Publications
Publications by Research Area
] . U.S. Industrial and Commercial Motor System Market Assessment Report Volume 1: Characteristics of the Installed Base. 2021. 2001382. 
PDF (8.84 MB)
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PDF (8.84 MB). U.S. Industrial and Commercial Motor System Market Assessment Report Volume 1: Characteristics of the Installed Base. 2021. 2001382. PDF (6.87 MB)
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PDF (6.87 MB). 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). "Advanced control sequences and FDD technology. Just shiny objects, or ready for scale?." ACEEE Summer Study 2020. 2020. PDF (4.27 MB)
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PDF (4.27 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).
. "Beyond Curtailment and Efficiency: Identifying Household Energy- and Water-Saving Measure Classes." ACEEE Summer Study. 2020. PDF (571.08 KB)
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PDF (571.08 KB). "Beyond Curtailment and Efficiency: Identifying Household Energy- and Water-Saving Measure Classes." ACEEE Summer Study. 2020. PDF (571.08 KB)
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PDF (571.08 KB). "Blind to Blinds: Opening Our Eyes to Savings from New Automated Shading Systems." ACEEE Summer Study in Buildings 2020. 2020. PDF (3.61 MB)
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PDF (3.61 MB). "Blind to Blinds: Opening Our Eyes to Savings from New Automated Shading Systems." ACEEE Summer Study in Buildings 2020. 2020. PDF (3.61 MB)
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PDF (3.61 MB). "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). "Can We Fix It Automatically? Development of Fault Auto-Correction Algorithms for HVAC and Lighting Systems." ACEEE Summer Study. 2020. PDF (972.36 KB)
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PDF (972.36 KB). "Can We Fix It Automatically? Development of Fault Auto-Correction Algorithms for HVAC and Lighting Systems." ACEEE Summer Study. 2020. PDF (972.36 KB)
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PDF (972.36 KB). "COHORT: Coordination of Heterogeneous Thermostatically Controlled Loads for Demand Flexibility." BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and TransportationProceedings of the 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation. Virtual Event JapanNew York, NY, USA: ACM, 2020. PDF (1.81 MB)
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PDF (1.81 MB). "A Community Energy Operations and Planning System: Concept, Use cases, Metrics, and Benefits." The American Council for an Energy-Efficient Economy. 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). "Continuously Improving Energy and Water Management." ASHRAE Journal (2020). PDF (2.71 MB)
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PDF (2.71 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). "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. PDF (1.02 MB)
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PDF (1.02 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)