Title :
Artificial neural networks for the presetting of a steel temper mill
Author :
Pican, Nicolas ; Alexandre, Frederic ; Bresson, Patrick
Author_Institution :
CRIN-INRIA, Vandoeuvre, France
fDate :
2/1/1996 12:00:00 AM
Abstract :
Studies about presetting temper mills have traditionally used mathematical tools. But artificial neural networks can help solve the problem of modeling complex functions in high-dimensional spaces. On-line implementation of an ANN at a temper mill plant has led to a hybrid model that mixes symbolic and connectionist modules
Keywords :
industrial control; neural nets; steel industry; steel manufacture; artificial neural networks; complex functions; connectionist modules; high-dimensional spaces; on-line implementation; presetting; steel temper mill; symbolic modules; Artificial intelligence; Artificial neural networks; Industrial control; Intelligent networks; Manufacturing industries; Metal product industries; Milling machines; Neural networks; Steel; Transfer functions;
Journal_Title :
IEEE Expert
