PumpSpectra: An MCSA-Based Platform for Fault Detection in Centrifugal Pump Systems

Abstract

• PumpSpectra achieved 91.2% accuracy and rapid diagnostics for centrifugal pump faults in industry. • It introduces an explainable, rule-based platform with severity grading for major pump faults. • Enables cost-saving, sensor-minimal predictive maintenance for pump assets. • Supports transparent, trusted decisions for industrial maintenance teams.

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