Maintenance costs account for a significant share of operating expenses. Selecting the optimal maintenance strategy for … great potential in the field of Predictive Maintenance. In this thesis, a methodology to determine and compare the average … maintenance costs per cycle for Reactive, Preventive, and Predictive Maintenance, as well as a Reference Case is developed. This …

Predictive maintenance (PdM) is a data-driven maintenance strategy that aims to avoid unplanned downtimes by predicting … the remaining lifetime of maintenance objects. Thus, unnecessary replacements of spare parts and critical process … challenges related to digital readiness, data quality and accessibility, technological integration, and maintenance organization …

rolling stock rotation, deadhead routing, and maintenance scheduling. Two single-objective formulations are introduced to … urban rail RSRPP while jointly integrating deadhead routing and maintenance scheduling. The proposed approach proves to be …