Our latest paper, led by colleagues from ETH Zurich, deals with developing and deploying wireless sensor networks for building energy monitoring. https://doi.org/10.1016/j.autcon.2019.103043 Abstract Accurate building energy assessments are often limited by inaccurate assumptions Read more
A critical review of field implementations of occupant-centric building controls
Our review paper on practical implementations of OCC applications is published in Building & Environment. This study is a first output of Subtask 4 of the IEA-EBC Annex 79 research project that is co-lead by IEL. Check it out this international collaboration between groups in Canada, Denmark, Read more
Paper in Nature Energy & Cover
Our paper Dynamic photovoltaic building envelopes for adaptive energy and comfort management has been published in the July edition of Nature Energy. B. Svetozarevic et al., “Dynamic photovoltaic building envelopes for adaptive energy and comfort management,” Nat. Energy, Read more
Artificial Neural Network‐Based Framework for Developing Ground‐Motion Models for Natural and Induced Earthquakes in Oklahoma, Kansas, and Texas
This paper led by PhD student Farid Khosravikia from Patricia Clayton's group has been published in Seismological Research Letters. Check it out y'all. Farid developed neural network based models for earthquakes. DOI: https://doi.org/10.1785/0220180218 This paper, as well as our recent Read more
Temperature-preference learning with neural networks for occupant-centric building indoor climate controls
Our paper led by Yuzhen Peng from ETH Zurich has been recently published in Building & Environment. We propose an intelligent building control strategy with machine learning techniques together with its design process for creating occupant-centric indoor climate. We demonstrate 4%–25% energy Read more
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