6533b7d9fe1ef96bd126bffe

RESEARCH PRODUCT

On the Use of Prognostics and Health Management to Jointly Schedule Production and Maintenance on a Single Multi-purpose Machine

Omar BougachaNoureddine ZerhouniChristophe Varnier

subject

ScheduleComputer scienceProcess (engineering)Ant colony optimization algorithmsCondition-based maintenanceGenetic algorithmPrognosticsProduction (economics)Reliability engineering

description

This paper address the problem of using prognostic information in the decision-making process of a single multi-purpose machine. The prognostics and health management method is compared to condition-based maintenance combined with a genetic algorithm to determine the joint schedule of maintenance and production. The paper presents a methodology to select the adequate strategy while considering several factors that influence the functioning of the machine. The results show that operational and conditions variability influence the choice of the suitable methods. In the presented case, we show configurations where prognostic information is useless or useful.

yearjournalcountryeditionlanguage
2020-05-012020 Prognostics and Health Management Conference (PHM-Besançon)
https://doi.org/10.1109/phm-besancon49106.2020.00030