Fault detection of cnc machines from vibration signals using machine learning methods

H Canbaz, K Polat - Artificial Intelligence and Applied Mathematics in …, 2020 - Springer
Every machine used in industry has become indispensable in today's production process.
As a result, malfunctions of these machines have devastating consequences. In this context …

[PDF][PDF] Noise analysis of air disc brake systems using wavelet synchro squeezed transform

Z Ertekin, N Özkurt - Celal Bayar University Journal of Science, 2019 - dergipark.org.tr
Click here for manuscript sample templateRecently, signal processing methods are shown
to be successful while diagnosing faults in mechanical systems, using noise or vibration …

Sinyal işleme ve makine öğrenmesi yöntemleri ile dönen makinelerde titreşim sinyallerinden arıza analizi ve tespiti

H Canbaz - acikbilim.yok.gov.tr
Bu tez çalışmasında, endüstride sıklıkla kullanılan CNC makinesinin matkap ucunda
meydana gelen hataların tespitine yönelik çalışmalar gerçekleştirilmiştir. Üretimde kullanılan …

Analysis and classification of air disc brake sounds in time and frequency domain

Z Ertekİn, N Özkurt, C Yilmaz - 2018 26th Signal Processing …, 2018 - ieeexplore.ieee.org
In this study, analysis and classification of audio data collected from faulty air disc brakes
has been carried out by Fourier Transform (FT). The sound data have been recorded by 2 …