A comparative performance evaluation of evolutionary algorithms for optimal design of three-phase induction motor

被引：0
|
作者：
Ranjan, Soumya [1 ]
Mishra, Sudhansu Kumar [1 ]
Behera, Subhendu Ku. [2 ]
机构：
[1] Birla Inst Technol, Dept Elect & Elect Engn, Ranchi, Bihar, India
[2] DRIEMS, Dept Elect &Commun Engn, Cuttack, Orissa, India
来源：
2013 FOURTH INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATIONS AND NETWORKING TECHNOLOGIES (ICCCNT) | 2013年
关键词：
MOEA; SOEA; Multiobjective optimization; induction motors; OPTIMIZATION;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The attribute of an induction motor vary with the number of parameters and the performance relationship between the parameters also is implicit. In this paper a multi-objective problem is considered in which three phase squirrel cage induction motor (SCIM) has been designed in such a way that the efficiency is maximized while power density to be minimized simultaneously keeping various constraints in mind. Three well-known single objective methods such as tabu search (TS), simulated annealing (SA) and Genetic algorithm (GA) for comparing Pareto solutions has also been applied. Performance comparison carried out in this paper by performing different numerical experiments. The result shows that NSGA-II outperforms other three for the considered test cases.
引用
收藏
页数：5
相关论文
共 50 条
  • [31] Three-phase induction motor fault identification using optimization algorithms and intelligent systems
    Guedes, Jacqueline Jordan
    Goedtel, Alessandro
    Castoldi, Marcelo Favoretto
    Sanches, Danilo Sipoli
    Serni, Paulo Jose Amaral
    Rezende, Agnes Fernanda Ferreira
    Bazan, Gustavo Henrique
    de Souza, Wesley Angelino
    SOFT COMPUTING, 2024, 28 (9-10) : 6709 - 6724
  • [32] Bio-inspired optimization algorithms for parameter determination of three-phase induction motor
    Sakthivel, V. P.
    Subramanian, S.
    COMPEL-THE INTERNATIONAL JOURNAL FOR COMPUTATION AND MATHEMATICS IN ELECTRICAL AND ELECTRONIC ENGINEERING, 2012, 31 (02) : 528 - 551
  • [33] Prediction of the voltage status of a three-phase induction motor using data mining algorithms
    Adekitan, Aderibigbe Israel
    Abdulkareem, Ademola
    SN APPLIED SCIENCES, 2019, 1 (12):
  • [34] Design, Simulate and Development of a Computer Controlled Three-Phase Inverter for Precise Speed Variation of a Three-Phase Induction Motor
    Huq, Aziz Ul.
    Bashar, Abul.
    Ahmed, Farruk
    JOURNAL OF COMPUTERS, 2013, 8 (05) : 1109 - 1118
  • [35] Prediction of the voltage status of a three-phase induction motor using data mining algorithms
    Aderibigbe Israel Adekitan
    Ademola Abdulkareem
    SN Applied Sciences, 2019, 1
  • [36] Evaluation of a reduced topology phase-converter operating a three-phase induction motor
    Cruise, RJ
    Landy, CF
    McCulloch, MD
    IEMDC'99 - IEEE INTERNATIONAL ELECTRIC MACHINES AND DRIVES CONFERENCE, PROCEEDINGS, 1999, : 466 - 468
  • [37] Optimum performance of a three-phase induction motor connected to a single-phase supply
    Mohammed, Ismail A., 1600, (25):
  • [38] Genetic Algorithm Based Design Optimization of a Three-Phase Multiflux Induction Motor
    Sivaraju, S. S.
    Ferreira, Fernando J. T. E.
    Devarajan, N.
    2012 XXTH INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES (ICEM), 2012, : 288 - 294
  • [39] Multiobjective Optimization of Three-Phase Induction Motor Design Based on Genetic Algorithm
    Chun, Yon-Do
    Han, Pil-Wan
    Choi, Jae-Hak
    Koo, Dae-Hyun
    ICEM: 2008 INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES, VOLS 1- 4, 2009, : 1061 - 1064
  • [40] Comparative Performance Analysis of PID and Fuzzy Logic Controllers for 150hp Three-Phase Induction Motor
    Sathishkumar, H.
    Parthasarathy, S. S.
    EMERGING RESEARCH IN ELECTRONICS, COMPUTER SCIENCE AND TECHNOLOGY, ICERECT 2018, 2019, 545 : 849 - 865
12345