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文章摘要
基于综合变权的分层模糊petri网电网故障诊断方法
A hierarchical fuzzy petri net based method for power grid fault diagnosis employing comprehensive variable weight
Received:November 23, 2018  Revised:November 23, 2018
DOI:10.19753/j.issn1001-1390.2020.12.017
中文关键词: 分层模糊petri网  综合变权  信息缺失  故障诊断
英文关键词: hierarchical  fuzzy petri  net, comprehensive  variable weight, information  loss, fault  diagnosis
基金项目:?基金项目:国家自然科学基金项目资助(51607083); 江苏省自然科学基金项目资助(2060778)
Author NameAffiliationE-mail
NI Lianghua Nanjing Institute of Technology nilianghua@163.com 
WEN Jiayan* Nanjing Institute of Technology 584135468@qq.com 
LV Ganyun Nanjing Institute of Technology nilianghua@163.com 
XU Qiwen Nanjing Institute of Technology 347696941@qq.com 
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中文摘要:
      为实现对电网故障元件的准确诊断,基于综合变权思想提出了考虑动态权重的分层模糊petri网(HFPN)评估模型。首先建立包含可疑故障线路送受两端的主保护、近后备保护以及远后备保护子网,再对三类保护建立综合诊断子网,构成对线路故障诊断的双层模型。针对传统固定赋权在警报信息缺失情况下可能造成对故障线路误判的弊端,计及元件的状态水平对决策的动态影响,对模型赋予动态权重以放大动作元件的真实度。融合固定权重和动态权重的故障诊断方法能够有效识别信息缺失情况下的故障线路。通过对典型电网进行多组故障案例仿真,结果表明所提出的基于综合变权的petri网诊断方法可提高故障诊断的准确率。
英文摘要:
      To achieve the accurate diagnosis of fault components of power grid, a hierarchical fuzzy petri net (HFPN) evaluation model considering the dynamic weight is proposed based on the idea of comprehensive variable weight. First, a subnet containing suspicious fault line’s main protection, near backup protection and far backup protection is established at both ends, and then a comprehensive diagnostic subnet is established for the three types of protection, forming a double-layer model for line fault diagnosis. In view of the disadvantage of traditional fixed weighting in the case of warning information loss that may cause fault line misjudgment, considering the dynamic effect of the component"s state level on the decision, the model is given the dynamic weight to amplify the truth of the action elements. The fault diagnosis method combining fixed weight and dynamic weight can effectively identify the fault lines in the case of information loss. Through the multi-group fault simulation of typical power grid, the results show that the petri net diagnosis method based on comprehensive variable weight can improve the accuracy of fault diagnosis.
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