An Electric Power System Fault Diagnosis Method Based on PSO and FCM

被引：2
|
作者：
Cheng, Jie [1 ]
机构：
[1] Xian Engn Coll Armed Police Force, Xian, Peoples R China
来源：
INDUSTRIAL INSTRUMENTATION AND CONTROL SYSTEMS, PTS 1-4 | 2013年 / 241-244卷
关键词：
Fault Diagnosis; PSO; FCM; Electric Power System; PARTICLE SWARM ALGORITHM; OPTIMIZATION;
D O I：
10.4028/www.scientific.net/AMM.241-244.347
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
For effectively analyzing electric power faults, exactly identifying failure type, and highly providing disposal measure, depending on PSO (particle swarm optimization) algorithm, a PSO-FCM (particle swarm optimization-fuzzy c-means) algorithm was constructed by the FCM improvement of fuzzy clustering to avoid get in local optimal state. On this basis, an electric power system fault diagnosis method was established by means of PSO and FCM. Finally, this method was validated by an example. Consequently, this method can intellectively diagnose and identify the fault of electric power system, and can provide a new approach to stably operation in electric power system.
引用
收藏
页码：347 / 350
页数：4
相关论文
共 50 条
  • [1] Fault diagnosis method based on improved PSO-FCM-immune algorithm
    Xia, Shixiong
    Zhou, Decai
    Niu, Qiang
    Li, Fei
    Journal of Computational Information Systems, 2013, 9 (07): : 2853 - 2860
  • [2] A Hybrid Method Based on PSO and FCM for Transformer Fault Diagnosis Using Dissolved Gas
    Guo, Xinchen
    Song, Qiong
    Zhang, Fuwei
    ADVANCED RESEARCH ON INFORMATION SCIENCE, AUTOMATION AND MATERIAL SYSTEM, PTS 1-6, 2011, 219-220 : 375 - +
  • [3] Fault Diagnosis Based on BFS in Electric Power System
    Zhang Yagang
    Zhang Jinfang
    Ma Jing
    Wang Zengping
    2009 INTERNATIONAL CONFERENCE ON MEASURING TECHNOLOGY AND MECHATRONICS AUTOMATION, VOL I, 2009, : 643 - 646
  • [4] Research method of circuit fault diagnosis based on FCM
    周德新
    李伟
    中南大学学报(自然科学版), 2009, 40(S1) (自然科学版) : 290 - 294
  • [5] Research method of circuit fault diagnosis based on FCM
    Zhou, De-Xin
    Li, Wei
    Zhongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Central South University (Science and Technology), 2009, 40 (SUPPL. 1): : 290 - 294
  • [6] Research method of circuit fault diagnosis based on FCM
    周德新
    李伟
    中南大学学报(自然科学版), 2009, 40 (S1) : 290 - 294
  • [7] Fault diagnosis method of electric power distribution system based on rough set theory
    Zhang Pin-jia
    Sun Qiu-ye
    Proceedings of 2005 Chinese Control and Decision Conference, Vols 1 and 2, 2005, : 989 - +
  • [8] Fault Diagnosis and Recovery of UAV Based on FCM-(PSO-DF) Algorithm
    Yao, Zhiwei
    Yang, Chunxi
    Han, Shichang
    Gao, Guanbin
    Na, Jing
    2022 34TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC, 2022, : 315 - 322
  • [9] Deep Learning-Based Method for the Robust and Efficient Fault Diagnosis in the Electric Power System
    Yoon, Dong-Hee
    Yoon, Jonghee
    IEEE ACCESS, 2022, 10 : 44660 - 44668
  • [10] Novel PSO based on-line fault diagnosis approach for power electronic system
    Chen, Ru-Qing
    Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2008, 28 (24): : 70 - 74
12345