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

被引:1
作者
Zhang, Wenxu [1 ]
Ma, Lei [1 ]
Li, Xiaonan [2 ]
Zhang, W. [3 ]
机构
[1] Southwest Jiaotong Univ, Sch Elect Engn, Chengdu 610031, Peoples R China
[2] Northwest Univ Nationalities, Sch Elect Engn, Lanzhou 730030, Peoples R China
[3] Univ Maryland, College Pk, MD 20850 USA
关键词
750 kV substation; Fuzzy Petri net; Fault diagnosis; Redundant protection; Multi-agent system; PETRI NETS; KNOWLEDGE REPRESENTATION; ENTROPY;
D O I
10.1007/s11227-018-2249-1
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
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:20
相关论文
共 19 条
  • [11] Knowledge representation using high-level fuzzy Petri nets
    Shen, Victor R. L.
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2006, 36 (06): : 1220 - 1227
  • [12] Cyber-Physical System Security for the Electric Power Grid
    Sridhar, Siddharth
    Hahn, Adam
    Govindarasu, Manimaran
    [J]. PROCEEDINGS OF THE IEEE, 2012, 100 (01) : 210 - 224
  • [13] Social acceptance of renewable energy sources: A review of contingent valuation applications
    Stigka, Eleni K.
    Paravantis, John A.
    Mihalakakou, Giouli K.
    [J]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2014, 32 : 100 - 106
  • [15] Fault Diagnosis of Electric Power Systems Based on Fuzzy Reasoning Spiking Neural P Systems
    Wang, Tao
    Zhang, Gexiang
    Zhao, Junbo
    He, Zhengyou
    Wang, Jun
    Perez-Jimenez, Mario J.
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2015, 30 (03) : 1182 - 1194
  • [16] Dynamic representation of fuzzy knowledge based on fuzzy petri net and genetic-particle swarm optimization
    Wang, Wei-Ming
    Peng, Xun
    Zhu, Guo-niu
    Hu, Jie
    Peng, Ying-Hong
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2014, 41 (04) : 1369 - 1376
  • [17] Dependability Analysis of Control Center Networks in Smart Grid Using Stochastic Petri Nets
    Zeng, Rongfei
    Jiang, Yixin
    Lin, Chuang
    Shen, Xuemin
    [J]. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2012, 23 (09) : 1721 - 1730
  • [18] Fuzzy Petri nets and industrial applications: a review
    Zhou, Kai-Qing
    Zain, Azlan Mohd
    [J]. ARTIFICIAL INTELLIGENCE REVIEW, 2016, 45 (04) : 405 - 446
  • [19] A decomposition algorithm of fuzzy Petri net using an index function and incidence matrix
    Zhou, Kai-Qing
    Zain, Azlan Mohd
    Mo, Li-Ping
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2015, 42 (08) : 3980 - 3990