Application of Adaptable Neural Networks for Rolling Force Set-Up in Optimization of Rolling Schedules

摘要

This paper presents two optimization procedures-single and multi objective optimization for 1370mm tandem cold rolling schedules, in which back propagation (BP) neural network is adopted to predict the rolling force instead of traditional models. Analysis and comparison with existing schedules are offered. The results show that the proposed schedules are more promising.