An anomaly detection method for identifying locations with abnormal behavior of temperature in school buildings

Abstract Time series data collected using wireless sensors, such as temperature and humidity, can provide insight into a building’s heating, ventilation, and air conditioning (HVAC) system. Anomalies of these sensor measurements can be used to identify locations of a building that are poorly designe...

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Bibliographic Details
Main Authors: Ashani Wickramasinghe, Saman Muthukumarana, Matt Schaubroeck, Surajith N. Wanasundara
Format: Article
Language:English
Published: Nature Portfolio 2023-12-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-49903-7