水电能源科学2024,Vol.42Issue(10) :196-200.DOI:10.20040/j.cnki.1000-7709.2024.20231501

基于改进的分层WFPN的电网故障诊断

Grid Fault Diagnosis Based on Improved Hierarchical WFPN

张淑卿 许迪
水电能源科学2024,Vol.42Issue(10) :196-200.DOI:10.20040/j.cnki.1000-7709.2024.20231501

基于改进的分层WFPN的电网故障诊断

Grid Fault Diagnosis Based on Improved Hierarchical WFPN

张淑卿 1许迪1
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作者信息

  • 1. 华北理工大学电气工程学院,河北 唐山 063210
  • 折叠

摘要

针对提升电网故障诊断模型准确性和解决因模型元件增减而引起模型构建复杂的问题,提出了基于改进的分层加权模糊Petri网(WFPN)电网故障诊断方法.首先,根据故障元件及故障蔓延方向建立其故障子模型和综合模型两层模型,解决因元件增减而引起模型构建复杂度问题;其次,在主观赋值法的基础上通过优化组合赋值法对输入权值进行优化赋值,使得故障诊断结果具有较高准确性;最后,通过对14节点电力系统进行仿真分析,发现在面临信息不完备及保护或断路器拒动挑战时,WFPN电网故障诊断方法仍能够提供可靠的故障诊断结果,具有较高的容错性.

Abstract

Aiming at improving the accuracy of the grid fault diagnosis model and solving the complexity of model construction due to the increase or decrease of model components,an improved hierarchical weighted fuzzy Petri net(WF-PN)grid fault diagnosis method based on the improved hierarchical weighted fuzzy Petri net(WFPN)is proposed.First-ly,the two-layer model of fault sub-model and comprehensive model was established according to the fault components and the direction of fault propagation,which solves the complexity of model construction caused by the increase or de-crease of components.Secondly,the input weights were optimized by the optimized combination of weight method on the basis of the subjective assignment method,which makes the fault diagnosis results have a higher accuracy.Finally,through the simulation analysis of the 14-node power systems in the face of incomplete information and protection or cir-cuit breaker rejection,the WFPN grid fault diagnosis method can still provide reliable fault diagnosis results and has high fault tolerance.

关键词

电网/故障诊断/分层加权模糊Petri网/容错性

Key words

power grid/fault diagnosis/hierarchical weighted fuzzy Petri net/fault tolerance

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出版年

2024
水电能源科学
中国水力发电工程学会 华中科技大学 武汉国测三联水电设备有限公司

水电能源科学

CSTPCD北大核心
影响因子:0.525
ISSN:1000-7709
参考文献量7
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