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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Yu-Ming Hsieh

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Conference Aug 2026

SENTRYPdM: A Unified Alarm Governance Architecture for False-Alarm-Resilient Predictive Maintenance

False alarms remain a primary obstacle to the industrial scalability of predictive maintenance (PdM) deployment. While existing research focuses on refining Remaining Useful Life (RUL) prediction accuracy, relatively little attention has been paid to the systemic governance required to distinguish true degradation from...

Yu-Ming Hsieh, Fan-Tien Cheng, Chieh-Wen Cheng et al. · 0 citations

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