Neural network inverse control of two-motor synchronous system

被引：0

作者：

Liu Guohai ^{[1
]}

Kang Mi ^{[1
]}

You Detong ^{[1
]}

Zhang Hao ^{[1
]}

Shen Yue ^{[1
]}

Wang Fuliang ^{[1
]}

机构：

[1] Jiangsu Univ, Sch Elect & Informat Engn, Jiangsu 212013, Zhenjiang, Peoples R China

来源：

PROCEEDINGS OF THE 24TH CHINESE CONTROL CONFERENCE, VOLS 1 AND 2 | 2005年

关键词：

neural networks; two-motor; inverse system; decoupling control;

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：

As the mathematic model of the system is in multi-variable, strong coupling and nonlinear, a new algorithm of ANN inverse is presented for decoupling control between speed and the strip tension of the Two-motor synchronous system. Considering the induction motor and the inverter as a whole controlled object, this paper gives the mathematic model of Two-motor synchronous system and its inverse model. The construction of ANN inverse is independent of the motor model and parameters. Cascading the ANN inverse with the two-motor system. the performances are testified by experiment result.

引用

页码：1429 / 1433

页数：5

共 5 条

[1] MIMO system invertibility and decoupling control strategies based on ANN αth-order inversion [J].

Dai, X ;

He, D ;

Zhang, X ;

Zhang, T .

IEE PROCEEDINGS-CONTROL THEORY AND APPLICATIONS, 2001, 148 (02) :125-136

[2] A robust load-sharing control scheme for parallel-connected multisystems [J].

Hur, N ;

Nam, K .

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2000, 47 (04) :871-879

[3] Multiple-page-mapping backpropagation neural network for constant tension control [J].

Luo, FL .

IEE PROCEEDINGS-ELECTRIC POWER APPLICATIONS, 1998, 145 (03) :239-245

[4] Optimal control system for hot strip finishing mill [J].

Okada, M ;

Murayama, K ;

Urano, A ;

Iwasaki, Y ;

Kawano, A ;

Shiomi, H .

CONTROL ENGINEERING PRACTICE, 1998, 6 (08) :1029-1034

[5] A new tension controller for continuous strip processing line [J].

Song, SH ;

Sul, SK .

IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2000, 36 (02) :633-639

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