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09/16/2023
Enhancing personalised thermal comfort models with Active Learning for improved HVAC controls
Developing personalised thermal comfort models to inform occupant-centri...
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05/03/2023
District-scale surface temperatures generated from high-resolution longitudinal thermal infrared images
The paper describes a dataset that was collected by infrared thermograph...
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11/27/2022
Machine Learning for Smart and Energy-Efficient Buildings
Energy consumption in buildings, both residential and commercial, accoun...
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11/17/2022
Longitudinal thermal imaging for scalable non-residential HVAC and occupant behaviour characterization
This work presents a study on the characterization of the air-conditioni...
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08/22/2022
Elastic buildings: Calibrated district-scale simulation of occupant-flexible campus operation for hybrid work optimization
Before 2020, the way occupants utilized the built environment had been c...
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10/30/2021
Personal thermal comfort models using digital twins: Preference prediction with BIM-extracted spatial-temporal proximity data from Build2Vec
Conventional thermal preference prediction in buildings has limitations ...
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07/01/2020