Deep Reinforcement Learning based Solution Approach for Unit Commitment under Demand and Wind Power Uncertainty.
Akshay AjagekarFengqi YouPublished in: ACC (2022)
Keyphrases
- unit commitment
- electricity markets
- power generation
- wind power
- reinforcement learning
- stochastic programming
- power system
- electric power
- production cost
- short term
- software agents
- robust optimization
- mixed integer programming
- wind speed
- artificial neural networks
- case study
- integer programming
- life cycle
- load forecasting
- markov decision processes
- fault diagnosis
- fuzzy logic