ThermalNet: A deep reinforcement learning-based combustion optimization system for coal-fired boiler.
Yin ChengYuexin HuangBo PangWeidong ZhangPublished in: Eng. Appl. Artif. Intell. (2018)
Keyphrases
- coal fired
- power plant
- reinforcement learning
- fault diagnosis
- high pressure
- soft computing
- global optimization
- optimization algorithm
- learning algorithm
- state space
- decision support system
- machine learning
- function approximation
- expert systems
- optimization problems
- computational intelligence
- learning process
- optimization process
- power generation
- genetic algorithm
- power system
- markov decision processes
- data warehouse
- historical data
- knowledge base
- model free
- temporal difference
- stochastic programming
- real time