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Data-Driven Model Predictive Control with Regression Trees - An Application to Building Energy Management.
Achin Jain
Francesco Smarra
Madhur Behl
Rahul Mangharam
Published in:
ACM Trans. Cyber Phys. Syst. (2018)
Keyphrases
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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