Simulation study finds that an MPC controller prioritizing indoor temperature tracking consumes less heating energy than one minimizing quadratic heating power while both maintain comfort constraints over six days.
Bünning et al., ‘Physics-informed linear regression is competitive with two Machine Learning methods in residential building MPC’, Applied Energy , vol
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Reducing Building Heat Demand Through Intelligent Control: A Comparative Simulation Study
Simulation study finds that an MPC controller prioritizing indoor temperature tracking consumes less heating energy than one minimizing quadratic heating power while both maintain comfort constraints over six days.