Reinforcement Learning and Mixed-Integer Programming for Power Plant Scheduling in Low Carbon Systems: Comparison and Hybridisation.
Cormac O'MalleyPatrick de MarsLuis BadesaGoran StrbacPublished in: CoRR (2022)
Keyphrases
- mixed integer programming
- power plant
- reinforcement learning
- mixed integer
- scheduling problem
- management system
- production planning
- learning algorithm
- column generation
- lot sizing
- logistic regression
- neural network
- intelligent systems
- supply chain
- fault diagnosis
- optimal control
- upper bound
- state space
- np hard
- association rules
- lower bound