Wojciech Pietrowski

Inter-turn fault detection in induction motors using deep neural networks and signal processing methods

A novel perspective on noninvasive diagnostics by integrating advanced signal processing with deep learning classifiers is offered, indicating that appropriate signal preprocessing enhances feature representation quality, indicating that the choice of transform method directly impacts diagnostic accuracy.