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
  • [21] A New Gaussian Radial Basis Function Neural Network Controller for Induction Motor Control Drives
    Barazane, L.
    Laribi, M.
    Krishan, M. M.
    Ouiguini, R.
    18TH MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION, 2010, : 545 - 550
  • [22] Current sensorless synchronous reluctance motor speed drive with the novel fuzzy sliding mode control
    Chen, Chien-An
    Chiang, Huann-Keng
    Lin, Bor-Ren
    ICIEA 2008: 3RD IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, PROCEEDINGS, VOLS 1-3, 2008, : 449 - +
  • [23] The novel adaptive sliding mode control for current sensorless synchronous reluctance motor speed drive
    Chen, Chien-An
    Chiang, Huann-Keng
    Lin, Bor-Ren
    2008 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY, VOLS 1-5, 2008, : 805 - +
  • [24] Sliding mode genetic speed control of synchronous reluctance motor
    Chih-Huang Tseng
    Huann-Keng Chiang
    Chien-An Chen
    2006 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-6, PROCEEDINGS, 2006, : 2944 - +
  • [25] RADIAL BASIS FUNCTION NETWORK BASED AUTOMATIC GENERATION FUZZY NEURAL NETWORK CONTROLLER FOR PERMANENT MAGNET LINEAR SYNCHRONOUS MOTOR
    Lu, Hung-Ching
    Chang, Ming-Hung
    Liu, Hsikuang
    PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-6, 2009, : 3279 - 3284
  • [26] Sliding mode control of nonlinear systems using Gaussian radial basis function neural networks
    Efe, MÖ
    Kaynak, O
    Yu, XH
    Wilamowski, BM
    IJCNN'01: INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-4, PROCEEDINGS, 2001, : 474 - 479
  • [27] Sliding Mode Control of Flexible Joint Using Gaussian Radial Basis Function Neural Networks
    Farivar, F.
    Shooretideli, M. Aliyari
    Nekoui, M. A.
    Teshnehlab, M.
    ICCEE 2008: PROCEEDINGS OF THE 2008 INTERNATIONAL CONFERENCE ON COMPUTER AND ELECTRICAL ENGINEERING, 2008, : 856 - +
  • [28] Hermite neural network-based second-order sliding-mode control of synchronous reluctance motor drive systems
    Liu, Yong-Chao
    Laghrouche, Salah
    N'Diaye, Abdoul
    Cirrincione, Maurizio
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2021, 358 (01): : 400 - 427
  • [29] Adaptive Sliding Mode Speed Control of Synchronous Reluctance Motor Drive Using Input-Output Feedback Linearization
    Zarchi, Hossein Abootorabi
    Fazeli, Sayed Mahdi
    Soltani, Jafar
    Ping, Hew Wooi
    ICEMS 2008: PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS, VOLS 1- 8, 2008, : 1369 - +
  • [30] Intelligent Second-Order Sliding Mode Control Based on Recurrent Radial Basis Function Neural Network for Permanent Magnet Linear Synchronous Motor
    Wang, Tianhe
    Zhao, Ximei
    Jin, Hongyan
    Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2021, 36 (06): : 1229 - 1237
12345