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Allocation of Microgrid Group Source Storage Capacity Considering the Spatiotemporal Correlation of Renewable Energy Generation
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Jun ZHOU1, Yuanbing XIAO1, Huamin YAN1, Jingjing LU1, Tiefeng XU1, Fanglin ZUO2
Electric Drive | 2025, 55(1) : 41 - 49
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Electric Drive | 2025, 55(1): 41-49
Allocation of Microgrid Group Source Storage Capacity Considering the Spatiotemporal Correlation of Renewable Energy Generation
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Jun ZHOU1, Yuanbing XIAO1, Huamin YAN1, Jingjing LU1, Tiefeng XU1, Fanglin ZUO2
Affiliations
  • 1 State Grid Shanghai Qingpu Power Supply Company,Shanghai 201700,China
  • 2 Liyang Research Institute of Southeast University,Changzhou 213300,Jiangsu,China
Published: 2025-01-20 doi: 10.19457/j.1001-2095.dqcd25128
Outline
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In order to improve the power coordination ability among microgrids in the microgrid group,it is necessary to consider the correlation between renewable energy generation output and the difference in load time distribution in different regions in the microgrid group planning. A scenario generation method that considers the spatio-temporal correlation of renewable energy power generation was proposed. Based on the spatial distance between microgrids in microgrids and the temporal characteristics of renewable energy power generation output,Nataf transformation and temporal reconstruction methods were used to generate scene-solar power output scenes that meet the temporal and spatial correlation. Then,the capacity allocation model of multi-objective microgrid group with minimum annual total cost and cumulative source-load difference was established. Finally,Jaya algorithm with non-dominated sorting and congestion improvement was adopted to solve the problem. Fuzzy membership function was used to evaluate the Pareto solution and select the optimal allocation scheme of wind storage in microgrid group. The results of the example show that the total investment cost can be effectively reduced by the precise allocation of the source storage capacity of the microgrid cluster,while the carbon emission level of the microgrid cluster can be reduced and the absorption capacity of renewable energy can be improved.

microgrid group capacity allocation  /  spatiotemporal correlation  /  Nataf transformation  /  multi-objective Jaya algorithm(MOJaya)
Jun ZHOU, Yuanbing XIAO, Huamin YAN, Jingjing LU, Tiefeng XU, Fanglin ZUO. Allocation of Microgrid Group Source Storage Capacity Considering the Spatiotemporal Correlation of Renewable Energy Generation[J]. Electric Drive, 2025 , 55 (1) : 41 -49 . DOI: 10.19457/j.1001-2095.dqcd25128
Year 2025 volume 55 Issue 1
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doi: 10.19457/j.1001-2095.dqcd25128
  • Receive Date:2023-05-11
  • Online Date:2025-10-29
  • Published:2025-01-20
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  • Received:2023-05-11
  • Revised:2023-08-30
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    1 State Grid Shanghai Qingpu Power Supply Company,Shanghai 201700,China
    2 Liyang Research Institute of Southeast University,Changzhou 213300,Jiangsu,China
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表12种不同金属材料的力学参数

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Number of
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Number of
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
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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