Success Story

Gas Turbine Failure Detection Solution For
one of the world’s largest supplier of heavy duty gas turbines



Business Problem

  • Avoid expensive unplanned power outages.
  • Avoid catastrophic equipment failure.
  • Improve reliability and operational efficiency of gas turbines.
  • Enhance existing monitoring and diagnostic capabilities.


  • Failure signature detection using Machine Learning.
  • Residual life estimation using Reliability Analysis.
  • Real Time Monitoring & Asset Control.

Business Outcomes

Enhanced reliability & up-time, Reduced unplanned outages resulting in significant savings.

Scope of Engagement

5 Member Multi-Disciplinary Team / 6 months.

Services Provided

Data Management & Governance, Architecture & Design, Business Intelligence, Advanced Analytics

Technology Used

Data Torrent, Apache Spark, SAS ESP, SAS Visual Analytics and Cassandra