355 citations · 744 across the 12 of their papers we have counts for
3 papers · 1 filter
A Bayesian Perspective on Residential Demand Response Using Smart Meter Data
Datong Zhou, Maximilian Balandat, Claire Tomlin
The widespread deployment of Advanced Metering Infrastructure has made granular data of residential electricity consumption available on a large scale. Smart meters enable a two wa…
Residential Demand Response Targeting Using Machine Learning with Observational Data
Datong Zhou, Maximilian Balandat, Claire Tomlin
The large scale deployment of Advanced Metering Infrastructure among residential energy customers has served as a boon for energy systems research relying on granular consumption d…
Building Model Identification during Regular Operation - Empirical Results and Challenges
Qie Hu, Frauke Oldewurtel, Maximilian Balandat +3
The inter-temporal consumption flexibility of commercial buildings can be harnessed to improve the energy efficiency of buildings, or to provide ancillary service to the power grid…