Title :
Secondary Cooling Parameters Optimization in Continuous Casting Process Based on Ant Colony System Algorithm
Author_Institution :
Coll. of Inf. Sci. & Eng., Shenyang Ligong Univ., Shenyang, China
Abstract :
The secondary cooling has a considerable influence on cracks and other defects of the billets. The aim of this paper is to develop a optimization algorithm used for solving the optimal secondary cooling water flow rate under different casting speeds. For this purpose, an optimization algorithm based on ant colony system(ACS) algorithm was developed for solving an optimal control of secondary cooling water distribution according to certain metallurgical criteria and some technological constraints. The optimization method consists of the simulator of continuous casting process, ACS algorithm linked with aggregate cost function. The use of the developed optimization algorithm for determining optimal setting of cooling parameters demonstrate that better results can be attained in improving the surface temperature distribution.
Keywords :
casting; cooling; optimal control; optimisation; steel; ant colony system algorithm; continuous casting process; optimal control; optimal secondary cooling water flow rate; secondary cooling parameters optimization; ant colony system(ACS) algorithm; continuous casting; optimization; secondary cooling;
Conference_Titel :
Intelligent Networks and Intelligent Systems (ICINIS), 2010 3rd International Conference on
Conference_Location :
Shenyang
Print_ISBN :
978-1-4244-8548-2
Electronic_ISBN :
978-0-7695-4249-2
DOI :
10.1109/ICINIS.2010.19