Synchronous reluctance motor speed drive using sliding mode controller based on Gaussian radial basis function neural network

被引：1
|
作者：
Chen C.-A. [1 ]
Chiang H.-K. [2 ]
Lin W.-B. [3 ]
Tseng C.-H. [4 ]
机构：
[1] Electronic Vehicle and System Verification Group, R and D Division, Automotive Research and Testing Center
[2] Department of Electrical Engineering, National Yunlin University of Science and Technology
[3] School of Engineering Science and Technology, National Yunlin University of Science and Technology
[4] Department of Electrical Engineering, Nan-Jeon Institute of Technology, Yen-Shui
来源：
Artificial Life and Robotics | 2009年 / 14卷 / 01期
关键词：
Lyapunov function; Radial basis function neural network; Sliding mode control; Synchronous reluctance motor;
D O I：
10.1007/s10015-009-0627-8
中图分类号：
学科分类号：
摘要：
In this article, a sliding mode control (SMC) design based on a Gaussian radial basis function neural network (GRBFNN) is proposed for a synchronous reluctance motor (SynRM) system robust stabilization and disturbance rejection. This method utilizes the Lyapunov function and the steep descent rule to guarantee the convergence of the SynRM drive system asymptotically. Finally, we employ experiments to validate the proposed method. © International Symposium on Artificial Life and Robotics (ISAROB). 2009.
引用
收藏
页码：53 / 57
页数：4
相关论文
共 50 条
  • [1] Design and Implementation of a Sliding Mode Controller Using a Gaussian Radial Basis Function Neural Network Estimator for a Synchronous Reluctance Motor Speed Drive
    Lin, Wen-Bin
    Chen, Chien-An
    Chiang, Huann-Keng
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2011, 39 (06) : 548 - 562
  • [2] Design and Implementation Sliding Mode Controller Based on Radial Basis Function Neural Network for Synchronous Reluctance Motor
    Chen, Chien-An
    Lin, Wen-Bin
    Chiang, Huann-Keng
    ICIEA: 2009 4TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOLS 1-6, 2009, : 276 - +
  • [3] Gaussian radial basis function neural network controller of a synchronous reluctance motor in electric motorcycle applications
    Chen C.-A.
    Chiang H.-K.
    Lin W.-B.
    Artificial Life and Robotics, 2010, 15 (04) : 468 - 472
  • [4] The novel adaptive sliding mode controller for synchronous reluctance motor speed drive
    Chen, Chien-An
    Chiang, Huann-Keng
    Lin, Bor-Ren
    EUROPEAN TRANSACTIONS ON ELECTRICAL POWER, 2010, 20 (08): : 1058 - 1070
  • [5] Adaptive Fast Terminal Sliding Mode Control Based on Radial Basis Function Neural Network for Speed Tracking of Switched Reluctance Motor
    Sheng, Linhao
    Wang, Guofeng
    Fan, Yunsheng
    IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2023, 18 (01) : 91 - 104
  • [6] Sliding mode with fuzzy controller design for a sensorless synchronous reluctance motor drive
    Liu, Tian-Hua
    Lin, Ming-Tsan
    Journal of Control Systems and Technology, 1995, 3 (02): : 129 - 136
  • [7] Design and implementation of a grey sliding mode controller for synchronous reluctance motor drive
    Chiang, HK
    Tseng, CH
    CONTROL ENGINEERING PRACTICE, 2004, 12 (02) : 155 - 163
  • [8] A fuzzy sliding-mode controller design for a synchronous reluctance motor drive
    Liu, TH
    Lin, MT
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1996, 32 (03) : 1065 - 1076
  • [9] Robust optimal speed tracking control of a current sensorless synchronous reluctance motor drive using a new sliding mode controller
    Soltani, J
    Zarchi, HA
    PEDS 2003 : FIFTH INTERNATIONAL CONFERENCE ON POWER ELECTRONICS AND DRIVE SYSTEMS, VOLS 1 AND 2, PROCEEDINGS, 2003, : 474 - 479
  • [10] Backstepping Terminal Sliding Mode Control Based on Radial Basis Function Neural Network for Permanent Magnet Linear Synchronous Motor
    Fu D.
    Zhao X.
    Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2020, 35 (12): : 2545 - 2553
12345