activity
20192026
most citedCondition-Based Production for Stochastically Deteriorating Systems: Optimal Policies and Learning

3 citations · 4 across the 6 of their papers we have counts for

collaborators

6 papers

math.OC2026

Risk or Replace: Efficient Asymptotics for Data-Driven Maintenance

Poulad Moradi, Joachim Arts, Melvin Drent +1

Condition-based maintenance (CBM) is an approach that plans interventions for deteriorating systems according to their observed operational state. CBM reduces unplanned downtime an…

math.OC2024

Maintenance Optimization for Asset Networks with Unknown Degradation Parameters

Peter Verleijsdonk, Collin Drent, Stella Kapodistria +1

We consider the key practical challenge of multi-asset maintenance optimization in settings where degradation parameters are heterogeneous and unknown, and must be inferred from de…

math.PR2023

Dedicated maintenance and repair shop control for spare parts networks

Chaaben Kouki, Melvin Drent, Collin Drent +1

We study a repairable inventory system dedicated to a single component that is critical in operating a capital good. The system consists of a stock point containing spare component…

cs.LG2023

Optimal data pooling for shared learning in maintenance operations

Collin Drent, Melvin Drent, Geert-Jan van Houtum

We study optimal data pooling for shared learning in two common maintenance operations: condition-based maintenance and spare parts management. We consider a set of systems subject…

math.OC2023★ 3 cited

Condition-Based Production for Stochastically Deteriorating Systems: Optimal Policies and Learning

Collin Drent, Melvin Drent, Joachim Arts

Production systems deteriorate stochastically due to usage and may eventually break down, resulting in high maintenance costs at scheduled maintenance moments. This deterioration b…

math.OC2019★ 1 cited

Condition based maintenance policies under imperfect maintenance at scheduled and unscheduled opportunities

C. Drent, S. Kapodistria, J. A. C. Resing

Motivated by the cost savings that can be obtained by sharing resources in a network context, we consider a stylized, yet representative model, for the coordination of maintenance…