DocumentCode :
507019
Title :
Application of Dynamic Programming Method in CARD Based on Fuzzy Self-Adaptive Control
Author :
Wang Jianguo ; Li Rui ; Lv Lihua ; Ren Sulong
Author_Institution :
Sch. of Autom. Eng., Northeast Dianli Univ., Jilin, China
Volume :
4
fYear :
2009
fDate :
14-16 Aug. 2009
Firstpage :
248
Lastpage :
252
Abstract :
Concerning the virtual working situation of a steel mill, an arithmetic theory based on fuzzy self-adaptation is proposed to the computer-aided pass design (CARD) system, which transforms the multi-objective functions under the identical constraints to a single target function, and uses the variable step-size dynamic programming algorithm to carry out the optimization of the pass rolls. The results of the actual application indicated that the quality of various rolling regulations designed by this CARD system is higher than the original site regulations obviously, the total energy consumption of rolling various wire rods production has been reduced from 1% to 5%, and the tensility between rolls reduced by 10%, which implements continuous rolling with micro tensility under the load balance.
Keywords :
CAD; adaptive control; dynamic programming; fuzzy control; production engineering computing; rolling; CARD; computer-aided pass design system; fuzzy self-adaptive control; multiobjective functions; total energy consumption; variable step-size dynamic programming algorithm; wire rods production; Algorithm design and analysis; Application software; Constraint theory; Digital arithmetic; Dynamic programming; Fuzzy control; Fuzzy systems; Heuristic algorithms; Milling machines; Steel; CARD; dynamic programming method; fuzzy multi-objective; self-adaptive;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-0-7695-3735-1
Type :
conf
DOI :
10.1109/FSKD.2009.324
Filename :
5359146
Link To Document :
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