Optimum Speed Using Evolutionary Algorithms for Induction Motor Drive

被引：0

作者：

Douiri, Moulay Rachid ^{[1
]}

Cherkaoui, Mohamed ^{[1
]}

机构：

[1] Mohammadia Sch Engineers, Dept Elect Engn, Rabat, Morocco

来源：

TRENDS IN INTELLIGENT ROBOTICS, AUTOMATION, AND MANUFACTURING | 2012年 / 330卷

关键词：

genetic algorithm; PI controller; indirect field oriented control; induction motor;

D O I：

暂无

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

This paper proposes a new systematic procedure to design an adaptive proportional-integral (PI) controller using genetic algorithms. The optimization process reduces the effort of tuning the parameters of a learning and adaptive PI controller and ensures global optimization of these parameters. The simulation results of the newly developed control algorithms applied to induction motor control system. The results show enhanced control performance with high adaptation and learning capabilities.

引用

页码：340 / +

页数：3

共 50 条

[21] Performance Evaluation of a Sensorless Induction Motor Drive at Very Low and Zero Speed Using a MRAS Speed Observer
Gadoue, Shady M.
Giaouris, Damian
Finch, John W.
IEEE REGION 10 COLLOQUIUM AND THIRD INTERNATIONAL CONFERENCE ON INDUSTRIAL AND INFORMATION SYSTEMS, VOLS 1 AND 2, 2008, : 441 - 446
[22] Parallel Estimation of Rotor Resistance and Speed for Sensorless Vector Controlled Induction Motor Drive
Diab, Ahmed A. Zaki
Khaled, Ahmed
Elwany, Mahmoud A.
Hassaneen, Barakat M.
2016 17TH INTERNATIONAL CONFERENCE OF YOUNG SPECIALISTS ON MICRO/NANOTECHNOLOGIES AND ELECTRON DEVICES (EDM), 2016, : 389 - 394
[23] Modified speed sensorless indirect field-oriented control of induction motor drive
Beddiaf, Yassine
Zidani, Fatiha
Chrifi-Alaoui, Larbi
Drid, Said
INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2016, 25 (04) : 273 - 286
[24] Recurrent Self-Tuning Neuro-Fuzzy for Speed Induction Motor Drive
Douiri, Moulay Rachid
Belghazi, Ouissam
Cherkaoui, Mohamed
JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2015, 24 (09)
[25] A FUZZY-BASED SPEED CONTROLLER FOR IMPROVEMENT OF INDUCTION MOTOR'S DRIVE PERFORMANCE
Asgharpour-Alamdari, H.
Alinejad-Beromi, Y.
Yaghobi, H.
IRANIAN JOURNAL OF FUZZY SYSTEMS, 2016, 13 (02): : 61 - 70
[26] Induction motor drive using fuzzy logic
Javadi, Shahram
PROCEEDINGS OF THE 7TH WSEAS INTERNATIONAL CONFERENCE ON SYSTEMS THEORY AND SCIENTIFIC COMPUTATION (ISTACS'07), 2007, : 266 - +
[27] Modelling and simulation of direct torque controlled induction motor drive using slip speed control
Kumar, Vinay T.
Rao, Srinivasa S.
International Journal of Modelling and Simulation, 2013, 33 (02) : 109 - 116
[28] An Experimental Fault Analysis and Speed Control of an Induction Motor using Motor Solver
Sengamalai, Usha
Chinnamuthu, Subramani
JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2017, 12 (02) : 761 - 768
[29] Robust speed control of induction motor drive for electric traction application
Usha, S.
Geetha, A.
Thentral, T. M. Thamizh
Boopathi, C. S.
INTERNATIONAL JOURNAL OF HEAVY VEHICLE SYSTEMS, 2023, 30 (01) : 50 - 70
[30] A VSS speed controller with model reference response for induction motor drive
Liaw, CM
Lin, YM
Chao, KH
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2001, 48 (06) : 1136 - 1147

← 1 2 3 4 5 →