Off-line tuning of a PI speed controller for a permanent magnet brushless DC motor using DSP

被引：34

作者：

Demirtas, Metin ^{[1
]}

机构：

[1] Balikesir Univ, Elect & Elect Engn Dept, Balikesir, Turkey

来源：

ENERGY CONVERSION AND MANAGEMENT | 2011年 / 52卷 / 01期

关键词：

Genetic; Neural network; Brushless DC motor; Optimization; DSP; SYNCHRONOUS MOTOR; PARAMETERS;

D O I：

10.1016/j.enconman.2010.06.067

中图分类号：

O414.1 [热力学];

学科分类号：

摘要：

In this paper, a new method of tuning Proportional Integral (PI) coefficients for a permanent magnet brushless DC (PMBLDC) motor drives is proposed. Artificial neural network is used to identify the whole system using maximum overshoot and settling time obtained from the application circuit for different K-p-K-i pairs. Optimal values of PI controller coefficients are obtained using genetic algorithm. Motion Control Kit (MCK243) is used to carry out digital motion control applications. The MCK243 kit includes a power module and a three-phase brushless motor. TMS320F243 programs are used for PMBLDC motor speed control. Experimental results are given to show the validity of this method. (C) 2010 Published by Elsevier Ltd.

引用

页码：264 / 273

页数：10

共 19 条

[1]

[Anonymous], 2001, MXWIN243 US MAN

[2]

ASTROM KJ, 1992, AUTOMATICA, V28, P1, DOI 10.1016/0005-1098(92)90002-W

[3] Self-tuning PI Controller for Permanent Magnet Synchronous Motor Based on Iterative Learning Control [J].

Cao, Xianqing ;

Fan, Liping .

2008 INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION, VOL I, PROCEEDINGS, 2008, :756-760

[4]

Dimeo R, 1995, PROCEEDINGS OF THE 34TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-4, P737, DOI 10.1109/CDC.1995.479067

[5]

Du C.-Y., 2007, IEEE Computer Society, Proceedings of the Second International Conference on Innovative Computing, Information and Control, P255

[6] A neuro-fuzzy controller for speed control of a permanent magnet synchronous motor drive [J].

Elmas, Cetin ;

Ustun, Oguz ;

Sayan, Hasan H. .

EXPERT SYSTEMS WITH APPLICATIONS, 2008, 34 (01) :657-664

[7] Speed Anti-Windup PI strategies review for Field Oriented Control of Permanent Magnet Synchronous Machines [J].

Espina, Jordi ;

Arias, Antoni ;

Balcells, Josep ;

Ortega, Carlos .

CPE: 2009 COMPATIBILITY AND POWER ELECTRONICS, 2009, :279-285

[8] Artificial neural network based modeling of performance characteristics of deep well pumps with splitter blade [J].

Golcu, Mustafa .

ENERGY CONVERSION AND MANAGEMENT, 2006, 47 (18-19) :3333-3343

[9]

Haupt Randy L., 1998, PRACTICAL GENETIC AL

[10] Robust PID control design for permanent magnet synchronous motor: A genetic approach [J].

Jan, Rong-Maw ;

Tseng, Chung-Shi ;

Liu, Ren-Jun .

ELECTRIC POWER SYSTEMS RESEARCH, 2008, 78 (07) :1161-1168

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