The presentation explains how simulated data from physical models can help initialise machine-learning models when labelled fault data are scarce. It frames hybrid modelling as a route from instrumented fleets to useful, real-time condition indicators.
presentation
Enhancing condition monitoring of mining vehicles using physical models and transfer learning
Luke van Eyk's Digital Transformation in Mining 2023 presentation on combining physical models and transfer learning for vehicle condition monitoring.