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Distribution network lines vulnerability assessment considering wind-solar-load timing series fluctuation characteristics
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Ling Lu1, 2, Qiuping Pu1, Yaoyao Zhang3, Xin Li1, 2, Xin Zhang1, Hongwei Xu1, Yang Lu1, Deli Bu1
Renewable Energy Resources | 2025, 43(4) : 499 - 509
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Renewable Energy Resources | 2025, 43(4): 499-509
Distribution network lines vulnerability assessment considering wind-solar-load timing series fluctuation characteristics
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Ling Lu1, 2, Qiuping Pu1, Yaoyao Zhang3, Xin Li1, 2, Xin Zhang1, Hongwei Xu1, Yang Lu1, Deli Bu1
Affiliations
  • 1 College of Electrical Engineering and New Energy China Three Gorges University Yichang 443002 China
  • 2 Hubei Provincial Engineering Center for Intelligent Energy Technology China Three Gorges University Yichang 443002 China
  • 3 State Grid Quzhou Power Supply Company Quzhou 324000 China
Published: 2025-04-20
Outline
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This paper studies the vulnerability assessment of distribution lines with multitype distributed power access. Firstly, in view of the uncertainty of distributed generation, the Latin hypercube sampling and synchronous back substitution method are used to generate the classic output scenarios of wind and light. Based on the complex network theory and power flow analysis, the vulnerability assessment indexes such as improved line betweenness, improved line degree, line voltage stability and fault loss are proposed from three aspects of power grid structure, operation state and fault influence. Secondly, a comprehensive evaluation model of game theoryVIKOR based on the correction weight of time series fluctuation characteristics is proposed to evaluate the vulnerability of the line. Then, the simulation verification is carried out based on the example of IEEE33 node system. The results show that the constructed index and evaluation model can accurately reflect the realtime fragile state of the line and conform to the time series fluctuation characteristics of source and load. Finally, based on the comprehensive vulnerability of lines in each period, combined with the distribution characteristics of line vulnerability in each period, the real vulnerability of the whole system line in different periods is further analyzed, which provides a theoretical basis for risk aversion of distribution network with distributed generation.

distributed generation  /  vulnerability assessment  /  time series fluctuation characteristics  /  game theory
Ling Lu, Qiuping Pu, Yaoyao Zhang, Xin Li, Xin Zhang, Hongwei Xu, Yang Lu, Deli Bu. Distribution network lines vulnerability assessment considering wind-solar-load timing series fluctuation characteristics[J]. Renewable Energy Resources, 2025 , 43 (4) : 499 -509 .
Year 2025 volume 43 Issue 4
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Article Info
  • Receive Date:2024-05-27
  • Online Date:2025-07-18
  • Published:2025-04-20
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  • Received:2024-05-27
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Affiliations
    1 College of Electrical Engineering and New Energy China Three Gorges University Yichang 443002 China
    2 Hubei Provincial Engineering Center for Intelligent Energy Technology China Three Gorges University Yichang 443002 China
    3 State Grid Quzhou Power Supply Company Quzhou 324000 China
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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
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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