Data-Driven Health Status Assessment of Fire Protection IoT Devices in Converter Stations

Data-Driven Health Status Assessment of Fire Protection IoT Devices in Converter Stations

To enhance fire safety in converter stations, this study focuses on detecting abnormal data and potential faults in fire protection Internet of Things (IoT) devices, which are networked sensors monitoring parameters such as temperature, smoke, and water tank levels. A data quality evaluation model i...

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Bibliographic Details
Main Authors: Yubiao Huang, Tao Sun, Yifeng Cheng, Jiaqing Zhang, Zhibing Yang, Tan Yang
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Fire
Subjects:
fire protection
data quality evaluation
transformer
POT
health status assessment
Online Access:https://www.mdpi.com/2571-6255/8/7/251
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