Preventive Maintenance Analytics
Using data analysis to schedule and optimize equipment maintenance before failures occur.
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Why It Matters
AI and IoT sensors now predict equipment failures with high accuracy, but skilled analysts are needed to interpret predictions, prioritize work orders, and validate that models reflect real-world conditions.
How to Get Started
Get certified in IBM Maximo or SAP PM, and take a predictive maintenance analytics course on Coursera or Udemy that covers vibration analysis, thermography, and oil analysis fundamentals.
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