Title :
Study on scheduling model and algorithm for inventory control of cold rolling line
Author :
Zhao, Jun ; Wang, Wei ; Lou, Fangjie ; Zhan, Zili ; Liu, Na
Author_Institution :
Sch. of Control Sci. & Eng., Dalian Univ. of Technol., Dalian, China
Abstract :
Considering the characteristics of cold rolling line, which is with a large number of product categories and complex production flow, the continuity of whole cold rolling line is mainly considered to establish an optimal scheduling model in this study on the basis of maintaining the order due time and the inventory control. A heuristic algorithm for solving the proposed scheduling model is designed, which adopts a reasonable combination between Tabu search and simulated annealing algorithm. For verifying the proposed model and its corresponding hybrid algorithm, the practical production data coming from Shanghai Baosteel Co. Ltd., China have been employed to implement the simulations. And the experiments results show that the proposed model and algorithm obtains remarkable effectiveness.
Keywords :
cold rolling; production control; scheduling; search problems; simulated annealing; stock control; Shanghai Baosteel Co. Ltd; Tabu search; cold rolling line; complex production flow; heuristic algorithm; hybrid algorithm; inventory control; optimal scheduling model; production data; simulated annealing algorithm; Algorithm design and analysis; Coils; Job shop scheduling; Manufacturing; Mathematical model; Optimal scheduling; Cold rolling line; Heuristics; Inventory control; Production scheduling;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2011 9th World Congress on
Conference_Location :
Taipei
Print_ISBN :
978-1-61284-698-9
DOI :
10.1109/WCICA.2011.5970712