Model for Failure Detection and Predictive Maintenance of a Mechanical shaft using Machine Learning
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All production and processing industries have been using rotary machines on a major scale. In order to ensure hassle-free operating conditions and fewer maintenance costs, it is essential to monitor machine health condition effectively.The fault prediction and measure of fault severity, both are essential parts of run time condition monitoring.Predictive maintenance aims to prevent the occurrence of failure by performing maintenance. It helps in averting unplanned and unnecessary downtime that can affect the company
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