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