distributions compared with Symmetric Archimedean Copula. The most probable solutions under multiple return periods are all located near the cumulative frequency contour. Under various joint probabilities, the CCCs in the study area are all greater than 0.5, which indicates that the W-PV-H system has certain complementarity in medium-long-term. The medium-long-term complementarity in wind-hydro and PV-hydro are better, and the complementarity in wind-PV is the worst. Morever, the medium-long-term compensation relationship in W-PV-H system is revealed through two models with the participation of wind and PV power or not.

Suggested Citation

  • Lu Lu & Wenlin Yuan & Hongshi Xu & Chengguo Su & Denghua Yan & Zening Wu, 2024. "Evaluation of the Complementary Characteristics for Wind-Photovoltaic-Hydro Hybrid System Considering Multiple Uncertainties in the Medium and Long Term," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 38(2), pages 793-814, January.
    • Handle: RePEc:spr:waterr:v:38:y:2024:i:2:d:10.1007_s11269-023-03699-3
    DOI: 10.1007/s11269-023-03699-3
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    References listed on IDEAS

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    1. de Jong, P. & Sánchez, A.S. & Esquerre, K. & Kalid, R.A. & Torres, E.A., 2013. "Solar and wind energy production in relation to the electricity load curve and hydroelectricity in the northeast region of Brazil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 23(C), pages 526-535.
    2. Cantão, Mauricio P. & Bessa, Marcelo R. & Bettega, Renê & Detzel, Daniel H.M. & Lima, João M., 2017. "Evaluation of hydro-wind complementarity in the Brazilian territory by means of correlation maps," Renewable Energy, Elsevier, vol. 101(C), pages 1215-1225.
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