The Design of Fractional Order PIαDβ Controller Based on Neural Network

被引：0

作者：

Li, Wen ^{[1
]}

Nie, Bing ^{[1
]}

Huang, Ming ^{[1
]}

机构：

[1] Dalian Jiaotong Univ, Software Inst, Dalian, Peoples R China

来源：

PROCEEDINGS OF THE 2010 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND SCIENTIFIC MANAGEMENT, VOLS 1-2 | 2010年

关键词：

fractional order controller; neural network; control algorithm; VIBRATION SUPPRESSION; DISTURBANCE OBSERVER;

D O I：

暂无

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

A fractional order controller based neural network is proposed, the design method and control algorithm of the controller are discussed. Because introducing neural network, parameters or coefficients of the controller can be adjusted automatically. Control experiments also show that the construct method of the controller and learning algorithm are available to control more complex system.

引用

页码：333 / 336

页数：4

共 8 条

[1]

[Anonymous], 1999, FRACTIONAL DIFFERENT

[2] Fractional order disturbance observer for robust vibration suppression [J].

Chen, YQ ;

Vinagre, BM ;

Podlubny, I .

NONLINEAR DYNAMICS, 2004, 38 (1-4) :355-367

[3]

DY X, 2007, CONTROL THEORY APPL, V24, P771

[4]

LARINAJAFI H, 1989, IEEE INT C SYST MAN, V1, P218

[5] Vibration suppression using single neuron-based PI fuzzy controller and fractional-order disturbance observer [J].

Li, Wen ;

Hori, Yoichi .

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2007, 54 (01) :117-126

[6] An algorithm for extracting fuzzy rules based on RBF neural network [J].

Li, Wen ;

Hori, Yoichi .

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2006, 53 (04) :1269-1276

[7]

PETRAS I, 2002, ACTA MONTAN SLOVACA, V7, P271

[8] Fractional-order systems and PI-λ-D-μ-controllers [J].

Podlubny, I .

IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1999, 44 (01) :208-214

← 1 →