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Fatigue monitoring and maneuver identification for vehicle fleets using the scattering transform
Extensive monitoring comes at a prohibitive cost, limiting Predictive Maintenance strategies for vehicle fleets.
Performance Assessment of different Machine Learning Algorithm for Life-Time Prediction of Solder Joints based on Synthetic Data
This paper proposes a computationally efficient methodology to predict the damage progression in solder contacts of electronic components using temperature-time curves.
Assessment of hybrid machine learning models for non-linear system identification of fatigue test rigs
The prediction of system responses for a given fatigue test bench drive signal is a challenging task, for which linear frequency response function models are commonly used.
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