Vulnerability Assessment of Deep Reinforcement Learning Models for Power System Topology Optimization.
Yan ZhengZiming YanKangjie ChenJianwen SunYan XuYang LiuPublished in: IEEE Trans. Smart Grid (2021)
Keyphrases
- power system
- learning models
- power flow
- loss function
- learning tasks
- machine learning
- computational intelligence
- machine learning algorithms
- voltage stability
- power generation
- classification models
- semi supervised learning
- learning algorithm
- learning problems
- reinforcement learning
- transmission line
- optimization problems
- conditional random fields
- reactive power
- optimization algorithm
- optimal power flow
- active power
- power system stabilizer
- artificial intelligence
- data mining
- ieee bus
- active learning
- optimization method
- pairwise
- artificial neural networks
- information extraction
- probabilistic model