DocumentCode :
741329
Title :
A Saturation-Based Tuning Method for Fuzzy PID Controller
Author :
Xiao-Gang Duan ; Hua Deng ; Han-Xiong Li
Author_Institution :
State Key Lab. of High-Performance Complex Manuf., Central South Univ., Changsha, China
Volume :
60
Issue :
11
fYear :
2013
Firstpage :
5177
Lastpage :
5185
Abstract :
In this paper, a saturation-based tuning method for fuzzy proportional-integral-derivative (PID) controller is proposed. The key feature is that this tuning method adopts an inherent saturation property resulting from finite rules in practical application. Based on the saturation, fuzzy PID controller can be expressed as a sliding-mode controller that has two nonlinear terms: One plays as an equivalent control, and the other acts as a switching control. A nominal tuning is first presented to design a stable equivalent control using gain margin and phase margin. Then, a robust tuning is presented to design the switching control by using maximum sensitivity function or compensation sensitivity function. The maximum bound of uncertainty is given by the robust analysis. Finally, this proposed tuning method is used to control a clamp rotation of a forging manipulator. The simulations and real-time experiments demonstrate the effectiveness of the proposed tuning method.
Keywords :
clamps; compensation; control system synthesis; forging; fuzzy control; manipulators; nonlinear control systems; real-time systems; robust control; sensitivity analysis; three-term control; time-varying systems; uncertain systems; variable structure systems; clamp rotation; compensation sensitivity function; equivalent control; forging manipulator; fuzzy PID controller; gain margin; inherent saturation property; maximum sensitivity function; nonlinear terms; phase margin; proportional-integral-derivative controller; real-time experiments; robust analysis; saturation-based tuning method; sliding mode controller; switching control; uncertainty; Equations; Mathematical model; Robustness; Sensitivity; Switches; Tuning; Fuzzy proportional–integral–derivative (PID) controller; saturation; tuning;
fLanguage :
English
Journal_Title :
Industrial Electronics, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0046
Type :
jour
DOI :
10.1109/TIE.2012.2222858
Filename :
6323017
Link To Document :
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