Simulation and optimization of electric machine based on SIMULINK and genetic algorithm

被引：0

作者：

Chen, Long ^{[1
]}

Li, Guoli ^{[1
,2
]}

Qi, Xing ^{[1
,3
]}

Wang, Qunjing ^{[2
,4
]}

机构：

[1] Anhui Univ, Sch Elect Engn & Automat, Hefei, Anhui, Peoples R China

[2] Anhui Univ, Natl Engn Lab Energy Saving Motor & Control Techn, Hefei, Anhui, Peoples R China

[3] Anhui Univ, Anhui Prov Lab Ind Energy Saving & Safety, Hefei, Anhui, Peoples R China

[4] Anhui Univ, Engn Res Ctr Power Quality, Minist Educ, Hefei, Anhui, Peoples R China

来源：

PROCEEDINGS OF THE 2017 12TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA) | 2017年

关键词：

Induction motor; Genetic algorithm; Vector control system;

D O I：

暂无

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 setting of PID parameters is an extremely important problem in the field of automatic control. In this paper, a genetic algorithm is illustrated using MATLAB and SIMULINK to improve the dynamic performance of vector control induction motor. Combining SIMULINK with genetic algorithm shows the correctness and effectiveness of the model of SIMULINK system simulation, and verifies that the performance of the system vector parameters of genetic algorithm optimization of the control system is better than that of the conventional controller.

引用

页码：834 / 837

页数：4

共 10 条

[1] Transient stability enhancement by fuzzy logic-controlled SMES considering coordination with optimal reclosing of circuit breakers [J].

Ali, Mohd. Hasan ;

Murata, Toshiaki ;

Tamura, Junji .

IEEE TRANSACTIONS ON POWER SYSTEMS, 2008, 23 (02) :631-640

[2] Genetic-Algorithm-Based Optimization Approach for Energy Management [J].

Arabali, A. ;

Ghofrani, M. ;

Etezadi-Amoli, M. ;

Fadali, M. S. ;

Baghzouz, Y. .

IEEE TRANSACTIONS ON POWER DELIVERY, 2013, 28 (01) :162-170

[3]

DeJong K.A, 1992, FDN GENETIC ALGORITH, V2, P5

[4] Reconfiguration and Capacitor Placement Simultaneously for Energy Loss Reduction Based on an Improved Reconfiguration Method [J].

Farahani, Vahid ;

Vahidi, Behrooz ;

Abyaneh, Hossein Askarian .

IEEE TRANSACTIONS ON POWER SYSTEMS, 2012, 27 (02) :587-595

[5]

Hua S., 2005, J NANTONG U, V4, P52

[6] Design of optimal disturbance rejection PID controllers using genetic algorithms [J].

Krohling, RA ;

Rey, JP .

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2001, 5 (01) :78-82

[7] Multilayer hybrid fuzzy neural networks: Synthesis via technologies of advanced computational intelligence [J].

Oh, SK ;

Pedrycz, W ;

Park, BJ .

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2006, 53 (03) :688-703

[8]

[田东平 Tian Dongping], 2006, [计算机工程与应用, Computer Engineering and Application], V42, P63

[9] Applying genetic algorithm for the development of the components-based embedded system [J].

Tseng, TL ;

Liang, WY ;

Huang, CC ;

Chian, TY .

COMPUTER STANDARDS & INTERFACES, 2005, 27 (06) :621-635

[10]

Xinghui F., 2010, J MECH ELECT ENG, V27, P103

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