$H_{\infty} $ Fuzzy Control Synthesis for a Large-Scale System With a Reduced Number of LMIs

作者: Wei Chang , Wen-June Wang

DOI: 10.1109/TFUZZ.2014.2347995

关键词:

摘要: This paper introduces an $H_\infty$ fuzzy control synthesis method for a nonlinear large-scale system with reduced number of linear matrix inequalities (LMIs). It is well known that can be transformed to Takagi–Sugeno (T–S) by using “sector nonlinearity” or “local approximation in partition spaces” methods. Next, order achieve the design this T–S system, we solve stabilization conditions are represented LMIs. However, if LMIs large, process may become very complicated. In study, based on Lyapunov and S -procedure, several theorems proposed parallel distributed compensation (PDC)-type such achieves performance, solved explicitly. As result, will much easier. Furthermore, modeling error between exists, robust performance reduction also achieved theorem. Several examples presented show effect effectiveness controller synthesis.

参考文章(25)
Arkadi Nemirovski, Pascal Gahinet, Lmi Control Toolbox For Use With Matlab ,(2014)
Hongxing Li, Puyin Liu, Fuzzy Neural Network Theory and Application ,(2004)
Wen-June Wang, Wei-Wei Lin, PDC synthesis for T-S fuzzy large-scale systems systems, man and cybernetics. ,vol. 5, pp. 4956- 4961 ,(2003) , 10.1109/ICSMC.2003.1245768
H. K. Lam, Shun-Hung Tsai, Stability Analysis of Polynomial-Fuzzy-Model-Based Control Systems With Mismatched Premise Membership Functions IEEE Transactions on Fuzzy Systems. ,vol. 22, pp. 223- 229 ,(2014) , 10.1109/TFUZZ.2013.2243735
Wei Chang, Wen-June Wang, H∞ fuzzy controller synthesis for large‐scale systems with non‐linear interconnections and disturbance Iet Control Theory and Applications. ,vol. 8, pp. 1256- 1269 ,(2014) , 10.1049/IET-CTA.2014.0119
C.W. Chen, W.L. Chiang, F.H. Hsiao, Stability analysis of T-S fuzzy models for nonlinear multiple time-delay interconnected systems Mathematics and Computers in Simulation. ,vol. 66, pp. 523- 537 ,(2004) , 10.1016/J.MATCOM.2004.04.001
H. K. Lam, Hongyi Li, Christian Deters, E. L. Secco, Helge A. Wurdemann, Kaspar Althoefer, Control Design for Interval Type-2 Fuzzy Systems Under Imperfect Premise Matching IEEE Transactions on Industrial Electronics. ,vol. 61, pp. 956- 968 ,(2014) , 10.1109/TIE.2013.2253064
Hongbin Zhang, Juebang Yu, LMI-based stability analysis of fuzzy large-scale systems with time delays Chaos, Solitons & Fractals. ,vol. 25, pp. 1193- 1207 ,(2005) , 10.1016/J.CHAOS.2004.11.065