Uncertainty-aware Flexibility Envelope Prediction in Buildings with Controller-agnostic Battery Models.
Paul ScharnhorstBaptiste SchubnelRafael E. CarrilloPierre-Jean AletColin N. JonesPublished in: CoRR (2022)
Keyphrases
- prediction model
- neural network
- machine learning
- model selection
- prior knowledge
- control system
- predictive model
- autoregressive
- statistical models
- multiple linear regression
- predictive modeling
- computational models
- closed loop
- complex systems
- regression model
- parameter estimation
- probabilistic model
- mobile robot
- expert systems