Predictive Analytics for Maintenance
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Category:  
Analytical

Uses data to predict equipment failures and schedule maintenance proactively.

What it Measures ?

Uses data to anticipate and prevent equipment breakdowns.

Relevant StakeHolders 

Maintenance Head, Operations Lead

In-depth Use Case / Real-world Example

A company manufacturing engines uses Predictive Analytics for Maintenance to analyze sensor data from machines to predict when maintenance is needed before a breakdown occurs. For example, if the system detects unusual vibrations in a motor, it can predict a potential failure, allowing the company to schedule repairs during off-hours, reducing downtime and maintenance costs.

KPI Definition

Business Value

Movement Direction

Sample Formula

Cost Avoidance Achieved via Predictive Maintenance

Should Aim For
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