Feedback controller design for variable voltage variable speed induction motor drive via Ant Colony Optimization

被引:12
|
作者
Rajasekar, N. [1 ]
Sundaram, K. Mohana [2 ]
机构
[1] VIT Univ, Sch Elect Engn, Vellore 632014, Tamil Nadu, India
[2] RMK Engn Coll, Dept Elect & Elect Engn, Madras 601206, Tamil Nadu, India
关键词
PI-controller; Ant Colony; Optimization algorithm;
D O I
10.1016/j.asoc.2012.03.012
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper deals with the development of feed back controller design for a voltage controlled induction motor drive employing an enhanced optimization algorithm derived from the principles of foraging of natural ants. A linearized incremental model of a voltage controlled induction motor drive is shown to exhibit parameter variation at different operating points of the drive system. A PI-controller derived at a typical operating point using traditional methods does not give satisfactory performance for a wide bandwidth of load and reference speed changes. The newly developed Ant Colony Optimization technique enforces continuous exploration of the solution space and identifies optimal controller structure. The development of optimization algorithm and its application to feed back controller design for a variable voltage induction motor drive is well documented in this paper. Experimental and simulation results are presented to validate the efficacy of the optimized controller. (C) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:2132 / 2136
页数:5
相关论文
共 50 条
  • [1] Ant colony based feedback controller design for soft-starter fed induction motor drive
    Sundareswaran, K.
    Nayak, P. Srinivasarao
    APPLIED SOFT COMPUTING, 2012, 12 (05) : 1566 - 1573
  • [2] DTC Controller Variable Speed Drive of Induction Motor with Signal Processing Technique
    Hussien, Anas Ali
    Al Mashhadany, Yousif
    Gaeid, Khalaf S.
    Marie, Mehdi J.
    Mahdi, Salam Razooky
    Hameed, Saihood F.
    12TH INTERNATIONAL CONFERENCE ON THE DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2019), 2019, : 681 - 686
  • [3] Inverter faults in variable voltage variable frequency induction motor drive
    Mahmoud, Gamal
    Masoud, Mahmoud
    El-Arabawy, Ibrahim
    2007 COMPATIBILITY IN POWER ELECTRONICS, 2007, : 251 - 256
  • [4] Efficiency optimization of variable speed induction motor drive using online backpropagation
    Yatim, A. H. M.
    Utomo, W. M.
    FIRST INTERNATIONAL POWER & ENERGY CONFERENCE (PECON 2006), PROCEEDINGS, 2006, : 441 - 446
  • [5] Design of a variable speed drive with dynamic braking for induction motor for electric vehicles
    Cid, JMH
    Moreno, RAP
    VII IEEE INTERNATIONAL POWER ELECTRONICS CONGRESS, TECHNICAL PROCEEDINGS: CIEP 2000, 2000, : 211 - 214
  • [6] Dual heating of anaerobic digester substrate using variable speed drive and fractional order PID controller tuned with ant colony optimization
    Anand, Kundan
    Mittal, Alok Prakash
    Kumar, Bhavnesh
    BIOMASS CONVERSION AND BIOREFINERY, 2023, 14 (24) : 31107 - 31118
  • [7] Ant Colony Optimization - A Tool for online Tuning of a PI Controller for a three phase Induction Motor Drive
    Kour, Jasdeep
    Tiwari, Sheela
    2013 INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS AND EMBEDDED SYSTEMS (CARE-2013), 2013,
  • [8] Analysis and design of variable structure type fuzzy speed controller for field-oriented induction motor drive system
    Tan, Jingtao
    Fan, Zhun
    Qin, Yi
    Kongzhi Lilun Yu Yinyong/Control Theory and Applications, 2000, 17 (06): : 873 - 877
  • [9] Robust DSP-Based efficiency optimization of a variable speed induction motor drive
    Vukosavic, SN
    Levi, E
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2003, 50 (03) : 560 - 570
  • [10] Design and Simulation of a Traction Motor for Variable Speed Drive
    Liu, Huijuan
    Zhang, Yihuang
    Kang, Wei
    Xia, Zhengze
    ICEMS 2008: PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS, VOLS 1- 8, 2008, : 128 - +