18 citations · 57 across the 11 of their papers we have counts for
5 papers · 1 filter
Stability Analysis of Wholesale Electricity Markets under Dynamic Consumption Models and Real-Time Pricing
Datong P. Zhou, Mardavij Roozbehani, Munther A. Dahleh +1
This paper analyzes stability conditions for wholesale electricity markets under real-time retail pricing and realistic consumption models with memory, which explicitly take into a…
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…
Model Comparison of a Data-Driven and a Physical Model for Simulating HVAC Systems
Datong Zhou, Qie Hu, Claire J. Tomlin
Commercial buildings are responsible for a large fraction of energy consumption in developed countries, and therefore are targets of energy efficiency programs. Motivated by the la…