Season-Based Occupancy Prediction in Residential Buildings Using Machine Learning Models

ABSTRACT: A reliable occupancy prediction model plays a critical role in improving the performance of energy simulation and occupant-centric building operations. In general, occupancy and occupant activities differ by season, and it is important to account for the dynamic nature of occupancy in simu...

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Bibliographic Details
Main Authors: Bowen Yang, Fariborz Haghighat, Benjamin C.M. Fung, Karthik Panchabikesan
Format: Article
Language:English
Published: Elsevier 2021-01-01
Series:e-Prime: Advances in Electrical Engineering, Electronics and Energy
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2772671121000036