Title :
Decentralized Robust Fuzzy-Model-Based Control of Uncertain Large-Scale Systems with Input Delay
Author :
Chiang, Chiang-Cheng
Author_Institution :
Tatung Univ., Taipei
Abstract :
This paper deals with the stabilization problem of uncertain large-scale systems with input delay and the time-delay interconnections. Due to the information transmission between subsystems, time delays are often encountered in large-scale systems and lead to the source of system instability. First, the original nonlinear time-delay large-scale systems can be represented by the Takagi-Sugeno fuzzy model, which combines some simple local linear time-delay systems with their linguistic description. Then, a feasible and systematic design method is developed to synthesize the decentralized robust fuzzy-model-based controller. The adaptive fuzzy approach is proposed to approximate the upper bound of the uncertainties including the time-delay interconnections and the input delay. Based on the Lyapunov stability theorem, the proposed control scheme can guarantee the robust stability of the whole closed-loop system with input delay and time-delay interconnections. Finally, simulation results are given to demonstrate the validity of the proposed controller in this paper.
Keywords :
Lyapunov methods; adaptive control; closed loop systems; delays; fuzzy control; fuzzy set theory; fuzzy systems; interconnected systems; nonlinear control systems; robust control; Lyapunov stability theorem; Takagi-Sugeno fuzzy model; adaptive control; closed-loop system; decentralized robust fuzzy-model-based control; information transmission; linguistic description; nonlinear time-delay large-scale interconnected systems; stabilization problem; systematic design method; uncertain large-scale system; Control system synthesis; Control systems; Delay effects; Delay systems; Design methodology; Fuzzy systems; Large-scale systems; Robust control; Takagi-Sugeno model; Upper bound;
Conference_Titel :
Fuzzy Systems, 2006 IEEE International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-9488-7
DOI :
10.1109/FUZZY.2006.1681758