PSO-based robust H∞ controller design using cascade compensation network

被引:1
|
作者
Ali, Hazem I. [1 ]
Noor, Samsul Bahari Mohd [1 ]
Bashi, S. M. [1 ]
Marhaban, Mohammad Hamiruce [1 ]
机构
[1] Univ Putra Malaysia, Fac Engn, Dept Elect & Elect Engn, Serdang 43400, Malaysia
来源
IEICE ELECTRONICS EXPRESS | 2010年 / 7卷 / 12期
关键词
cascade compensation network; robust control; uncertain systems; pneumatic actuator; lag-lead controller; PID controller; H-infinity control; PSO; PNEUMATIC ACTUATOR;
D O I
10.1587/elex.7.832
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
This paper proposes a method for robust controller design using cascade compensation network. The method uses particle swarm optimization (PSO) to tune the controller and performance weighting function parameters by minimizing a cost function subject to H-infinity-norm specifications. Levy's curve fitting method is used to accurately express the multiplicative uncertainty function. The proposed method is applied to pneumatic servo actuator with system uncertainty and wide range of load variations as an example to illustrate the design procedure of the proposed controller. It is shown that the proposed controller presents robustness over a wide range of parameters change. A comparison with conventional H-infinity controller is presented.
引用
收藏
页码:832 / 838
页数:7
相关论文
共 50 条
  • [31] PSO-Based Design of RF Integrated Inductor
    Pereira, Pedro
    Coito, Fernando V.
    Fino, Helena
    TECHNOLOGICAL INNOVATION FOR VALUE CREATION, 2012, 372 : 475 - +
  • [32] Design and Speed Control of SynRM Using Cascade PID Controller with PSO Algorithm
    Alkhafaji, Mohammed Ayad
    Uzun, Yunus
    INTERNATIONAL JOURNAL OF RENEWABLE ENERGY DEVELOPMENT-IJRED, 2020, 9 (01): : 69 - 76
  • [33] Robust STATCOM controller design using PSO based automatic loop-shaping procedure
    Syed, FF
    Rahim, AHMA
    Ba-Khashwain, JM
    2005 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS (CCA), VOLS 1AND 2, 2005, : 440 - 445
  • [34] PSO-based Neural Network Model for Teaching Evaluation
    Zhu, Changjun
    Zhao, Xiujuan
    ICCSSE 2009: PROCEEDINGS OF 2009 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION, 2009, : 53 - 55
  • [35] PSO-based robust PID control for flexible manipulator systems
    Elkaranshway, H. A.
    Bayoumi, E. H. E.
    Soliman, H. M.
    INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2011, 14 (1-2) : 1 - 12
  • [36] PSO-BASED ROBUST WATERMARKING OF AVS-ENCODED VIDEO
    Wang, Yuan-Gen
    Liang Fan
    Lei, Yan-Qiang
    2010 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME 2010), 2010, : 1647 - 1650
  • [37] Simulation of Flood Water Level Using PSO-based RBF Neural Network
    Zhu, Changjun
    Ma, Xirong
    2009 THIRD INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION, VOL 1, PROCEEDINGS, 2009, : 68 - +
  • [38] WIDE AREA ROBUST CENTRALIZED PSO-BASED SPECIFIED STRUCTURE H-infinity POWER SYSTEM DAMPING CONTROLLER DESIGN CONSIDERING UNCERTAINTIES IN TIME DELAY AND SYSTEM PARAMETERS
    Ngamroo, Issarachai
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2013, 9 (03): : 1211 - 1231
  • [39] ADAPTIVE PSO-BASED SELF -TUNING PID CONTROLLER FOR ULTRASONIC MOTOR
    Djoewahir, Alrijadjis
    Tanaka, Kanya
    Nakashima, Shota
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2013, 9 (10): : 3903 - 3914
  • [40] PV Systems Operating in Dynamic Climatic Circumstances Using a PSO-based SMC and PID Controller
    Rahli, Chouaib
    Ouada, Mehdi
    Ryad, Mebarek Abdesslam
    Salah, Saad
    Bouraiou, Ahmed
    Attoui, Issam
    Dekhane, Azzeddine
    PROGRAM OF THE 2ND INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND AUTOMATIC CONTROL, ICEEAC 2024, 2024,