Digital Twin Simulator Agent

The Digital Twin Simulator runs predictive simulations using equipment digital twin models, performs what-if analysis for proposed corrective actions, predicts defect rate and throughput impact of parameter changes, estimates time-to-failure for degraded components, compares multiple intervention scenarios with risk/reward scoring, and validates that proposed actions will achieve quality targets before physical implementation..