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Research on capacity configuration methods for wind-solar-hydrogen microgrids based on distributionally robust optimization
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Guotong Yi1, 2, Hui Zhao1, 2, Hongjun Wang1, 2, Youjun Yue1, 2
Renewable Energy Resources | 2024, 42(11) : 1518 - 1526
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Renewable Energy Resources | 2024, 42(11): 1518-1526
Research on capacity configuration methods for wind-solar-hydrogen microgrids based on distributionally robust optimization
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Guotong Yi1, 2, Hui Zhao1, 2, Hongjun Wang1, 2, Youjun Yue1, 2
Affiliations
  • 1 School of Electrical Engineering and Automation Tianjin University of Technology Tianjin 300384 China
  • 2 Tianjin Key Laboratory of Control Theory and Application for Complex Systems Tianjin 300384 China
Published: 2024-11-20
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As a clean and lowcarbon energy system, the integration of wind, solar, and hydrogen microgrids plays an essential role in facilitating the transformation of energy structures and enhancing energy utilization efficiency. This paper investigates the capacity configuration issues of wind, photovoltaic, and hydrogen storage microgrid systems. A model of the windsolarhydrogen microgrid system has been developed, taking into account the uncertainties in wind and solar outputs. Based on historical data, typical daily scenarios are selected using an improved Kmeans clustering algorithm, and the uncertainty probability distributions are jointly constrained by both the 1norm and infinity norm within a confidence set. This study proposes a twostage distributionally robust model for the capacity configuration of windsolarhydrogen microgrids. The first stage determines the capacity of each component with the goal of minimizing investment costs, while the second stage aims to minimize operational costs. The solution to the model is derived through the application of the ColumnandConstraint Generation (C&CG) algorithm. The results indicate that the model can achieve a rational configuration of capacity, and it enhances the energy utilization efficiency and economic performance of the windsolarhydrogen microgrid.

microgrid  /  hydrogen energy  /  distributionally robust  /  capacity configuration  /  uncertainty
Guotong Yi, Hui Zhao, Hongjun Wang, Youjun Yue. Research on capacity configuration methods for wind-solar-hydrogen microgrids based on distributionally robust optimization[J]. Renewable Energy Resources, 2024 , 42 (11) : 1518 -1526 .
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Year 2024 volume 42 Issue 11
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  • Receive Date：2024-03-05
  • Online Date：2025-07-22
  • Published：2024-11-20
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  • Received：2024-03-05
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    1 School of Electrical Engineering and Automation Tianjin University of Technology Tianjin 300384 China
    2 Tianjin Key Laboratory of Control Theory and Application for Complex Systems Tianjin 300384 China
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小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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