A Comprehensive Signal Processing and ML Solution for Prognosis and Diagnosis of Faults and Rotating Machinery using Vibration Signals

A Comprehensive Signal Processing and ML Solution for Prognosis and Diagnosis of Faults and Rotating Machinery using Vibration Signals

Almost all kind of engineering industrial process and production is performed by rotating machinery like motors, pumps, gearbox, fans, and assembly lines, etc. The condition-based monitoring of these types of equipment helps to boost productivity and profitability. In recent years, the industry has moved steadily from reactive to predictive long-term maintenance. The vibration signals are processed using advanced signal processing algorithms, machine learning/deep learning tools to diagnose the incipient fault and forecast time to failure of the whole system.

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