Model-Free Load Frequency Control of Nonlinear Power Systems Based on Deep Reinforcement Learning.
Xiaodi ChenMeng ZhangZhengguang WuLigang WuXiaohong GuanPublished in: IEEE Trans. Ind. Informatics (2024)
Keyphrases
- model free
- power system
- reinforcement learning
- active power
- reactive power
- electrical power
- load forecasting
- power system stabilizer
- reinforcement learning algorithms
- function approximation
- voltage stability
- impedance control
- temporal difference
- power grid
- transmission line
- policy iteration
- computational intelligence
- optimal control
- short term
- policy evaluation
- control policy
- smart grid
- action selection
- control strategies
- adaptive control
- economic dispatch
- state space
- control system
- machine learning
- data mining
- power generation
- optimal policy
- rl algorithms
- power supply
- multi agent
- learning algorithm
- operating conditions
- markov decision processes
- electric vehicles
- long term
- operating point
- electric power systems