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多时空视角下计及源-荷功率不确定性的故障严重度综合评估
引用本文:吴亚宁,罗毅,周生存,汤木易,雷成. 多时空视角下计及源-荷功率不确定性的故障严重度综合评估[J]. 电力自动化设备, 2023, 43(4)
作者姓名:吴亚宁  罗毅  周生存  汤木易  雷成
作者单位:华中科技大学 电气与电子工程学院 强电磁工程与新技术国家重点实验室,湖北 武汉 430074;南方电网能源发展研究院有限责任公司,广东 广州 510530
基金项目:中国南方电网有限责任公司科技项目(EDRI?GH?KJXM?2021?101)
摘    要:为了全面、有效地分析新能源与负荷功率随机波动下设备故障对电力系统运行的影响,提出一种计及源-荷功率不确定性的故障严重度综合评估模型。考虑电网运行的安全、稳定与经济性和稳暂态不同时间尺度过程,从多时空视角构建故障严重度的综合评估指标体系。利用随机响应面法处理不确定性因素并计算指标概率密度分布,获取期望归一化决策矩阵。采用G1-熵权法进行指标赋权,并对逼近理想解排序法进行改进,实现故障严重度综合评估模型的求解。IEEE 39节点系统的仿真结果表明,所提模型可以较全面、客观地实现故障筛选和排序,具有一定的灵活性和普适性,便于决策者从全局和局部视角辨识关键故障。

关 键 词:故障严重度;稳暂态过程;源-荷不确定性;随机响应面;指标体系;综合评估模型

Comprehensive evaluation of fault severity considering source-load power uncertainty from multiple spatiotemporal perspectives
WU Yaning,LUO Yi,ZHOU Shengcun,TANG Muyi,LEI Cheng. Comprehensive evaluation of fault severity considering source-load power uncertainty from multiple spatiotemporal perspectives[J]. Electric Power Automation Equipment, 2023, 43(4)
Authors:WU Yaning  LUO Yi  ZHOU Shengcun  TANG Muyi  LEI Cheng
Affiliation:State Key Laboratory of Advanced Electromagnetic Engineering and Technology, School of Electrical and ElectronicEngineering, Huazhong University of Science and Technology, Wuhan 430074, China; Energy Development Research Institute of China Southern Power Grid Co.,Ltd.,Guangzhou 510530, China
Abstract:In order to comprehensively and effectively analyze the influence of equipment fault on power system operation under the random fluctuation of renewable energy and load power, a comprehensive evaluation model of fault severity considering source-load power uncertainty is proposed. Considering the security, stability and economy of power grid operation and different time scale processes of steady and transient states, a comprehensive evaluation index system of fault severity is constructed from multiple spatiotemporal perspectives. The stochastic response surface method is used to deal with the uncertain factors and calculate the probability density distribution of indicators, and the expected normalized decision matrix is obtained. The G1-entropy weight method is adopted to assign indicator weights, and the technique for order preference by similarity to an ideal solution is improved to realize the solution of comprehensive evaluation model of fault severity. The simulative results of IEEE 39-bus system show that the proposed model can comprehensively and objectively realize fault screening and sorting, and has certain flexibility and universality, which is convenient for decision makers to identify critical faults from global and local perspectives.
Keywords:fault severity   steady and transient processes   source-load uncertainty   stochastic response surface   index system   comprehensive evaluation model
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