DocumentCode :
1262339
Title :
Design of a robust fuzzy controller for the arc stability of CO2 welding process using the Taguchi method
Author :
Kim, Dongcheol ; Rhee, Sehun
Author_Institution :
Res. Inst. of Ind. Sci. & Technol., Pohang, South Korea
Volume :
32
Issue :
2
fYear :
2002
fDate :
4/1/2002 12:00:00 AM
Firstpage :
157
Lastpage :
162
Abstract :
CO2 welding is a complex process. Weld quality is dependent on arc stability and minimizing the effects of disturbances or changes in the operating condition commonly occurring during the welding process. In order to minimize these effects, a controller can be used. In this study, a fuzzy controller was used in order to stabilize the arc during CO2 welding. The input variable of the controller was the Mita index. This index estimates quantitatively the arc stability that is influenced by many welding process parameters. Because the welding process is complex, a mathematical model of the Mita index was difficult to derive. Therefore, the parameter settings of the fuzzy controller were determined by performing actual control experiments without using a mathematical model of the controlled process. The solution, the Taguchi method was used to determine the optimal control parameter settings of the fuzzy controller to make the control performance robust and insensitive to the changes in the operating conditions
Keywords :
Taguchi methods; fuzzy control; optimal control; welding; CO2; CO2 welding process; Mita index; Taguchi method; arc stability; control performance; fuzzy controller; optimal control parameter settings; Circuit stability; Fuzzy control; Fuzzy sets; Mathematical model; Optimal control; Robust control; Robust stability; Technical Activities Guide -TAG; Voltage; Welding;
fLanguage :
English
Journal_Title :
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
Publisher :
ieee
ISSN :
1083-4419
Type :
jour
DOI :
10.1109/3477.990872
Filename :
990872
Link To Document :
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