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
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