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Multi-week MILP scheduling for an ice cream processing facility.

Authors :
Wari, Ezra
Zhu, Weihang
Source :
Computers & Chemical Engineering. Nov2016, Vol. 94, p141-156. 16p.
Publication Year :
2016

Abstract

This paper presents a multi-week mixed integer linear programming (MILP) scheduling model for an ice cream processing facility. The ice cream processing is a typical complex food manufacturing process and a simplified version of this processing has been adapted to investigate scheduling problems in the literature. Most of these models only considered the production scheduling for a week. In this paper, multi-week production scheduling is considered. The problem has been implemented as an MILP model. The model has been tested on a set of cases from the literature, and its results were compared to the results of problems solved using hybrid MILP-heuristics methods in the literature. The inclusion of clean-up session, weekend break and semi-processed product from previous week were also assessed with two additional sets of experiments. The experiments result show that the proposed MILP is able to handle multi-week scheduling efficiently and effectively within a reasonable time limit. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00981354
Volume :
94
Database :
Academic Search Index
Journal :
Computers & Chemical Engineering
Publication Type :
Academic Journal
Accession number :
118402157
Full Text :
https://doi.org/10.1016/j.compchemeng.2016.07.025