DocumentCode
303356
Title
Self-learning fuzzy neural networks for control of the arc welding process
Author
Chen, S.B. ; Wu, L. ; Wang, Q.L.
Author_Institution
Sch. of Mater. Sci. & Eng., Harbin Inst. of Technol., China
Volume
2
fYear
1996
fDate
3-6 Jun 1996
Firstpage
1209
Abstract
This paper presents a self-learning fuzzy neural control scheme for a complicated object-an arc welding process. In this scheme, an analytical formula of fuzzy controller is used for adaptively regulating the fuzzy rules, and a neural network model is used for real-time learning dynamics of the uncertain process. The scheme has been used in control of welding pool dynamics of the arc welding process, and experiment results show the effectiveness of the control scheme
Keywords
fuzzy neural nets; arc welding; fuzzy neural control; fuzzy neural networks; neural network model; real-time system; self-learning; welding pool dynamics; Control systems; Error correction; Fuzzy control; Fuzzy logic; Fuzzy neural networks; Fuzzy systems; Neural networks; Proportional control; Size control; Welding;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1996., IEEE International Conference on
Conference_Location
Washington, DC
Print_ISBN
0-7803-3210-5
Type
conf
DOI
10.1109/ICNN.1996.549070
Filename
549070
Link To Document