[HTML][HTML] Deep reinforcement learning for optimal planning of assembly line maintenance

M Geurtsen, I Adan, Z Atan - Journal of Manufacturing Systems, 2023 - Elsevier
Discovering the optimal maintenance planning strategy can have a substantial impact on
production efficiency, yet this aspect is often overlooked in favor of production planning. This …

Maintenance Planning with Deterioration by a Reinforcement Learning Approach-A Semiconductor Simulation Study

C Leenen, M Geurtsen, I Adan… - 2024 Winter Simulation …, 2024 - ieeexplore.ieee.org
Manufacturing companies are often faced with deteriorating production systems, which can
greatly impact their overall performance. Scheduling the preventive maintenance activities …