Success Story
Gas Turbine Failure Detection Solution For
one of the world’s largest supplier of heavy duty gas turbines
Industry
Energy
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.
Solution
- 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
Back to Success stories
