Asset Health Monitoring with Seeq’s Entire Arsenal! – Marathon Pipe Line

Kyle Miller, Automation Manager, Marathon Pipe Line

Marathon Pipe Line shows how they used Seeq’s full toolkit to scale asset health monitoring across critical centrifugal pumps, combining efficiency modeling, scaling tables, machine learning, and Vantage workflows to focus experts on the changes that matter most. The session follows how Marathon built pump-specific models, tuned training windows and running conditions, and used efficiency deviation signals to surface a real equipment issue that other tools had missed, allowing the team to inspect the pump under controlled downtime before a more costly failure occurred. Framed around both operational reliability and business value, the approach highlights how a single early detection event was worth roughly a quarter of a million dollars, with an estimated annual impact of about $5 million when expanded across the pump fleet.