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December 12, 2025IET Wireless Sensor SystemsOpen Access

An Intelligent Detection Device for Remote Fault Diagnosis

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Authors

YHYu HeXJXiaoxing JiangWDW. Deng

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Overview

The device demonstrates improved fault diagnosis and service level in equipment maintenance, suggesting efficiency gains in remote monitoring.

Key Points

  • To enhance remote fault diagnosis and reduce maintenance costs through an intelligent detection device.
  • Designed a remote monitoring system with a core focus on maintenance work order management.
  • Implemented a data management layer for sorting, storing, and analyzing instrument data.
  • Utilized a Bayesian network for accurate fault diagnosis with multi-source information.
  • Achieved a 94.3% accuracy rate in fault diagnosis using the Bayesian network.
  • Improved service levels for maintenance and after-sales support through efficient remote monitoring.
  • Enabled proactive maintenance strategies, shifting from passive to active fault management.

Cite This Study

He et al. (2025) studied this question.

synapsesocial.com/papers/694019192d562116f28f6637https://doi.org/10.1049/wss2.12060
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