Health Prognostics Classification with Autoencoders for Predictive Maintenance of HVAC Systems

Health Prognostics Classification with Autoencoders for Predictive Maintenance of HVAC Systems

Buildings’ heating, ventilation, and air-conditioning (HVAC) systems account for significant global energy use. Proper maintenance can minimize their environmental footprint and enhance the quality of the indoor environment. The adoption of Internet of Things (IoT) sensors integrated into HVAC syste...

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Bibliographic Details
Main Authors: Ruiqi Tian, Santiago Gomez-Rosero, Miriam A. M. Capretz
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Energies
Subjects:
health prognostics
heating ventilation and air-conditioning (HVAC)
predictive maintenance
machine learning
data-driven models
Online Access:https://www.mdpi.com/1996-1073/16/20/7094

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https://www.mdpi.com/1996-1073/16/20/7094

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