SOMA applied to optimum work roll profile selection in the hot rolling of wide steel

Nolle, L. and Zelinka, I., 2003. SOMA applied to optimum work roll profile selection in the hot rolling of wide steel. In: D. Al-Dabass, ed., Proceedings of the 17th European Simulation Multiconference. UNSPECIFIED, pp. 53-58. ISBN 3936150257

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Abstract

The quality of steel strip produced in a wide strip rolling mill depends heavily on the careful selection of initial ground work roll profiles for each of the mill stands in the finishing train. In the past, these profiles were determined by human experts, based on their knowledge and experience. In this research, a self-organising migration algorithm (SOMA), a heuristic optimisation algorithm, has been used to find optimum profiles for a simulated rolling mill. The resulting strip quality produced using the profiles found by the optimisation algorithm and the quality produced using the original specifications are compared. The best set of profiles found by SOMA clearly outperformed the original set

Item Type:	Chapter in book
Creators:	Nolle, L. and Zelinka, I.
Date:	2003
ISBN:	3936150257
Divisions:	Schools > School of Science and Technology
Record created by:	EPrints Services
Date Added:	09 Oct 2015 10:32
Last Modified:	19 Oct 2015 14:56
URI:	https://irep.ntu.ac.uk/id/eprint/14473

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