Exploring Proactive Maintenance through Fault Detection Techniques for Rotating Machinery

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Proactive maintenance enhances equipment reliability and reduces operational downtime significantly.
Vibration analysis is the most common method used, though IoT-enabled monitoring is an emerging trend.
The study assesses various fault detection techniques and explores challenges to their implementation.
Integrating multiple fault detection methods may improve accuracy and address existing research gaps.

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Systematic review identifies advancements in fault detection methods for rotating machinery, suggesting potential for improved reliability.

Okirie et al. (2025) studied this question.

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Systematic review identifies advancements in fault detection methods for rotating machinery, suggesting potential for improved reliability.