Accuracy of HVAC Load Predictions: Validation of EnergyPlus and DOE-2 using FLEXLAB Measurements. 2020..
"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)..
"Curation of Ground-Truth Validated Benchmarking Datasets for Fault Detection & Diagnostics Tools." 2020 ACEEE Summer Study. 2020..
"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..
"Energy Efficiency Package for Tenant Fit-Out:Laboratory Testing and Validation of Energy Savingsand Indoor Environmental Quality." Energies (2020)..
High-Performance Integrated Window and Façade Solutions for California. Sacramento: California Energy Commission, 2020..
"HIL-validation of an Extremum Seeking-based Controller for Advanced DER Management." 2020 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT)2020 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT). Washington, DC, USA: IEEE, 2020..
"Laboratory Validation of Integrated Lighting Systems Retrofit Performance and Energy Savings." Energies (2020)..
Leading in Los Angeles: Demonstrating scalable emerging energy efficient technologies for integrated façade, lighting, and plug loads INTER System FLEXLAB Test Report. 2020. LBNL-2001337..
Measured Performance of Over the Range Microwave Range Hoods. Berkeley: Lawrence Berkeley National Laboratory, 2020. LBNL-2001351..
"Package deals for deep savings: Scaling deep retrofits in commercial buildings with integrated systems packages." ACEEE. 2020..
Photovoltaic and Behind-the-Meter Battery Storage: Advanced Smart Inverter Controls and Field Demonstration. 2020..
"System Retrofits in Efficiency Programs: Track Record and Outlook." ACEEE Summer Study. 2020..
"ZNE for All! Enabling Zero Net Energy Retrofits for Small Commercial Offices." ACEEE Summer Study. 2020..
CyDER: A Cyber Physical Co-simulation Platform for Distributed Energy Resources in Smartgrids. 2019..
Developing Flexible, Networked Lighting Control Systems That Reliably Save Energy in California Buildings. California Energy Commission, 2019..
Energy Efficiency and the Real Estate Lifecycle: Stakeholder Perspectives. 2019. LBNL 2001214..
"A Hybrid Approach for Short-Term PV Power Forecasting in Predictive Control Applications." 2019 IEEE Milan PowerTech. Milan, Italy: IEEE, 2019..
"Integrating physics-based models with sensor data: An inverse modeling approach." Building and Environment 154 (2019) 23 - 31..
"Open µPMU Event Dataset: Detection and Characterization at LBNL Campus." 2019 IEEE Power & Energy Society General Meeting (PESGM). Atlanta, GA, USA: IEEE, 2019..