Evolutionary algorithms for induction motor parameter determination

被引:43
作者
Nangsue, P [1 ]
Pillay, P [1 ]
Conry, SE [1 ]
机构
[1] Clarkson Univ, Dept ECE, Potsdam, NY 13699 USA
关键词
D O I
10.1109/60.790895
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper demonstrates the applicability of evolutionary algorithms to the problem of motor parameter determination. Motor parameter determination problems can range from high accuracy requirement for motor controlled drives to low accuracy requirements for system studies. The later problem is addressed here, using both the genetic algorithm and genetic programming. Comparative results are presented.
引用
收藏
页码:447 / 453
页数:7
相关论文
共 50 条
[41]   Adaptive Parameter Tuning of Evolutionary Computation Algorithms [J].
Choi, Kwok Pui ;
Lai, Tze Leung ;
Tong, Xin T. ;
Tsang, Ka Wai ;
Wong, Weng Kee ;
Zhang, Hongbao .
STATISTICS IN BIOSCIENCES, 2025,
[42]   Evolutionary Algorithms for Parameter Estimation of Metabolic Systems [J].
Lebedik, Anastasia Slustikova ;
Zelinka, Ivan .
Advances in Intelligent Systems and Computing, 2013, 210 :201-209
[43]   FOC-based Speed Control Algorithms of Induction Motor Drive with System Parameter Mismatch [J].
Talla, Jakub ;
Kosan, Tomas ;
Blahnik, Vojtech .
PROCEEDINGS OF THE 2018 18TH INTERNATIONAL CONFERENCE ON MECHATRONICS - MECHATRONIKA (ME), 2018, :235-242
[44]   Motor parameter variation in vector controlled induction motor [J].
Rafajlovski, G ;
Nikoloski, L .
MELECON '98 - 9TH MEDITERRANEAN ELECTROTECHNICAL CONFERENCE, VOLS 1 AND 2, 1998, :1057-1061
[45]   INDUCTION MOTOR PARAMETER ESTIMATION FROM MANUFACTURER DATA USING GENETIC ALGORITHMS AND HEURISTIC RELATIONSHIPS [J].
Lima, Sandro C. ;
Wengerkievicz, Carlos A. C. ;
Batistela, Nelson J. ;
Sadowski, Nelson ;
da Silva, Pedro A., Jr. ;
Beltrame, Anderson Y. .
2017 XIV BRAZILIAN POWER ELECTRONICS CONFERENCE (COBEP), 2017,
[46]   Induction Motor Stator Fault Detection by a Condition Monitoring Scheme Based on Parameter Estimation Algorithms [J].
Duan, Fang ;
Zivanovic, Rastko .
ELECTRIC POWER COMPONENTS AND SYSTEMS, 2016, 44 (10) :1138-1148
[47]   Comparing Parameter Tuning Methods for Evolutionary Algorithms [J].
Smit, S. K. ;
Eiben, A. E. .
2009 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-5, 2009, :399-406
[48]   Correction to: Investigating the parameter space of evolutionary algorithms [J].
Moshe Sipper ;
Weixuan Fu ;
Karuna Ahuja ;
Jason H. Moore .
BioData Mining, 12
[49]   Parameter tuning for configuring and analyzing evolutionary algorithms [J].
Eiben, A. E. ;
Smit, S. K. .
SWARM AND EVOLUTIONARY COMPUTATION, 2011, 1 (01) :19-31
[50]   Tuning of Multiple Parameter Sets in Evolutionary Algorithms [J].
Andersson, Martin ;
Bandaru, Sunith ;
Ng, Amos H. C. .
GECCO'16: PROCEEDINGS OF THE 2016 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 2016, :533-540