A MODEL-BASED FUZZY CONTROL OF AN INDUCTION MOTOR

被引：2
|
作者：
Perdukova, Daniela [1 ]
Fedor, Pavol [1 ]
机构：
[1] Tech Univ Kosice, Fac Elect Engn & Informat, Dept Elect Engn & Mech, Letna 9, Kosice 04200, Slovakia
来源：
ADVANCES IN ELECTRICAL AND ELECTRONIC ENGINEERING | 2014年 / 12卷 / 05期
关键词：
Fuzzy logic control; fuzzy modelling; induction motor; inverse fuzzy model;
D O I：
10.15598/aeee.v12i5.1229
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：
The paper presents a method of obtaining a simplified fuzzy model of an induction motor from measured data, without the necessity of preliminary knowledge of its internal structure and parameters. With the aim of avoiding a heuristic search for linguistic control rules, the paper presents one of the possibilities of the application of this method for an inverse fuzzy model based control. The proposed simplified fuzzy model of an induction motor was applied in the control of the desired torque of the drive with induction motor. Obtained results were first verified by simulation in programme Matlab and finally experimentally validated by measurements on an IC inverter-induction motor system. Simulation results and experimental measurements confirmed the correctness of the proposed fuzzy modelling and control method and its applicability also to other nonlinear dynamic systems.
引用
收藏
页码：427 / 434
页数：8
相关论文
共 50 条
  • [21] Neuro-fuzzy Model-based Control
    D. Matko
    K. Kavšek-Biasizzo
    J. Kocijan
    Journal of Intelligent and Robotic Systems, 1998, 23 : 249 - 265
  • [22] Fuzzy model-based control of complex plants
    United States Naval Acad, Annapolis, United States
    IEEE Trans Fuzzy Syst, 4 (517-529):
  • [23] Evolving fuzzy model-based adaptive control
    de Barros, Jean-Camille
    Dexter, Arthur L.
    2007 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-4, 2007, : 1289 - 1293
  • [24] Fuzzy model-based control: A practical approach
    Setnes, M.
    Sousa, J.M.
    Computational Intelligence and Applications, 1999, : 261 - 266
  • [25] Neuro-fuzzy model-based control
    Univ of Ljubljana, Ljubljana, Slovenia
    J Intell Rob Syst Theor Appl, 2-4 (249-265):
  • [26] Fuzzy model-based predictive temperature control
    Kozák, S
    Vassileva, S
    Kozáková, A
    ESS'98 - SIMULATION TECHNOLOGY: SCIENCE AND ART, 1998, : 313 - 317
  • [27] Fuzzy model-based control of complex plants
    Kiriakidis, K
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 1998, 6 (04) : 517 - 529
  • [28] A Control Strategy for the Optimal Efficiency of Induction Motor Based on Loss Model and Fuzzy Search
    Yu Zhengming
    Yan Wen-Jun
    Bao Zhejing
    PROCEEDINGS OF THE 29TH CHINESE CONTROL CONFERENCE, 2010, : 2493 - 2496
  • [29] Vector Control System of Induction Motor Based on Fuzzy Control Method
    Zhou HaoBin
    Long Bo
    Cao BingGang
    2008 WORKSHOP ON POWER ELECTRONICS AND INTELLIGENT TRANSPORTATION SYSTEM, PROCEEDINGS, 2008, : 136 - +
  • [30] A Simple and Robust Model-Based Loss Minimization Method for Direct Torque Control of Induction Motor
    Eftekhari, S. Rasul
    Davari, S. Alireza
    Naderi, Peyman
    Garcia, Cristian
    Rodriguez, Jose
    2019 10TH INTERNATIONAL CONFERENCE ON POWER ELECTRONICS AND ECCE ASIA (ICPE 2019 - ECCE ASIA), 2019,
12345