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: CoRR (2024)
Keyphrases
- deep learning
- process control
- reinforcement learning algorithms
- wastewater treatment
- reinforcement learning
- state space
- dissolved oxygen
- unsupervised feature learning
- model free
- analytical model
- markov decision processes
- control system
- unsupervised learning
- machine learning
- temporal difference
- fuzzy control
- deep architectures
- function approximation
- reward function
- learning algorithm
- mental models
- weakly supervised
- dynamic environments
- fuzzy controller
- feature extraction
- decision making