Soft Fault Diagnosis of Analog Circuit Based on Particle Swarm Optimization

被引:0
|
作者
Long-Fu Zhou
机构
关键词
Analog circuit; diagnosis; linearprogram; particle swarm optimization; soft fault;
D O I
暂无
中图分类号
TN710 [电子电路];
学科分类号
080902 ;
摘要
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, the position of the optimal particle 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:358 / 361
页数:4
相关论文
共 50 条
  • [1] Soft Fault Diagnosis of Analog Circuit Based on Particle Swarm Optimization
    Zhou Longfu
    Shi Yibing
    [J]. IEEE CIRCUITS AND SYSTEMS INTERNATIONAL CONFERENCE ON TESTING AND DIAGNOSIS, 2009, : 186 - 189
  • [2] Tolerance Analog Circuit Hard Fault and Soft Fault Diagnosis Based on Particle Swarm Neural Network
    Han, Baoru
    Li, Jingbing
    Wu, Hengyu
    [J]. ADVANCES IN MANUFACTURING SCIENCE AND ENGINEERING, PTS 1-4, 2013, 712-715 : 1965 - +
  • [3] Particle Swarm Neural Network in Application of Soft Fault Diagnosis of Analog Circuit
    Han, Baoru
    Liu, Shixiang
    Cai, Lisha
    [J]. MANUFACTURING PROCESS AND EQUIPMENT, PTS 1-4, 2013, 694-697 : 1349 - +
  • [4] Analog Circuit Fault Diagnosis Based on Particle Swarm Neural Network Hybrid Algorithm
    Han, Baoru
    Li, Jingbing
    [J]. MECHATRONICS, ROBOTICS AND AUTOMATION, PTS 1-3, 2013, 373-375 : 1049 - +
  • [5] Analog Circuit Optimization Based on Hybrid Particle Swarm Optimization
    Joshi, Deepak
    Dash, Satyabrata
    Agarwal, Ujjawal
    Bhattacharjee, Ratnajit
    Trivedi, Gaurav
    [J]. 2015 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND COMPUTATIONAL INTELLIGENCE (CSCI), 2015, : 164 - 169
  • [6] Diagnosis of Soft-Fault in Analog Circuit Based on FNLP
    Shi, Yibing
    Zhou, Longfu
    Zhang, Wei
    [J]. 2009 INTERNATIONAL CONFERENCE ON COMMUNICATIONS, CIRCUITS AND SYSTEMS PROCEEDINGS, VOLUMES I & II: COMMUNICATIONS, NETWORKS AND SIGNAL PROCESSING, VOL I/ELECTRONIC DEVICES, CIRUITS AND SYSTEMS, VOL II, 2009, : 1078 - 1081
  • [7] Fault Diagnosis of Support Vector Machine Analog Circuits Based on Improved Particle Swarm Optimization
    Yang, Junping
    Song, Qinghua
    [J]. JOURNAL OF NANOELECTRONICS AND OPTOELECTRONICS, 2023, 18 (06) : 743 - 752
  • [8] Railway Track Circuit Fault Diagnosis Based on Support Vector Machine with Particle Swarm Optimization
    Zhang, Meng-qi
    [J]. INTERNATIONAL CONFERENCE ON ELECTRICAL, CONTROL AND AUTOMATION ENGINEERING (ECAE 2013), 2013, : 113 - 117
  • [9] Particle swarm optimization based RVM classifier for non-linear circuit fault diagnosis
    高成
    黄姣英
    孙悦
    刁胜龙
    [J]. Journal of Central South University, 2012, 19 (02) : 459 - 464
  • [10] Particle swarm optimization based RVM classifier for non-linear circuit fault diagnosis
    Gao Cheng
    Huang Jiao-ying
    Sun Yue
    Diao Sheng-long
    [J]. JOURNAL OF CENTRAL SOUTH UNIVERSITY, 2012, 19 (02) : 459 - 464