Post-prognostics demand management, production, spare parts and maintenance planning for a single-machine system using Reinforcement Learning.
Kevin WesendrupBernd HellingrathPublished in: Comput. Ind. Eng. (2023)
Keyphrases
- single machine
- spare parts
- inventory management
- reinforcement learning
- production scheduling
- scheduling problem
- processing times
- production planning
- dynamic programming
- supply chain
- production cost
- optimization model
- service level
- total cost
- supply chain management
- state space
- single machine scheduling problem
- decision making
- integer programming
- high availability
- production system
- vehicle routing
- lead time
- inventory level
- markov decision processes
- np hard