A one-dimensional convolutional neural network-based method for diagnosis of tooth root cracks in asymmetric spur gear pairs

OC Kalay, E Karpat, AE Dirik, F Karpat - Machines, 2023 - mdpi.com
Gears are fundamental components used to transmit power and motion in modern industry.
Their health condition monitoring is crucial to ensure reliable operations, prevent …

Effects of tooth root cracks on vibration and dynamic transmission error responses of asymmetric gears: A comparative study

OC Kalay, O Doğan, C Yuce… - Mechanics Based Design …, 2024 - Taylor & Francis
Gears are significant machine elements used in various industrial applications. An
undetected fault in a gear transmission system may lead to a fatal breakdown and, thus …

Convolutional neural networks based rolling bearing fault classification under variable operating conditions

F Karpat, OC Kalay, AE Dirik, O Doğan… - … on INnovations in …, 2021 - ieeexplore.ieee.org
Rolling bearings are key machine elements used in various fields such as automotive,
machinery, aviation, and wind turbines. Over time, faults may occur in bearings due to …

Fault diagnosis with deep learning for standard and asymmetric involute spur gears

F Karpat, AE Dirik, OC Kalay… - ASME …, 2021 - asmedigitalcollection.asme.org
Gears are critical power transmission elements used in various industries. However, varying
working speeds and sudden load changes may cause root cracks, pitting, or missing tooth …

[PDF][PDF] A One-Dimensional Convolutional Neural Network-Based Method for Diagnosis of Tooth Root Cracks in Asymmetric Spur Gear Pairs. Machines 2023, 11, 413

OC Kalay, E Karpat, AE Dirik, F Karpat - 2023 - academia.edu
Gears are fundamental components used to transmit power and motion in modern industry.
Their health condition monitoring is crucial to ensure reliable operations, prevent …

A Deep Learning-Based Method for Early Crack Diagnosis in Non-Standard Spur Gear Pairs

OC Kalay, F Karpat, E Karpat… - ASME …, 2023 - asmedigitalcollection.asme.org
Gears are the key components of modern industry and have been widely employed in the
automotive, wind turbine, and aviation fields. From the engineering point of view, an …

Ulaştirma Alaninda Kullanilan Dİşlİ Çark Mekanİzmalarinda di̇ş Dİbİ Çatlak Hasarinin ve Derecesİnİn Tespİtİ İçİn Makİne Öğrenmesİ Esasli Güvenİlİr bi̇r İzleme …

OC Kalay - 2023 - search.proquest.com
Dişli çarklar modern endüstride güç ve hareket iletmek için kullanılan temel makine
elemanlarıdır. Dişli çarkların sağlık durumlarının izlenmesi ise (1) güvenilir operasyonlar …

Ulaştırma alanında kullanılan dişli çark mekanizmalarında diş dibi çatlak hasarının ve derecesinin tespiti için makine öğrenmesi esaslı güvenilir bir izleme yönteminin …

OC Kalay - 2023 - acikerisim.uludag.edu.tr
Dişli çarklar modern endüstride güç ve hareket iletmek için kullanılan temel makine
elemanlarıdır. Dişli çarkların sağlık durumlarının izlenmesi ise (1) güvenilir operasyonlar …