Predictive Maintenance using Machine Learning

Predictive maintenance focus on identifying chnges in equipment condition, remaining life of equipment and do determine when equipment need mainteance or replacement. These slides describe detail walk thru - how to build strategy, plan an execute on Predictive maintenance rollout.
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Preventve Maintenance Strategy, Plan and Execution


This blog has around 20 slides and 3 papers


  • Strategy - hw to make business case

  • Plan - Convert business case to ML use case, check patterns in data

  • Execution - Build model and integrate with maintenance