Predictive Maintenance; Analyze Condition Of Equipment And Help Predict Maintenance
Predictive Maintenance Predictive Maintenance is a technique that uses data analysis tools to detect anomalies in the operation and possible defects in equipment and processes so the user can fix them before they result in failure. It is a type of maintenance that directly tracks an asset's health, status, and the performance in real time. This approach is aimed at reducing costly, unexpected breakdowns, and offers the manufacturer an opportunity to plan maintenance around their own production schedule. Predictive maintenance promises cost savings over routine or time-based preventive maintenance, because tasks are performed only when warranted. Predictive maintenance builds off the strengths of both preventive and condition-based strategies. With this approach predicts when maintenance will be needed using historical data and sensor measurements such as temperature, vibration and noise. The concept of Predictive Maintenance is the use of machine learning and data processing to...