Building Technology and Urban Systems Division
, , , , , and . "An improved method for direct incident solar radiation calculation from hourly solar insolation data in building energy simulation." Energy and Buildings 227 (2020) 110425.
, and . "Generating realistic building electrical load profiles through the Generative Adversarial Network (GAN)." Energy and Buildings 224 (2020) 110299.
, , , and . "Operation and performance of VRF systems: Mining a large-scale dataset." Energy and Buildings 230 (2021) 110519.
, , , , and . "Heat Vulnerability Index Development and Mapping." SimAUD 2021. 2021.
, , , , and . "Generation and representation of synthetic smart meter data." Building Simulation 13.6 (2020) 1205–1220.
, , , and . "City-Scale Building Anthropogenic Heating during Heat Waves." Atmosphere 11.11 (2020) 1206.
, , , , , , and . "Effective Missing Value Imputation Methods for Building Monitoring Data." IEEE BigData 2020. 2020.
, , , , , , and . "Identifying key determinants for building energy analysis from urban building datasets." Building and Environment 181 (2020) 107114.
, , and . "Automatic and rapid calibration of urban building energy models by learning from energy performance database." Applied Energy 277 (2020) 115584.
, , , and . "Urban building energy modeling (UBEM) tools: A state-of-the-art review of bottom-up physics-based approaches." Sustainable Cities and Society 62 (2020) 102408.
, , , , and . "Towards Off-policy Evaluation as a Prerequisite for Real-world Reinforcement Learning in Building Control." BuildSys ’20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and TransportationProceedings of the 1st International Workshop on Reinforcement Learning for Energy Management in Buildings & Cities. Virtual Event JapanNew York, NY, USA: ACM, 2020.
, , , , , , and . "Approaches to cost-effective near-net zero energy new homes with time-of-use value of energy and battery storage." Advances in Applied Energy 2 (2021) 100018.
, , and . "Efficient Computation Of Surface Sunlit Fractions In Urban-Scale Building Modeling Using Ray-Tracing Techniques." 2020 Building Performance Analysis Conference and SimBuild co-organized by ASHRAE and IBPSA-USA. 2020.
, , , and . "Predicting city-scale daily electricity consumption using data-driven models." Advances in Applied Energy 2 (2021) 100025.
, , and . "A simulation-based assessment of technologies to reduce heat emissions from buildings." Building and Environment 195 (2021) 107772.
, , , , and . "Characterizing patterns and variability of building electric load profiles in time and frequency domains." Applied Energy 291 (2021) 116721.
, , and . "An ontology to represent synthetic building occupant characteristics and behavior." Automation in Construction 125 (2021) 103621.
, , and . "A framework for estimating the energy-saving potential of occupant behaviour improvement." Applied Energy 287 (2021) 116591.
, , and . "Occupant-Centric key performance indicators to inform building design and operations." Journal of Building Performance Simulation (2021) 1–29.
, , , , , and . "Vertical meteorological patterns and their impact on the energy demand of tall buildings." Energy and Buildings 232 (2021) 110624.