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 Commissioning Costs and Savings Across Three Decades and 1,500 North American Buildings." Energy and Buildings 227.110408 (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). .
"Building thermal load prediction through shallow machine learning and deep learning." Applied Energy 263 (2020) 114683. .
"Can We Fix It Automatically? Development of Fault Auto-Correction Algorithms for HVAC and Lighting Systems." ACEEE Summer Study. 2020. .
"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. .
"Contextualising adaptive comfort behaviour within low-income housing of Mumbai, India." Building and Environment 177 (2020) 106877. .
"Continuously Improving Energy and Water Management." ASHRAE Journal (2020). .
"Coupling CFD and building energy modelling to optimize the operation of a large open office space for occupant comfort." Sustainable Cities and Society 60 (2020) 102257. .
"Culture, conformity, and carbon? A multi-country analysis of heating and cooling practices in office buildings." Energy Research & Social Science 61 (2020) 101344. .
"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. .
"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. .
"Developing a common approach for classifying building stock energy models." Renewable and Sustainable Energy Reviews 133 (2020) 110276. .
"Developing and Evaluating a Metric for Office Building Energy Resilience During a Power Outage." 2020 Summer Study on Energy Efficiency in Buildings. 2020. .
"Developing and Evaluating Metrics for Demand Flexibility in Buildings: Comparing Simulations and Field Data." ACEEE Summer Study. 2020. .
"Dimension analysis of subjective thermal comfort metrics based on ASHRAE Global Thermal Comfort Database using machine learning." Journal of Building Engineering 29 (2020) 101120. .
"Dynamic metrics of natural ventilation cooling effectiveness for interactive modeling." Building and Environment 180.106994 (2020). .
"Empower saving energy into smart homes using a gamification structure by social products." 2020 IEEE International Conference on Consumer Electronics (ICCE)2020 IEEE International Conference on Consumer Electronics (ICCE). Las Vegas, NV, USA: IEEE, 2020. .