PID Controller Tuning for Capsubot with Standard and Fractional-Order PSO Algorithm

被引:0
|
作者
Babiarz, Artur [1 ]
机构
[1] Silesian Tech Univ, Dept Automat Control & Robot, Gliwice, Poland
来源
2023 27TH INTERNATIONAL CONFERENCE ON METHODS AND MODELS IN AUTOMATION AND ROBOTICS, MMAR | 2023年
关键词
particle swarm optimization; fractional particle swarm optimization; PID; capsubot robot; DYNAMICS;
D O I
10.1109/MMAR58394.2023.10242513
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The presented paper contains comparison two algorithms for searching optimal value of PID controllers: particle swarm optimization (PSO) and fractional-order particle swarm optimization (F-PSO) for the control system of capsubot robot. A cost function which is used with PSO and F-PSO is presented. At the end, the obtained simulation results are shown and discussed.
引用
收藏
页码:297 / 302
页数:6
相关论文
共 50 条
  • [31] Modeling and Control of Stand-alone PV System Based on Fractional-Order PID Controller
    Betti, Ahmad M.
    Ebrahim, M. A.
    Hassan, M. A. Mustafa
    2018 TWENTIETH INTERNATIONAL MIDDLE EAST POWER SYSTEMS CONFERENCE (MEPCON), 2018, : 377 - 382
  • [32] Evolutionary Based Tuning Approach of PIλDμ Fractional-order Speed Controller for multirotor UAV
    Giernacki, Wojciech
    Coelho, Joao Paulo
    2018 13TH APCA INTERNATIONAL CONFERENCE ON CONTROL AND SOFT COMPUTING (CONTROLO), 2018, : 312 - 317
  • [33] Lyapunov-based fractional-order controller design to synchronize a class of fractional-order chaotic systems
    Li, Ruihong
    Chen, Weisheng
    NONLINEAR DYNAMICS, 2014, 76 (01) : 785 - 795
  • [34] Designing synchronization schemes for fractional-order chaotic system via a single state fractional-order controller
    Li, Tianzeng
    Wang, Yu
    Yang, Yong
    OPTIK, 2014, 125 (22): : 6700 - 6705
  • [35] Ant Colony Optimization of Fractional-Order PID Controller based on Virtual Inertia Control for an Isolated Microgrid
    Mohamed, Ahmed H.
    Bahgat, Mohiy
    Abdel-Ghany, A. M.
    El-Zoghby, Helmy M.
    RECENT ADVANCES IN ELECTRICAL & ELECTRONIC ENGINEERING, 2023, 16 (03) : 320 - 332
  • [36] A novel optimized fractional-order hybrid fuzzy intelligent PID controller for interconnected realistic power systems
    Haroun, A. H. Gomaa
    Li Yin-Ya
    TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2019, 41 (11) : 3065 - 3080
  • [37] A self-adaptive fractional-order PID controller for the particle velocity regulation in a pneumatic conveying system
    Abbas, Faisal
    Saleem, Omer
    Wang, Lijuan
    Yan, Yong
    TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2024,
  • [38] Fractional-order PID feedback synthesis controller including some external influences on insulin and glucose monitoring
    Nisar, Kottakkaran Sooppy
    Farman, Muhammad
    Jamil, Khadija
    Jamil, Saba
    Hincal, Evren
    ALEXANDRIA ENGINEERING JOURNAL, 2025, 113 : 60 - 73
  • [39] Effect of fractional-order PID controller with acceleration feedback on a linear single degree-of-freedom oscillator
    Niu, Jiangchuan
    Shen, Yongjun
    Yang, Shaopu
    Li, Xianghong
    JOURNAL OF VIBROENGINEERING, 2016, 18 (02) : 965 - 977
  • [40] Optimization of PID controller parameters using a hybrid PSO algorithm
    Zhang, Xia
    Yang, Yue
    INTERNATIONAL JOURNAL OF DYNAMICS AND CONTROL, 2024, 12 (10) : 3617 - 3627