DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning.
Xianyuan ZhanHaoran XuYue ZhangYusen HuoXiangyu ZhuHonglei YinYu ZhengPublished in: CoRR (2021)
Keyphrases
- power generation
- generating units
- reinforcement learning
- power plant
- unit commitment
- power system
- economic dispatch
- electric power
- stochastic programming
- optimization algorithm
- markov decision processes
- preventive maintenance
- optimization problems
- optimal policy
- short term
- electricity markets
- combinatorial optimization
- neural network
- state space
- multi objective
- multi agent
- decision support system
- computational intelligence
- load forecasting
- artificial neural networks
- machine learning