Title :
A multi-objective optimization method and application to stacker-reclaimer job
Author :
Jinni, Zhou ; Qianyi, Zhong ; Yan, Cai ; Min, Wu
Author_Institution :
Sch. of Inf. Sci. & Eng., Central South Univ., Changsha, China
Abstract :
For the stacker-reclaimer job optimization problem of sinter material plant in iron and steel enterprises, this paper establishes a multi-objective optimization model for stacker-reclaimer job according to the production planning and locations of stacker-reclaimers and stockpiles, and then proposes an optimization method based on analytic hierachy process(AHP) and linear programming(LP), so as to achieve the goals of the shortest walking path and the maximum utilization of the stacker-reclaimer. Firstly, using AHP method to determine the weights of the various targets in order to change multi-objective optimization problem into single-objective optimization problem; Secondly, using LP method to solve the optimization model. This method has been applied to a stacker-reclaimer job control system in a 360m2 sintering material plant of an iron and steel enterprise, and the practical result shows that this method can effectively improve the stacker-reclaimer´s job efficiency, reduce the operation waste and decrease the maintenance costs of stacker-reclaimer.
Keywords :
analytic hierarchy process; iron; linear programming; production planning; sintering; stacking; steel industry; AHP method; LP method; analytic hierachy process; iron enterprises; linear programming; maximum utilization; multiobjective optimization method; production locations; production planning; shortest walking path; single-objective optimization problem; sinter material plant; stacker-reclaimer job control system; stacker-reclaimer job optimization problem; steel enterprises; stockpiles; Educational institutions; Electronic mail; Iron; Materials; Optimization methods; Steel; Analytic Hierachy Process; Job Optimization; Linear Programming; Sinter Material Plant; Stacker-Reclaimer;
Conference_Titel :
Control Conference (CCC), 2012 31st Chinese
Conference_Location :
Hefei
Print_ISBN :
978-1-4673-2581-3