Title :
Cold rolling force prediction for copper strip based on applications of GA and BPNN
Author :
Qu, Xiao ; Cai, Wei Jian ; Liu, Xi Lin
Author_Institution :
Sch. of Autom. & Electr. Eng., Zhejiang Univ. of Sci. & Technol., Hangzhou, China
Abstract :
This paper focus on the cold rolling force prediction for copper strip based on BPNN and Genetic Algorithm. Analysis and comparison with the precision based on Bland-Ford formula, the results show that the new rolling force prediction had higher accuracy.
Keywords :
backpropagation; cold rolling; copper; genetic algorithms; neural nets; production engineering computing; BPNN; Bland-Ford formula; GA; cold rolling force prediction; copper strip; genetic algorithm; Copper; Electrical engineering; Force; Genetic algorithms; Mathematical model; Steel; Strips; BPNN; Cold rolling force; Copper strip; Genetic Algorithm;
Conference_Titel :
Mechanic Automation and Control Engineering (MACE), 2011 Second International Conference on
Conference_Location :
Hohhot
Print_ISBN :
978-1-4244-9436-1
DOI :
10.1109/MACE.2011.5988091
