A Simulation Study of Parallel Particle Swarm Optimization Algorithm for Proportional Integral Derivative Controller Tuning

被引：0
|
作者：
Khokhar, Rizwana [1 ]
Lalwani, Soniya [2 ]
Lalwani, Mahendra [1 ]
机构：
[1] Rajasthan Tech Univ, Dept Elect Engn, Kota, India
[2] Rajasthan Tech Univ, Dept Comp Sci & Engg, Kota, India
来源：
2018 8TH IEEE INDIA INTERNATIONAL CONFERENCE ON POWER ELECTRONICS (IICPE) | 2018年
关键词：
Particle swarm optimization (PSO) algorithm; Parallel PSO (PPSO); Rastrigrin function; Rosenbrock function; Griewank function; Proportional integral derivative (PID) controller;
D O I：
暂无
中图分类号：
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号：
0807 ; 0820 ;
摘要：
In this paper, proportional integral derivative (PID) controller is tuned with the help of particle swarm optimization algorithm (PSO) and parallel PSO (PPSO). To evaluate the system complexity and process speed, the testing on Rosenbrock, Rastrigrin and Griewank functions is also performed. The aim behind implementation of PPSO is improving the efficiency, running time and robustness of the system. Nyquist plot, Bode plot, Root locus and Nicholas chart are drawn for evaluating the system parameters such as peak amplitude, bandwidth, relative stability; gain margin, phase margin, gain value, stability and robustness of the system along with the running time.
引用
收藏
页数：4
相关论文
共 50 条
  • [31] Genetic algorithm optimization based proportional-integral-derivative controller for unified chaotic system
    Wang, DF
    ACTA PHYSICA SINICA, 2005, 54 (04) : 1495 - 1499
  • [32] Parameter Tuning of PID Controller of Servo System Based on Particle Swarm Optimization Algorithm
    Chen Lianbo
    Xiong Xinhong
    Zheng Yousheng
    Zhang Yanhui
    Zhang Guoqing
    Wu Xinyu
    Feng Wei
    2019 THE 5TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING, CONTROL AND ROBOTICS (EECR 2019), 2019, 533
  • [33] Parameter tuning method of robust PID controller based on particle swarm optimization algorithm
    Xu, Zhi-Cheng
    Huagong Zidonghua Ji Yibiao/Control and Instruments in Chemical Industry, 2006, 33 (05): : 22 - 25
  • [34] Tuning of Fractional Order PIα-PD Controller using Particle Swarm Optimization Algorithm
    Bettou, K.
    Charef, A.
    2013 3D INTERNATIONAL CONFERENCE ON SYSTEMS AND CONTROL (ICSC), 2013,
  • [35] CFBB PID Controller Tuning with Probability based Binary Particle Swarm Optimization Algorithm
    Menhas, Muhammad Ilyas
    Wang, Ling
    Pan, Hui
    Fei, Minrui
    LIFE SYSTEM MODELING AND INTELLIGENT COMPUTING, PT II, 2010, 98 : 44 - +
  • [36] Optimal Tuning of PID Controller using Adaptive Hybrid Particle Swarm Optimization Algorithm
    Gharghory, Sawsan Morkos
    Kamal, Hanan Ahmed
    INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2012, 7 (01) : 101 - 114
  • [37] A self-tuning analog proportional-integral-derivative (PID) controller
    Aggarwal, Varun
    Mao, Meng
    O'Reilly, Una-May
    AHS 2006: FIRST NASA/ESA CONFERENCE ON ADAPTIVE HARDWARE AND SYSTEMS, PROCEEDINGS, 2006, : 12 - +
  • [38] Indirect optimal tuning rules for fractional order proportional integral derivative controller
    Trivedi, Rishika
    Verma, Bharat
    Padhy, Prabin K.
    INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS, 2021, 34 (02)
  • [39] Evolution of Proportional Integral Derivative Controller
    Hanif, Omar
    Kedia, Vatsal
    2018 INTERNATIONAL CONFERENCE ON RECENT INNOVATIONS IN ELECTRICAL, ELECTRONICS & COMMUNICATION ENGINEERING (ICRIEECE 2018), 2018, : 2655 - 2659
  • [40] MODIFIED PROPORTIONAL-INTEGRAL DERIVATIVE (PID) CONTROLLER AND A NEW TUNING METHOD FOR THE PID CONTROLLER
    SUNG, SW
    LEE, IB
    LEE, J
    INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1995, 34 (11) : 4127 - 4132
12345