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Yufei Zhang

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Related publications (3)

Please note that this is not a complete list of this person’s publications. It includes only semantically relevant works. For a full list, please refer to Infoscience.

Mind the Hazard: Modeling and Interpreting Comfort with Personalized Sensing

Andrew James Sonta, Matteo Favero, Yufei Zhang

Recent advances in personalized sensing and comfort feedback have spurred the development of data-driven comfort models tailored to individual needs. However, because current models treat sequential comfort feedback independently, they are subject to unsta ...

ACM - Association for Computing Machinery2024

Related units (1)

Civil Engineering and Technology for Human Oriented Sustainability Lab

EPFL
ENAC
IIC
ETHOS

A Data-driven Framework for Occupant-centric Demand Flexibility Potential Evaluation at Scale

Andrew James Sonta, Yufei Zhang

Building demand flexibility is essential for balancing the grid as renewable energy generation increases. However, the limited adoption of flexibility-enabling technologies underscores the need for scalable solutions to evaluate flexibility. Despite increa ...

ACM - Association for Computing Machinery2024

OccuVAE: Integrating unsupervised occupancy inference in data-driven energy modeling for human-centric operation

Andrew James Sonta, Yufei Zhang

Data-driven building energy modeling is an emerging solution to facilitate the implementation of energy-flexible buildings. However, its black-box nature hinders interpretation, including with respect to human-building interaction. This drawback may bring ...

Association for Computing Machinery2023