Chapter Early Detection and Reconstruction of Abnormal Data Using Hybrid VAE-LSTM Framework

Early failure detection and abnormal data reconstruction in sensor data provided by building ventilation control systems are critical for public health. Early detection of abnormal data can help prevent failures in crucial components of ventilation systems, which can result in a variety of issues, f...

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Auteurs principaux:	Hou, Fangli, Ma, Jun, Cheng, Jack C. P., Kwok, Helen H.L.
Format:	Online
Langue:	anglais
Publié:	Firenze University Press 2024
Sujets:	Early failure detection Abnormal data reconstruction Variational autoencoder (VAE) Long short-term memory network (LSTM) Sustainable IAQ management thema EDItEUR::U Computing and Information Technology
Accès en ligne:	ONIX_20240402_9791221502893_8
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