Early Detection of an Oil Leak

Use APERIO DataWise to uncover data anomalies that indicate oil leaks are present

Early Detection of an Oil Leak

Early Detection of an Oil Leak 2560 1707 APERIO
Challenge
  • Determine whether process issues can be uncovered by applying anomaly detection to data
Scope
  • APERIO DataWise found anomalies in the data. When the customer’s SME determined the instruments were working, a field walkthrough uncovered the leak.
    • EVENT 1: A ‘noise’ change more than an hour before it identified an ‘out of range’ anomaly (indicating failure) on the affected tags
    • EVENT 2: A 2nd oil leak was discovered when a critical temperature sensor rose higher and ‘out of range’ at its local maximum
Customer Value
  • Environmental impact avoided
  • Cost avoidance of > $250K
  • APERIO DataWise will detect the anomaly and trigger an alert. The customer’s technical expert then contextualizes the problem and assigns personnel for resolution, thus preventing equipment failure.
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