Erkan Caner Ozkat

Finite element analysis driven optimization of an electrodynamic levitation system with permanent magnet Halbach arrays

This study presents a finite element analysis (FEA)-driven optimization for the design of an electrodynamic levitation (EDL) system incorporating permanent magnet Halbach arrays (PM-HAs). The primary objective is to maximize the net force difference between lift ( F y ) and drag...

A low-cost wireless accelerometer approach to UAV propeller fault detection

Abstract Propeller failure in flight is one of the most safety-critical failure modes for small multirotor unmanned aerial vehicles (UAVs). It is sudden, generally undetectable on conventional telemetry and often catastrophic. This study addresses the problem through a simple onb...

Leakage-aware benchmark of deep learning for underwater propeller blade-count recognition: code, per-fold results, and model checkpoints

Complete companion artifact for a leakage-aware re-evaluation of deep learning on the public propeller blade-count dataset of Yaman et al. (Applied Acoustics 2021). Six classifiers (EfficientNet-B0, ResNet-50, MobileNetV3, DenseNet-121, a from-scratch multi-scale CNN, a raw-wavef...