Reinforcement learning for online adaptation of model predictive controllers: Application to a selective catalytic reduction unit.
Elijah HedrickKatherine HedrickDebangsu BhattacharyyaStephen E. ZitneyBenjamin P. OmellPublished in: Comput. Chem. Eng. (2022)
Keyphrases
- reinforcement learning
- computational model
- real time
- simulation model
- probabilistic model
- mathematical model
- adaptation process
- formal model
- theoretical analysis
- online learning
- cost function
- e learning
- rough sets
- theoretical framework
- probability distribution
- statistical model
- markov decision processes
- conceptual model
- prediction model
- decision making