Title :
Batch production planning method based on the order characteristics for cold mill
Author :
Li Wang ; Xian-wen Gao ; Qi Wang
Author_Institution :
Sch. of Inf. Eng., Northeastern Univ., Shenyang, China
Abstract :
The cold rolling mill is the necessary process, in which the production planning of mill corresponds with one of the whole production flow. For solving the production scheduling problem of the whole process of cold rolling, according to the relation between the cold rolling mill and the whole production flow, the production planning of the mill is made. In this paper the problem is reduced to an asymmetric double traveling salesman problem with time windows and the multi-objective model and the multi-objective adaptive section researching ant colony algorithm are presented. Besides the constraints, such as the change in width and thick of entrance and exit, the continuous production is considered in the procedure for the solution and the relevant searching strategy is employed in the different computing stage. The simulation is conducted with the practical data from a cold rolling plant and the results indicate that the proposed method is effective.
Keywords :
ant colony optimisation; batch processing (industrial); cold rolling; production planning; rolling mills; travelling salesman problems; adaptive section researching ant colony algorithm; asymmetric double traveling salesman problem; batch production planning; cold rolling mill; order characteristic; time windows; Adaptation models; Computational modeling; Educational institutions; Electronics packaging; Production planning; Traveling salesman problems; cold rolling; continuous production; multi-objective ant colony optimization; production scheduling;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2014 11th World Congress on
DOI :
10.1109/WCICA.2014.7052996