Title :
A heuristic approach to synchronize production and transportation planning in a mineral water industry
Author :
Yueru Zhong ; Chengbin Chu ; Jemai, Zied
Author_Institution :
Lab. Genie Industriel, Ecole Centrale Paris, Châtenay-Malabry, France
Abstract :
Planning problems arise in different circumstances with a set of parameters, decision variables and constraints, particularly capacity constraints. Synchronizing production plan and transportation plan at item level in medium-short term, however, has received little attention in the prior literature. This paper aims at solving a production planning problem that depends not only on internal process and forecast data, but also on subsequent transportation planning. For a multi-product industrial case over a finite planning horizon, an adapted model is established and an improvement-based heuristic is proposed to find a near-optimal solution in a reasonable amount of computation time, with the data from a French mineral water company. The results are compared against those of Cplex to solve an MIP model and those of a combined heuristic-Cplex procedure. The comparison demonstrates that the proposed heuristic algorithm works efficiently.
Keywords :
goods distribution; integer programming; production planning; transportation; water supply; French mineral water company; MIP model; combined heuristic-Cplex procedure; finite planning horizon; heuristic algorithm; mineral water industry; mixed integer programs; multiproduct industrial case; near-optimal solution; production planning problem; production synchronization; transportation planning; Companies; Minerals; Planning; Production planning; Resource management; Transportation;
Conference_Titel :
Networking, Sensing and Control (ICNSC), 2013 10th IEEE International Conference on
Conference_Location :
Evry
Print_ISBN :
978-1-4673-5198-0
Electronic_ISBN :
978-1-4673-5199-7
DOI :
10.1109/ICNSC.2013.6548854