Title :
Optimum Steelmaking Charge Plan with Unknown Charge Number Based on the Pseudo TSP Model
Author :
Xue, Yuncan ; Yang, Qiwen ; Zhao, Haibin
Author_Institution :
Coll. of Comput. & Inf. Eng., Hohai Univ., Changzhou
Abstract :
This paper presents a mathematical charge plan model of steelmaking-continuous casting (SCC) scheduling in the computer integrated manufacturing systems environment. Based on the analysis of the difficulty to solve the scheduling problem, a pseudo travel salesman problem model is presented to describe the scheduling model. By using this method, we can solve the optimum charge problem even without known the charge number, while other methods must know the charge number previously. To solve the problem, an improved particle swarm optimization with variant moving direction of the particle in every dimension is presented. The effect of the mutation rate is also discussed. Simulations have been carried and the results show that the pseudo travel salesman problem is very fit for describe the model. The computation with practical data shows that the model and the solving method are very effective
Keywords :
casting; computer integrated manufacturing; particle swarm optimisation; scheduling; steel industry; travelling salesman problems; computer integrated manufacturing systems; mutation rate; optimum steelmaking charge plan; particle swarm optimization; pseudo travel salesman problem model; steelmaking-continuous casting scheduling; Billets; Casting; Computer integrated manufacturing; Iron; Job shop scheduling; Metals industry; Optimal scheduling; Processor scheduling; Production; Steel;
Conference_Titel :
Decision and Control, 2006 45th IEEE Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
1-4244-0171-2
DOI :
10.1109/CDC.2006.377276