MILP-based approaches for medium-term planning of single-stage continuous multiproduct plants with parallel units

MILP-based approaches for medium-term planning of single-stage continuous multiproduct plants with parallel units

0.00 Avg rating0 Votes
Article ID: iaor20106344
Volume: 7
Issue: 4
Start Page Number: 407
End Page Number: 435
Publication Date: Oct 2010
Journal: Computational Management Science
Authors: , ,
Keywords: programming: integer, programming: travelling salesman
Abstract:

In this paper, we address the problem of medium-term planning of single-stage continuous multiproduct plants with multiple processing units in parallel. Sequence-dependent changeover times and costs occur when switching from one type of product to another. A traveling salesman problem (TSP)-based mixed-integer linear programming (MILP) model is proposed based on a hybrid discrete/continuous time representation. We develop additional constraints and variables to ensure that subtours do not occur in the solution. The model is successfully applied to an example of a polymer processing plant to illustrate its applicability. In order to solve larger model instances and planning horizons, a rolling horizon approach is developed to reduce the computational expense. Finally, the proposed model is compared to a recently published approach through literature examples, and the results show that the computational performance of the proposed model is superior.

Reviews

Required fields are marked *. Your email address will not be published.