Robust fuzzy control of a magnetic bearing system subject to harmonic disturbances

被引:95
作者
Hong, SK [1 ]
Langari, R
机构
[1] Agcy Def Dev, Aircraft Dev Div, Taejon 305600, South Korea
[2] Texas A&M Univ, Dept Mech Engn, College Stn, TX 77843 USA
关键词
fuzzy control; harmonic disturbance; magnetic bearing; robustness; rotating machine;
D O I
10.1109/87.826808
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes a robust fuzzy logic-based control scheme for a rotating active magnetic bearing (AMB) system. We represent the nonlinear magnetic bearing by means of a Takagi-Sugeno-Kang (TSK) fuzzy model. Subsequently a systematic synthesis procedure is used to derive a nonlinear fuzzy logic control strategy that overcomes the inherent characteristics of displacement sensitivity and position-dependent nonlinearity of AMB. Experimentation and simulation results demonstrate that the proposed fuzzy controller yields robustness against harmonic disturbances and parameter uncertainties.
引用
收藏
页码:366 / 371
页数:6
相关论文
共 13 条
[1]  
Franklin G., 1994, Feedback Control of Dynamic Systems
[2]  
FUJITA M, 1993, IEEE CONTR SYST MAG, V13, P273
[3]  
Goodwin G C., 1984, ADAPTIVE FILTERING P
[4]   Fuzzy modeling and control of a nonlinear magnetic bearing system [J].
Hong, SK ;
Langari, R ;
Joh, J .
PROCEEDINGS OF THE 1997 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS, 1997, :213-218
[5]  
HONG SK, 1997, P N AM FUZZ INF PROC, P90
[6]  
JOHNSON CD, 1980, J INTERDIS MODEL SIM, V3, P273
[7]   FUZZY-LOGIC IN CONTROL-SYSTEMS - FUZZY-LOGIC CONTROLLER .1. [J].
LEE, CC .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1990, 20 (02) :404-418
[8]   PRACTICAL LIMITS TO THE PERFORMANCE OF MAGNETIC BEARINGS - PEAK FORCE, SLEW RATE, AND DISPLACEMENT SENSITIVITY [J].
MASLEN, E ;
HERMANN, P ;
SCOTT, M ;
HUMPHRIS, RR .
JOURNAL OF TRIBOLOGY-TRANSACTIONS OF THE ASME, 1989, 111 (02) :331-336
[9]   SYSTEM MODELING AND CONTROL DESIGN OF A HORIZONTAL-SHAFT MAGNETIC-BEARING SYSTEM [J].
MATSUMURA, F ;
YOSHIMOTO, T .
IEEE TRANSACTIONS ON MAGNETICS, 1986, 22 (03) :196-203
[10]  
NEVADA B, 1992, TRANSDUCER SYSTEMS, pT33