Digital Twin Engine Agent

The Digital Twin Engine maintains a synchronized virtual replica of physical equipment, enabling real-time health monitoring through 3D visualization, what-if simulation for maintenance scenarios (delay repair, change parameters, alternative parts), predictive modeling of failure cascades, and validation of repair procedures before physical execution. Provides comparative analysis of intervention strategies with risk scores and outcome probabilities.