Soft Fault Diagnosis of Analog Circuit Based on Particle Swarm Optimization

被引:0
|
作者
Zhou Longfu [1 ]
Shi Yibing [1 ]
机构
[1] Univ Elect Sci & Technol China, Sch Automat Engn, Chengdu 610054, Peoples R China
关键词
Analog Circuit; Soft Fault; Diagnosis; PSO; Linear Program;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, a single soft fault diagnosis method for analog circuit with tolerance based on Particle Swarm Optimization (PSO) is proposed. The parameter deviation of circuit elements is defined as the element of particle. Node-voltage incremental equations based on the sensitivity analysis are built as constraints of a Linear Programming (LP) equation. Through inducing the penalty coefficient, the LP equation is set as the fitness function for the PSO program. After evaluating the best position of particles, it states whether the actual parameter is within tolerance range or not. Simulation result shows the effectiveness of the method.
引用
收藏
页码:186 / 189
页数:4
相关论文
共 50 条
  • [31] Support Vector Regression and Particle Swarm Optimization Algorithm for Intelligent Electronic Circuit Fault Diagnosis
    Tian, WenJie
    Tian, Yue
    Ai, Lan
    Liu, JiCheng
    [J]. 2009 2ND IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY, VOL 1, 2009, : 555 - +
  • [32] Application of an Improved Particle Swarm Optimization for Fault Diagnosis
    Wang Chu-Jiao
    Xia Shi-Xiong
    [J]. WKDD: 2009 SECOND INTERNATIONAL WORKSHOP ON KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS, 2009, : 527 - 530
  • [33] A novel neural-network approach of analog fault diagnosis based on kernel discriminant analysis and particle swarm optimization
    Xiao, Yingqun
    Feng, Lianggui
    [J]. APPLIED SOFT COMPUTING, 2012, 12 (02) : 904 - 920
  • [34] Analog circuit fault diagnosis based UCISVM
    Zhang, Aihua
    Chen, Chen
    Jiang, Baoshan
    [J]. NEUROCOMPUTING, 2016, 173 : 1752 - 1760
  • [35] Optimization of analog circuit fault diagnosis parameters based on SVM and genetic algorithm
    [J]. Jing, T., 1600, Advanced Institute of Convergence Information Technology (04):
  • [36] Research on ELM Soft Fault Diagnosis of Analog Circuit Based on KSLPP Feature Extraction
    Gan Xu-Sheng
    Qu Hong
    Meng Xiang-Wei
    Wang Chun-Lan
    Zhu Jie
    [J]. IEEE ACCESS, 2019, 7 : 92517 - 92527
  • [37] Research on WNN soft fault diagnosis for analog circuit based on adaptive UKF algorithm
    Xu-sheng, Gan
    Wen-ming, Gao
    Zhe, Dai
    Wei-dong, Liu
    [J]. APPLIED SOFT COMPUTING, 2017, 50 : 252 - 259
  • [38] Soft Fault Diagnosis of Analog Circuit Based on EEMD and Improved MF-DFA
    Lu, Xinmiao
    Lu, Zihan
    Wu, Qiong
    Wang, Jiaxu
    Yang, Cunfang
    Sun, Shuai
    Shao, Dan
    Liu, Kaiyi
    [J]. ELECTRONICS, 2023, 12 (01)
  • [39] Analog circuit soft-fault diagnosis based on sensitivity analysis with minimum fault number rule
    Lipeng Ji
    Xiaohui Hu
    [J]. Analog Integrated Circuits and Signal Processing, 2018, 95 : 163 - 171
  • [40] Analog circuit soft-fault diagnosis based on sensitivity analysis with minimum fault number rule
    Ji, Lipeng
    Hu, Xiaohui
    [J]. ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING, 2018, 95 (01) : 163 - 171