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Probabilistic occupancy forecasting for risk-aware optimal ventilation through autoencoder Bayesian deep neural networks

Ventilation plays a noteworthy role in maintaining a healthy, comfortable and energy-efficient indoor environment and mitigating the risk of aerosol transmission and disease infection (e.g., SARS-COV-2). In most commercial and office buildings, demand-controlled ventilation (DCV) systems are widely...

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Detalles Bibliográficos
Autores principales: Zhuang, Chaoqun, Choudhary, Ruchi, Mavrogianni, Anna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Authors. Published by Elsevier Ltd. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9553470/
https://www.ncbi.nlm.nih.gov/pubmed/36247734
http://dx.doi.org/10.1016/j.buildenv.2022.109207