2.3 Digital Twins

Our Digital Twin Led Engineering creates synchronized offline and online replicas: • Real-Time Monitoring: Continuous live view of actual operating conditions. • Predictive & Scenario Analysis: Anticipating performance deviations and testing 'what-if' strategies without operational risk. • Continuous Optimization: Converting operational telemetry into actionable intelligence.

• Fouling Prediction: Forecasting performance degradation in heat exchangers for proactive maintenance. • Equipment Health Monitoring: Vibration, temperature, and pressure telemetry detecting degradation before unplanned downtime. • AI/ML Inferential Models: Embedded algorithms enabling proactive setpoint optimization across the plant's lifecycle.