Low-Dimensional Space- and Time-Coupled Power System Control Policies Driven by High-Dimensional Ensemble Weather Forecasts.
Joseph WarringtonDaniel DrewJohn LygerosPublished in: IEEE Control. Syst. Lett. (2018)
Keyphrases
- low dimensional
- power system
- high dimensional
- control policies
- dimensionality reduction
- weather forecasts
- weather forecast
- feature space
- principal component analysis
- optimal power flow
- computational intelligence
- data points
- embedding space
- neural network
- transmission line
- power generation
- control policy
- reactive power
- voltage stability
- feature selection
- weather data
- action space
- real time
- markov decision processes
- learning algorithm
- optimal policy
- reinforcement learning
- control system