Optimal scheduling of batch industrial facilities

Optimal scheduling of batch industrial facilities

0.00 Avg rating0 Votes
Article ID: iaor20051315
Country: United Kingdom
Volume: 55
Issue: 2
Start Page Number: 116
End Page Number: 122
Publication Date: Feb 2004
Journal: Journal of the Operational Research Society
Authors: ,
Keywords: production, programming: integer
Abstract:

An increasing interest in batch processing has been evident in recent years. This renewed interest is explained by the inherent flexibility of such plants that permits a high level of response to uncertain market conditions and requirements. This level of response does not require the use of efficient tools to help the decision-making process at the design and operational level. This paper presents a Mixed Integer Linear Program (MILP) model to optimise the scheduling of batch facilities subject to changeovers and distribution constraints so as to guarantee a pre-defined objective. Such an objective can be defined as the minimum orders' total lateness or the maximum distribution units loading capacity, among others. A continuous-time representation is used as well as the concept of job predecessor and successor to effectively handle changeovers. Facilities have non-identical parallel units/lines, sequence-dependent orders, finite release times for units and orders, restrictions on the suitability of jobs to lines/units and different possible destinations to available distribution units are also considered. Based on these characteristics the proposed model is able to determine the optimal allocation of jobs to production lines/units, the sequence of jobs on every line/unit and the starting and completion production times of each order. Also, the usage and allocation of the distribution resources (eg trucks) to orders and destinations are obtained based on their availability and suitability to the orders. The model led to the development of a prototype information system that can be used as a tool to help the decision-making process at the operational plant level. Finally, the applicability of the proposed system/formulation is shown through the resolution of an industrial real case where the production of polymers is performed.

Reviews

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 Your email address will not be published.