Reverse Logistics Digital Twin (RLDT) is AI solution addressing supply of repaired parts for maintenance.
The Explainable AI is centered around logistics model automatically built by Machine Learning algorithms from data. The Digital Twin model captures usage-driven demand and performance of Line Maintenance, Depot Maintenance, and Logistics processes. It includes prediction of trends from noisy data and forecasts of future performance. The AI evaluates part availability and cost performance. It provides model-based impact analysis of process changes such adding spares, improving reliability, reducing logistics delays, improving repair speed, and introducing Condition Based Maintenance.