TotalEnergies' deployment of machine learning at its Port Arthur, Texas, refinery demonstrates how predictive AI can transform operations by preventing equipment failures, reducing unplanned shutdowns and empowering operators with actionable intelligence. These lessons can be applied directly to discrete...