DocumentCode :
3069631
Title :
Fuzzy Sliding Mode Controller with Gain Auto-tuning for Un-symmetric Input Temperature Control System
Author :
Huang, Shiuh-Jer ; Chen, Hung-Yi ; Wang, Chen-Chuan
Author_Institution :
Nat. Taipei Univ. of Technol., Taipei
Volume :
2
fYear :
2006
fDate :
8-11 Oct. 2006
Firstpage :
1004
Lastpage :
1009
Abstract :
The temperature control system has nonlinear time-varying, slow response, time-delay and un-symmetric control input dynamic characteristics. It is difficult to accurately estimate the dynamic model and design a general purpose temperature controller for achieving good control performance. Here a model-free intelligent fuzzy sliding mode control strategy is employed to design a temperature controller with gain-scheduling scheme or auto gain-tuning algorithm for a heating input only closed chamber. The concept of gain scheduling is employed to adjust the mapping ranges of the input and output variables of fuzzy membership functions during the control process for improving the transient and steady-state control performances. The experimental results show that the steady state error of the step input response is always less than 0.2 C without overshoot by using this control schemes.
Keywords :
delays; fuzzy control; intelligent control; nonlinear control systems; temperature control; time-varying systems; variable structure systems; auto gain-tuning algorithm; fuzzy membership functions; gain-scheduling scheme; model-free intelligent fuzzy sliding mode control strategy; nonlinear time-varying control; steady-state control; temperature 0.2 C; time-delay control; unsymmetric input temperature control system; Algorithm design and analysis; Control systems; Fuzzy control; Fuzzy systems; Nonlinear control systems; Nonlinear dynamical systems; Sliding mode control; Steady-state; Temperature control; Time varying systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
1-4244-0099-6
Electronic_ISBN :
1-4244-0100-3
Type :
conf
DOI :
10.1109/ICSMC.2006.384531
Filename :
4273979
Link To Document :
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