Publications by Research Area
Publications: Decision Science
"Continuously Improving Energy and Water Management." ASHRAE Journal (2020). .
"Beyond Curtailment and Efficiency: Identifying Household Energy- and Water-Saving Measure Classes." ACEEE Summer Study. 2020. .
"Messaging for Impact: Behavioral Science-Based Communication Strategies to Advance Energy Efficiency." ACEEE 2020 Summer Study on Energy Efficiency in Buildings. 2020. .
"An assessment of the load modifying potential of model predictive controlled dynamic facades within the California context." Energy and Buildings 210 (2020) 109762. .
"Evaluation of the Need for and Design of a City Energy Operations System." Proceedings of the 1st ACM International Workshop on Urban Building Energy Sensing, Controls, Big Data Analysis, and Visualization - UrbSys'19. New York, New York, USA: ACM Press, 2019. .
"Inferring occupant counts from Wi-Fi data in buildings through machine learning." Building and Environment 158 (2019) 281 - 294. .
"The Squeaky wheel: Machine learning for anomaly detection in subjective thermal comfort votes." Building and Environment 151 (2019) 219 - 227. .
"A Framework for Privacy-Preserving Data Publishing with Enhanced Utility for Cyber-Physical Systems." ACM Transactions on Sensor Networks 14.3-4 (2018) 1 - 22. .
"Occupancy prediction through machine learning and data fusion of environmental sensing and Wi-Fi sensing in buildings." Automation in Construction 94 (2018) 233 - 243. .
"The United States Federal Energy Management Program lighting energy efficiency 2017 update and impacts." Applied Energy 233-234 (2018) 99 - 104. .
"Accelerating the Uptake of ISO 50001 in Commercial Buildings: Two Early Adopters Utilizing an “Enterprise-wide” Approach to Save Energy and Beyond." 2018 ACEEE Summer Study on Energy Efficiency in Buildings 2018. .
"Changing Institutional Procurement Behavior to Achieve Energy Savings." 2018 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA, 2018. LBNL-2001182. .
"A critical review on questionnaire surveys in the field of energy-related occupant behaviour." Energy Efficiency (2018) 1-21. .
Opportunities for Electricity Demand Management in Irrigated Agriculture. Berkeley: Lawrence Berkeley National Laboratory, 2018. .
ISO 50001 for US Commercial Buildings – Current Status and Opportunities. Berkeley: Lawrence Berkeley National Laboratory, 2018. LBNL-2001129. .
"A thermodynamic analysis of a novel bidirectional district heating and cooling network." Energy 144 (2018) 20 - 30. .
Building Innovation: A Guide For High-Performance Energy Efficient Buildings In India. 2018. LBNL-2001147. .
"Modeling occupancy distribution in large spaces with multi-feature classification algorithm." Building and Environment 137 (2018). .