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
  • [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] Analog circuit fault diagnosis approach based on improved particle swarm optimization algorithm
    [J]. 1600, International Frequency Sensor Association (175):
  • [4] Analog circuit fault diagnosis based on particle swarm optimization support vector machine
    Zuo L.
    Hou L.-G.
    Zhang W.
    Wang J.-H.
    Wu W.-C.
    [J]. Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2010, 32 (07): : 1553 - 1556
  • [5] 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 - +
  • [6] An analog circuit diagnosis method based on particle swarm optimization algorithm
    He, Yigang
    Zhu, Wenji
    Zhou, Yantao
    Liu, Meirong
    [J]. Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2010, 25 (06): : 163 - 171
  • [7] 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 - +
  • [8] 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
  • [9] 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
  • [10] 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