Data-Driven Model Predictive Control with Regression Trees - An Application to Building Energy Management.
Achin JainFrancesco SmarraMadhur BehlRahul MangharamPublished in: ACM Trans. Cyber Phys. Syst. (2018)
Keyphrases
- energy management
- regression trees
- model predictive control
- predictive control
- regression model
- power consumption
- control system
- random forests
- regression problems
- energy saving
- linear regression
- linear model
- decision trees
- power saving
- conditional random fields
- linear models
- smart home
- decision rules
- control scheme
- dynamic bayesian networks
- predictive model
- genetic programming
- evolutionary algorithm