F. A. Shtyrkin

Failure Prediction of Mining Dump Trucks Using Artificial Neural Networks

Aim. The main focus is on developing a method for assessing and predicting the dependability of mining dump trucks using artificial neural networks. The key objectives are to solve the problem of telemetry data imbalance and identify complex time dependencies in sensor readings for accurate failure prediction.  Met...