Short-term production scheduling with non-triangular sequence-dependent setup times and shifting production bottlenecks

Abstract

A novel mathematical model is introduced that allows solving real-life scheduling problems in complex multi-stage machine environment with (i) non-triangular sequence-dependent setup times and (ii) shifting production bottlenecks, both of which are important aspects appearing in varying manufacturing industries. The primary goal is to minimise the tardiness of customer orders, which may consist of multiple production orders each in turn composed of several batches. A secondary objective is to maximise the production capacity utilization as measured by the makespan. The model is elaborated for general animal-feed plants which have to deal with the particular production scheduling problem on a daily basis. Dispatching rules are introduced to enhance the optimization progress. Numerical experiments show that optimising the model leads to schedules that meet the due dates. Moreover, by reducing the mean idle time of production lines with 35.6%, the optimization leads to a makespan reduction of 6.5% on average compared to real-life applied schedules.

Keywords:

• scheduling
• production scheduling
• non-triangular sequence-dependent setup times
• shifting production bottlenecks
• animal-feed industry

Disclosure statement

No potential conflict of interest was reported by the authors.

Additional information

Funding

This work is funded by a public-private partnership between CWI and ENGIE Services.