Building Technology and Urban Systems Division
"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. .
Developing Flexible, Networked Lighting Control Systems That Reliably Save Energy in California Buildings. California Energy Commission, 2020. .
High-Performance Integrated Window and Façade Solutions for California. Sacramento: California Energy Commission, 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. .
Energy Efficiency and the Real Estate Lifecycle: Stakeholder Perspectives. 2019. LBNL 2001214. .
"Integrating physics-based models with sensor data: An inverse modeling approach." Building and Environment 154 (2019) 23 - 31. .
"Validation of an inverse model of zone air heat balance." Building and Environment 161 (2019) 106232. .
"Beyond Widgets: Validated Systems Energy Savings and Utility Custom Incentive Program Systems Trends." 2018 Summer Study on Energy Efficiency in Buildings. 2018. .
"Experimentally-determined characteristics of radiant systems for office buildings." Applied Energy 221 (2018) 41 - 54. .