Application of LoRa-based intelligent wireless temperature measurement system in power plant equipment monitoring

Based on the restrictions of conventional thermal monitoring methods in power plants such as limited real-time performance, high cost of wiring and lack of early warning capability, this study proposes an intelligent wireless temperature measurement system. The system integrates multi-protocol wireless transfer 5G/LoRa/ZigBee and cloud analytics platform to achieve real-time fault localization and dynamic threshold optimization to have a false alarm rate effective reduction. The system is adaptable of adapting a hybrid sensor network architecture to complex power plant environments; a new dynamic threshold algorithm that combines environmental factors and equipment aging; and validation of cross-industry applicability in thermal control and freeze prevention solutions. Field tests demonstrate significant advantages over existing solutions in terms of reduced maintenance costs and improved plant operational efficiency.

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Publication Details

Published
2025-06-20
DOI
https://doi.org/10.1109/icetac65964.2025.11144149
Primary Topic
Advanced Algorithms and Applications
Type
article
Field-Weighted Citation Impact
0.00

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Application of LoRa-based intelligent wireless temperature measurement system in power plant equipment monitoring

Meiqi Pei, Rongli Yang, Yue Zhang, Yu Li et al.
Advanced Algorithms and Applications
article

Application of LoRa-based intelligent wireless temperature measurement system in power plant equipment monitoring

Meiqi Pei, Rongli Yang, Yue Zhang, Yu Li, Huanjia Zhu, Han Qie
article en

Abstract

Based on the restrictions of conventional thermal monitoring methods in power plants such as limited real-time performance, high cost of wiring and lack of early warning capability, this study proposes an intelligent wireless temperature measurement system. The system integrates multi-protocol wireless transfer 5G/LoRa/ZigBee and cloud analytics platform to achieve real-time fault localization and dynamic threshold optimization to have a false alarm rate effective reduction. The system is adaptable of adapting a hybrid sensor network architecture to complex power plant environments; a new dynamic threshold algorithm that combines environmental factors and equipment aging; and validation of cross-industry applicability in thermal control and freeze prevention solutions. Field tests demonstrate significant advantages over existing solutions in terms of reduced maintenance costs and improved plant operational efficiency.

Yunnan Agricultural University (CN)
Yunnan Provincial Department of Education
Openalex Percentile: Top 71%
Advanced Algorithms and Applications
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