Research and application of fuzzy decision based on multi-agent system

被引:0
|
作者
Wenxu Zhang
Lei Ma
Xiaonan Li
W. Zhang
机构
[1] Southwest Jiaotong University,School of Electrical Engineering
[2] Northwest University for Nationalities,School of Electrical Engineering
[3] University of Maryland,undefined
[4] College Park,undefined
来源
The Journal of Supercomputing | 2020年 / 76卷
关键词
750 kV substation; Fuzzy Petri net; Fault diagnosis; Redundant protection; Multi-agent system;
D O I
暂无
中图分类号
学科分类号
摘要
The aim is to study the characteristics of dual-net and dual-protection configuration of 750 kV substation and take into consideration the uncertainty of the substation, such as maloperation and rejection miss trip of protection and breaker. This paper proposed a diagnosis fault method with redundancy based on fuzzy Petri net in a framework of multi-agent system. The reasoning model is divided into global agent layer, local agent layer, and connected agent layer according to multi-agent hierarchical method, and the fault region and suspicious fault component are determined by the former two layer based on case information. The restriction and rule are formed by topological structure and protection configuration of grid. This algorithm adopts the information entropy to determine the credibility of initial information, the model of fuzzy Petri is established in the third layer and divided into main network and redundant network to carry out the sub-network, and then the diagnosis result with minimum uncertainty is obtained by fuzzy reasoning. The simulation results show this model has higher accuracy and better fault tolerance ability.
引用
收藏
页码:4149 / 4168
页数:19
相关论文
共 50 条
  • [21] Research of Decision-making in the Multi-Agent System Based on Interactive Influence Diagrams
    Li, Bo
    Luo, Jian
    Zhuang, Jinfa
    MATERIALS, MECHATRONICS AND AUTOMATION, PTS 1-3, 2011, 467-469 : 1947 - +
  • [22] Multi-Agent Decision Taking System
    Wakulicz-Deja, Alicja
    Przybyla-Kasperek, Malgorzata
    FUNDAMENTA INFORMATICAE, 2010, 101 (1-2) : 125 - 141
  • [23] Research on Decision-making Scheduling Model of Distributed Multi-agent Collaborative Group in Supply Chain Based on Multi-agent System
    Li, Zhu
    Xiao, Liang
    Xiao, Yiming
    ICCMB 2019 - THE 2ND INTERNATIONAL CONFERENCE ON COMPUTERS IN MANAGEMENT AND BUSINESS, 2019, : 76 - 80
  • [24] Multi-application authentication based on multi-agent system
    Fugkeaw, Somchart
    Manpanpanich, Piyawit
    Juntapremjitt, Sekpon
    IMECS 2007: INTERNATIONAL MULTICONFERENCE OF ENGINEERS AND COMPUTER SCIENTISTS, VOLS I AND II, 2007, : 1316 - +
  • [25] Research on application of multi-agent system in on-line learning system
    Qi, Yuedou
    2007 International Symposium on Computer Science & Technology, Proceedings, 2007, : 1139 - 1142
  • [26] Emergency logistics decision support system based on multi-agent system
    Lei, Fang
    PROCEEDINGS OF THE 14TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS A AND B: BUILDING CORE COMPETENCIES THROUGH IE&EM, 2007, : 1478 - 1482
  • [27] Study on Marketing Decision Support System Based on Multi-Agent System
    Gao, Linqi
    INFORMATION-AN INTERNATIONAL INTERDISCIPLINARY JOURNAL, 2012, 15 (08): : 3333 - 3342
  • [28] Research on Intelligent CAPP System Based on Multi-Agent System
    Wang, Zhongbin
    Tan, Chao
    Li, Qing
    Chen, Yuliu
    HIS 2009: 2009 NINTH INTERNATIONAL CONFERENCE ON HYBRID INTELLIGENT SYSTEMS, VOL 1, PROCEEDINGS, 2009, : 52 - +
  • [29] Research of Collaborative CAD System Based on Multi-agent
    Xue Ligong
    Zhou Zude
    Liu Quan
    2008 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-31, 2008, : 5059 - 5062
  • [30] The research of relay protection system based on Multi-Agent
    Zhao, Tinghong
    Man, Zibin
    Wang, Zhijun
    2008 INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION, VOL II, PROCEEDINGS, 2008, : 191 - +