Ensuring real-time data integrity in smart building applications: A systematic end-to-end comprehensive pipeline evaluated in numerous real-life cases

In this study, we propose a comprehensive, end-to-end data healing pipeline, developed and tested in real buildings facing diverse severity problems. This pipeline is designed to ensure the accuracy and reliability of smart building data in a fast and responsive manner, using computationally lightwe...

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Bibliographic Details

Published in:	Energy and buildings Vol. 336; p. 115586
Main Authors:	Stefanopoulou, Aliki, Michailidis, Iakovos, Karatzinis, Georgios, Lepidas, Georgios, Boutalis, Yiannis S., Kosmatopoulos, Elias B.
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.06.2025
Subjects:	Data filtering Data imputation Real-time data processing Smart buildings Smart buildings Real-time data processing Data imputation Data filtering
ISSN:	0378-7788
Online Access:	Get full text
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