Title :
Arc welding fuzzy control using neural net supervisor
Author :
Bigand, André ; Messaadi, Katib
Author_Institution :
Littoral Univ., Calais, France
Abstract :
The traditional automatic voltage controller for arc welding is limited for robust and optimal welding. An adaptive fuzzy controller for real-time welding control has been developed, to replace the controller when parameters of the plant are varying. Robustness and design of this adaptive fuzzy controller is described. An automatic rule generation using feedforward neural network technique is defined
Keywords :
arc welding; adaptive fuzzy controller; arc welding; automatic rule generation; backpropagation; feedforward neural network; intelligent manufacturing systems; neural net supervisor; real-time control; Adaptive control; Automatic control; Automatic voltage control; Feedforward neural networks; Fuzzy control; Neural networks; Optimal control; Programmable control; Robust control; Welding;
Conference_Titel :
Fuzzy Systems, 1996., Proceedings of the Fifth IEEE International Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
0-7803-3645-3
DOI :
10.1109/FUZZY.1996.552740
