An approach to optimize performance of controller in networked control system

被引:0
|
作者
Richa Sharma
Purushottam Sharma
Anshuman Singh
Veer Srivastava
机构
[1] Amity University Uttar Pradesh,ASET
关键词
PID controller; Particle Swarm Optimization (PSO); Performance indices; Networked control system;
D O I
暂无
中图分类号
学科分类号
摘要
The Network Control System, which includes three different nodes connected through a band-limited real-time digital network, was created as a result of industry evaluations modifying their specifications. An adequately stabilized controller is critical to maximizing the industry’s production rate. In this study, PID controller parameters Kp, Ki, and Kd (Gain coefficients of P (Proportional), I (Integral) and D (Derivative) controller) have been stabilized by using the Particle Swarm Optimization method followed by which performance indices have been calculated to observe the error rate on the calculated Kp, Ki, and Kd values. Compared with typical PID tuning approaches, particle swarm optimization tuning for controller parameters improves process properties such as time-domain requirement, supply interruptions, error reductions, and enhanced system reaction time. MATLAB/Simulink was used to run the simulations.
引用
收藏
页码:1639 / 1646
页数:7
相关论文
共 50 条
  • [1] An approach to optimize performance of controller in networked control system
    Sharma, Richa
    Sharma, Purushottam
    Singh, Anshuman
    Srivastava, Veer
    [J]. INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING AND MANAGEMENT, 2023, 14 (5) : 1639 - 1646
  • [2] Impulsive Controller for Wireless Networked Control System: Switched System Approach
    Wu, Yuan-Qing
    Su, Hongye
    Mathiyalagan, Kalidass
    [J]. COMPLEXITY, 2016, 21 (05) : 291 - 299
  • [3] Robust Controller Design for Networked Control System
    Shah, Dipesh
    Mehta, A. J.
    [J]. 2014 INTERNATIONAL CONFERENCE ON COMPUTER, COMMUNICATIONS, AND CONTROL TECHNOLOGY (I4CT), 2014, : 388 - 393
  • [4] Dissipative Controller Design for Networked Control Systems via the Markovian Jump System Approach
    Najmurrokhman, Asep
    Trilaksono, Bambang Riyanto
    Syaichu-Rohman, Arief
    Hendrawan
    [J]. JOURNAL OF ENGINEERING AND TECHNOLOGICAL SCIENCES, 2013, 45 (01): : 25 - 46
  • [5] H∞ controller design for continuous networked control systems based on a switched system approach
    Yang, Linghui
    Gao, Li
    Gu, Zhou
    Xue, Qiuxiang
    [J]. PROCEEDINGS OF THE 28TH CHINESE CONTROL AND DECISION CONFERENCE (2016 CCDC), 2016, : 2306 - 2311
  • [7] Optimization Strategy of Controller Design in Networked Control System
    Zheng, Zhang
    Ying, Li
    [J]. INTERNATIONAL CONFERENCE ON ELECTRICAL AND CONTROL ENGINEERING (ICECE 2015), 2015, : 106 - 111
  • [8] A Novel Controller Design Approach for Nonlinear Networked Control Systems
    Liu Zhili
    Zhao Zhong
    Zhang Jinhui
    [J]. PROCEEDINGS OF THE 31ST CHINESE CONTROL CONFERENCE, 2012, : 5758 - 5763
  • [9] Attack-tolerant networked control system: an approach for detection the controller stealthy hijacking attack
    Yaseen, Amer Atta
    Bayart, Mireille
    [J]. 13TH EUROPEAN WORKSHOP ON ADVANCED CONTROL AND DIAGNOSIS (ACD 2016), 2017, 783
  • [10] An Approach to Optimize the Proportional-Integral-Derivative Controller System
    Dadvandipour, S.
    Dizaji, N. Khalili
    Entezar, S. Rosshan
    [J]. 2015 16TH INTERNATIONAL CARPATHIAN CONTROL CONFERENCE (ICCC), 2015, : 95 - 99