Publications
] . Accuracy of HVAC Load Predictions: Validation of EnergyPlus and DOE-2 using FLEXLAB Measurements. 2020. 
PDF (10.21 MB)
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PDF (10.21 MB). "Aerial 3D Building Reconstruction from RGB Drone Imagery." SPIE Geospatial Informatics X. 2020. PDF (5.8 MB)
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PDF (5.8 MB). "All you need to know about model predictive control for buildings." Annual Reviews in Control (2020).
. "All you need to know about model predictive control for buildings." Annual Reviews in Control (2020).
. "Building Commissioning Costs and Savings Across Three Decades and 1,500 North American Buildings." Energy and Buildings 227.110408 (2020). PDF (1.31 MB)
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PDF (1.31 MB). "Building fault detection and diagnostics: Achieved savings, and methods to evaluate algorithm performance." Building and Environment 168 (2020) 106505. PDF (3.7 MB)
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PDF (3.7 MB). "Building thermal load prediction through shallow machine learning and deep learning." Applied Energy 263 (2020) 114683. PDF (3.54 MB)
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PDF (3.54 MB). The California Demand Response Potential Study, Phase 3: Final Report on the Shift Resource through 2030. 2020. PDF (6.93 MB)
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PDF (6.93 MB). "A Community Energy Operations and Planning System: Concept, Use cases, Metrics, and Benefits." 2020. PDF (1.32 MB)
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PDF (1.32 MB). A Conceptual Framework to Describe Energy Efficiency and Demand Response Interactions. 2020. Report PDF (1.88 MB)
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Report PDF (1.88 MB). "Contextualising adaptive comfort behaviour within low-income housing of Mumbai, India." Building and Environment 177 (2020) 106877. PDF (4.38 MB)
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PDF (4.38 MB). "Culture, conformity, and carbon? A multi-country analysis of heating and cooling practices in office buildings." Energy Research & Social Science 61 (2020) 101344. PDF (3.66 MB)
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PDF (3.66 MB). "Curation of Ground-Truth Validated Benchmarking Datasets for Fault Detection & Diagnostics Tools." 2020 ACEEE Summer Study. 2020. PDF (3.82 MB)
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PDF (3.82 MB). "Detecting the undetected: Dealing with non-routine events using advanced M&V meter-based savings approaches." ACEEE Summer Study on Energy Efficiency in Buildings. 2020. PDF (916.35 KB)
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PDF (916.35 KB). "Detecting the undetected: Dealing with non-routine events using advanced M&V meter-based savings approaches." ACEEE Summer Study on Energy Efficiency in Buildings. 2020. PDF (916.35 KB)
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PDF (916.35 KB). "Development and Implementation of Fault-Correction Algorithms in Fault Detection and Diagnostics Tools." Energies 13 (2020). PDF (2.22 MB)
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PDF (2.22 MB). "Dimension analysis of subjective thermal comfort metrics based on ASHRAE Global Thermal Comfort Database using machine learning." Journal of Building Engineering 29 (2020) 101120. PDF (1.71 MB)
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PDF (1.71 MB). "Dynamic metrics of natural ventilation cooling effectiveness for interactive modeling." Building and Environment 180.106994 (2020). PDF (2.34 MB)
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PDF (2.34 MB). Energy and BehaviourDeveloping quantitative insights on building occupant behaviour: Supporting modelling tools and datasets. Elsevier, 2020. PDF (886.11 KB)
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PDF (886.11 KB). "eProject Builder: Promoting wider adoption of energy savings performance contracts through standardization and transparency." energise 2020 ENERGY INNOVATION FOR A SUSTAINABLE ECONOMY 2020: 300-308. PDF (5.07 MB)
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PDF (5.07 MB). "Harvesting the low-hanging fruit of high energy savings -- Virtual Occupancy using Wi-Fi Data." ACEEE Summer Study. Virtual, 2020. PDF (3.69 MB)
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PDF (3.69 MB). High-Performance Integrated Window and Façade Solutions for California. Sacramento: California Energy Commission, 2020. PDF (3.68 MB)
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PDF (3.68 MB). "Identifying institutional barriers and policy implications for sustainable energy technology adoption among large organizations in California." Energy Policy 146 (2020) 111768. PDF (3.39 MB)
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PDF (3.39 MB). "Improving Air Leakage Prediction of Buildings using the Fan Pressurization Method with the Weighted Line of Organic Correlation." 2020. PDF (4.11 MB)
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PDF (4.11 MB). Improving Energy System Resilience at Berkeley Lab and Beyond. 2020. PDF (2.17 MB)
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PDF (2.17 MB)