Deep learning based simulators for the phosphorus removal process control in wastewater treatment via deep reinforcement learning algorithms.
Esmaeel MohammadiMikkel Stokholm-BjerregaardAviaja Anna HansenPer Halkjær NielsenDaniel Ortiz ArroyoPetar DurdevicPublished in: Eng. Appl. Artif. Intell. (2024)
Keyphrases
- deep learning
- process control
- reinforcement learning algorithms
- wastewater treatment
- reinforcement learning
- dissolved oxygen
- model free
- control system
- unsupervised feature learning
- state space
- markov decision processes
- unsupervised learning
- analytical model
- machine learning
- function approximation
- temporal difference
- deep architectures
- fuzzy control
- learning algorithm
- mental models
- reward function
- higher order
- pattern recognition