Accuracy of HVAC Load Predictions: Validation of EnergyPlus and DOE-2 using FLEXLAB Measurements. 2020..
Advanced Lighting Controls in New and Existing Buildings. Berkeley, CA: Lawrence Berkeley National Laboratory, 2016..
April Burn-in Testing Report for Genentech B35, South San Francisco Campus. 2015. LBNL-2001116..
Assessment of Automated Measurement and Verification (M&V) Methods. Berkeley: LBNL, 2015. LBNL-187225..
"Beyond Widgets – Systems Incentive Programs for Utilities." ACEEE (2016). LBNL-1006195..
"Beyond Widgets: Validated Systems Energy Savings and Utility Custom Incentive Program Systems Trends." 2018 Summer Study on Energy Efficiency in Buildings. 2018..
"Blind to Blinds: Opening Our Eyes to Savings from New Automated Shading Systems." ACEEE Summer Study in Buildings 2020. 2020..
"Building fault detection and diagnostics: Achieved savings, and methods to evaluate algorithm performance." Building and Environment 168 (2020) 106505..
"Building fault detection data to aid diagnostic algorithm creation and performance testing." Nature: Scientific Data Vol.7 No.65 (2020)..
California Publicly‐Owned Utilities (POUs) – LBNL ‘Beyond Widgets’ Project Task‐ambient lighting and occupancy‐based plug load control System Program Manual . 2017. LBNL-2001130..
Characterization and Survey of Automated Fault Detection and Diagnostics Tools. Berkeley, CA: Lawrence Berkeley National Laboratory, 2017. LBNL-2001075..
ComEd – LBNL ‘Beyond Widgets’ Project Automated Shading Integrated with Lighting and HVAC Controls System Program Manual. 2018. LBNL-2001132..
"Curation of Ground-Truth Validated Benchmarking Datasets for Fault Detection & Diagnostics Tools." 2020 ACEEE Summer Study. 2020..
"CyDER - A Co-Simulation Platform for Grid Analysis and Planning for High Penetration of Distributed Energy Resources." 2018 IEEE Power & Energy Society General Meeting (PESGM)2018 IEEE Power & Energy Society General Meeting (PESGM). Portland, OR: IEEE, 2018..
CyDER: A Cyber Physical Co-simulation Platform for Distributed Energy Resources in Smartgrids. 2019..
"CyDER – an FMI-based co-simulation platform for distributed energy resources." Journal of Building Performance Simulation 12.5 (2018) 566 - 579..
"Deep Reinforcement Learning in Buildings: Implicit Assumptions and their Impact." RLEM'20: Proceedings of the 1st International Workshop on Reinforcement Learning for Energy Management in Buildings & Cities. 2020..
"Developing and Evaluating Metrics for Demand Flexibility in Buildings: Comparing Simulations and Field Data." ACEEE Summer Study. 2020..
Developing Flexible, Networked Lighting Control Systems That Reliably Save Energy in California Buildings. California Energy Commission, 2020..
Development of Diagnostic and M&V Agents, and Implementation in an Occupied Office Environment. Berkeley: Lawrence Berkeley National Laboratory, 2015. LBNL-6973E..
Energy Cost Savings of Systems-Based Building Retrofits: A Study of Three Integrated Lighting Systems in Comparison with Component Based Retrofits. 2018..
Energy Efficiency and the Real Estate Lifecycle: Stakeholder Perspectives. 2019. LBNL 2001214..
"Energy Efficiency Package for Tenant Fit-Out:Laboratory Testing and Validation of Energy Savingsand Indoor Environmental Quality." Energies (2020)..
Energy-Efficient and Comfortable Buildings through Multivariate Integrated Control (ECoMIC). Andover, MA: Philips Electronics North America Corporation, 2013..