Datong Paul Zhou
Datong Paul Zhou
Verified email at berkeley.edu - Homepage
Title
Cited by
Cited by
Year
Residential demand response targeting using machine learning with observational data
D Zhou, M Balandat, C Tomlin
2016 IEEE 55th Conference on Decision and Control (CDC), 6663-6668, 2016
292016
Budget-constrained multi-armed bandits with multiple plays
DP Zhou, CJ Tomlin
arXiv preprint arXiv:1711.05928, 2017
212017
Building model identification during regular operation-empirical results and challenges
Q Hu, F Oldewurtel, M Balandat, E Vrettos, D Zhou, CJ Tomlin
2016 American Control Conference (ACC), 605-610, 2016
202016
Quantitative comparison of data-driven and physics-based models for commercial building HVAC systems
DP Zhou, Q Hu, CJ Tomlin
2017 American Control Conference (ACC), 2900-2906, 2017
192017
A bayesian perspective on residential demand response using smart meter data
D Zhou, M Balandat, C Tomlin
2016 54th Annual Allerton Conference on Communication, Control, and …, 2016
172016
Model comparison of a data-driven and a physical model for simulating HVAC systems
D Zhou, Q Hu, CJ Tomlin
arXiv preprint arXiv:1603.05951, 2016
112016
Stability analysis of wholesale electricity markets under dynamic consumption models and real-time pricing
DP Zhou, M Roozbehani, MA Dahleh, CJ Tomlin
2017 American Control Conference (ACC), 2048-2053, 2017
72017
Eliciting private user information for residential demand response
DP Zhou, M Balandat, MA Dahleh, CJ Tomlin
2017 IEEE 56th Annual Conference on Decision and Control (CDC), 189-195, 2017
62017
Estimating treatment effects of a residential demand response program using non-experimental data
DP Zhou, M Balandat, CJ Tomlin
2017 IEEE International Conference on Data Mining Workshops (ICDMW), 95-102, 2017
62017
How peer effects influence energy consumption
DP Zhou, M Roozbehani, MA Dahleh, CJ Tomlin
2017 IEEE 56th Annual Conference on Decision and Control (CDC), 3871-3876, 2017
52017
Hedging strategies for load-serving entities in wholesale electricity markets
DP Zhou, MA Dahleh, CJ Tomlin
2017 IEEE 56th Annual Conference on Decision and Control (CDC), 196-201, 2017
42017
Estimation and Targeting of Residential Households for Hour-Ahead Demand Response Interventions–A Case Study in California
DP Zhou, M Balandat, CJ Tomlin
2018 IEEE Conference on Control Technology and Applications (CCTA), 18-23, 2018
22018
Experimental Evaluation of Residential Demand Response in California,””
D Zhou, M Balandat, C Tomlin
12018
Estimating Heterogeneous Treatment Effects in Residential Demand Response
DP Zhou, M Balandat, CJ Tomlin
arXiv preprint arXiv:1710.03190, 2017
2017
Incentive Design in Human-in-the-Loop Cyber-Physical Systems: A Case Study on Demand Response in California
DP Zhou, M Balandat, CJ Tomlin
CoRR, 2017
2017
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