An optimal fractional order controller for an AVR system using particle swarm optimization algorithm

被引:0
|
作者
Karimi-Ghartemani, Masoud [1 ]
Zamani, Majid [1 ]
Sadati, Nasser [1 ]
Parniani, Mostafa [1 ]
机构
[1] Sharif Univ Technol, Dept Elect Engn, Tehran, Iran
关键词
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
Application of Fractional Order PID (FOPID) controller to an Automatic Voltage Regulator (AVR) is presented and studied in this paper. An FOPID is a PID whose derivative and integral orders are fractional numbers rather than integers. Design stage of such a controller consists of determining five parameters. This paper employs Particle Swarm Optimization (PSO) algorithm to carry out the aforementioned design procedure. A novel cost function is defined to facilitate the control strategy over both the time-domain and the frequency-domain specifications. Comparisons are made with a PID controller from standpoints of transient response, robustness and disturbance rejection characteristics. It is shown that the proposed FOPID controller can improve the performance of the AVR in all the three respects.
引用
下载
收藏
页码:243 / 248
页数:6
相关论文
共 50 条
  • [21] Design of fractional order controller based on particle swarm optimization
    Cao, Jun-Yi
    Cao, Bing-Gang
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2006, 4 (06) : 775 - 781
  • [22] Design of fractional order controller based on particle swarm optimization
    Department of Mechanical and Electronics Engineering, Xian Jiaotong University, P.O.Box 1659, Xian 710049, China
    Int. J. Control Autom. Syst., 2006, 6 (775-781):
  • [23] Application of Particle Swarm Optimization in Design of PID Controller for AVR System
    Abu-Seada, H. F.
    Mansor, W. M.
    Bendary, F. M.
    Emery, A. A.
    Hassan, M. A. Moustafa
    INTERNATIONAL JOURNAL OF SYSTEM DYNAMICS APPLICATIONS, 2013, 2 (03) : 1 - 17
  • [24] Fractional order dynamics in a particle swarm optimization algorithm
    Solteiro Pires, E. J.
    de Moura Oliveira, P. B.
    Tenreiro Machado, J. A.
    Jesus, Isabel S.
    PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, 2007, : 703 - +
  • [25] Optimal fractional order PID controller design for automatic voltage regulator system based on reference model using particle swarm optimization
    Li, Xiao
    Wang, Ying
    Li, Ning
    Han, Minyu
    Tang, Yinggan
    Liu, Fucai
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2017, 8 (05) : 1595 - 1605
  • [26] Optimal fractional order PID controller design for automatic voltage regulator system based on reference model using particle swarm optimization
    Xiao Li
    Ying Wang
    Ning Li
    Minyu Han
    Yinggan Tang
    Fucai Liu
    International Journal of Machine Learning and Cybernetics, 2017, 8 : 1595 - 1605
  • [27] Design of the fractional order controller for correction projectiles based on the improved particle swarm optimization algorithm
    Bao, Xue
    Wang, Dazhi
    Yang, Yongsheng
    Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2015, 36 (11): : 2556 - 2562
  • [28] The processes with fractional order delay and PI controller design using particle swarm optimization
    Ozyetkin, Munevver Mine
    Birdane, Hasan
    INTERNATIONAL JOURNAL OF OPTIMIZATION AND CONTROL-THEORIES & APPLICATIONS-IJOCTA, 2023, 13 (01): : 81 - 91
  • [29] Fractional order PID controller for synchronous machine excitation using particle swarm optimization
    Yao, Shun-Cai
    Pan, Hong-Xia
    Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2010, 30 (21): : 91 - 97
  • [30] Fractional order FIR differentiator design using particle swarm optimization algorithm
    Kumar, Manjeet
    INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS, 2019, 32 (02)