BTUS Decision Science and Tools
, , , and . "Inferring occupant counts from Wi-Fi data in buildings through machine learning." Building and Environment 158 (2019) 281–294.
, , , , and . "The Squeaky wheel: Machine learning for anomaly detection in subjective thermal comfort votes." Building and Environment 151 (2019) 219–227.
, , , , and . "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.
, and . Air Management in Small Data Centers. 2016.
, , , , and . "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.
, , and . "Buildings.Occupants: a Modelica package for modelling occupant behaviour in buildings." Journal of Building Performance Simulation (2018) 1–12.
, , and . "Occupancy prediction through machine learning and data fusion of environmental sensing and Wi-Fi sensing in buildings." Automation in Construction 94 (2018) 233–243.
, , and . "A critical review on questionnaire surveys in the field of energy-related occupant behaviour." Energy Efficiency (2018) 1–21.
, and . "Changing Institutional Procurement Behavior to Achieve Energy Savings." 2018 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA, 2018.
, , and . "The United States Federal Energy Management Program lighting energy efficiency 2017 update and impacts." Applied Energy 233-234 (2018) 99–104.
, , , , , , , , , and . "The BayREN Integrated Commercial Retrofits (BRICR) Project: An Introduction and Preliminary Results." 2018 Summer Study on Energy Efficiency in Buildings 2018.
, , , and . "Modeling City Building Stock for Large Scale Energy Efficiency Improvements Using CityBES." 2018 Summer Study on Energy Efficiency in Buildings 2018.
, , and . Opportunities for Electricity Demand Management in Irrigated Agriculture. Berkeley: Lawrence Berkeley National Laboratory, 2018.
, and . ISO 50001 for US Commercial Buildings – Current Status and Opportunities. Berkeley: Lawrence Berkeley National Laboratory, 2018.
, , and . "Modeling occupancy distribution in large spaces with multi-feature classification algorithm." Building and Environment 137 (2018).
, , and . "A thermodynamic analysis of a novel bidirectional district heating and cooling network." Energy 144 (2018) 20–30.
, , and . "Improving the accuracy of energy baseline models for commercial buildings with occupancy data." Applied Energy (2016).
, , and . "Occupancy data analytics and prediction: a case study." 2016.