An improved feature extraction method using texture analysis with LBP for bearing fault diagnosis

K Kaplan, Y Kaya, M Kuncan, MR Mi̇naz… - Applied Soft …, 2020 - Elsevier
Bearings are one of the most widespread components used for energy transformation in
machines. Mechanical wear and faulty bearings reduce the efficiency of rotating machines …

A new feature extraction approach based on one dimensional gray level co-occurrence matrices for bearing fault classification

Y Kaya, M Kuncan, K Kaplan, MR Minaz… - … of Experimental & …, 2021 - Taylor & Francis
Recently, precise and deterministic feature extraction is one of the current research topics for
bearing fault diagnosis. For this aim, an experimental bearing test setup was created in this …

ANN-and ANFIS-based multi-staged decision algorithm for the detection and diagnosis of bearing faults

HM Ertunc, H Ocak, C Aliustaoglu - Neural Computing and Applications, 2013 - Springer
Condition monitoring of roller element bearing defects has been one of the biggest problems
in predictive maintenance since bearing failures may give catastrophic results on the …

Classification of bearing vibration speeds under 1D-LBP based on eight local directional filters

Y Kaya, M Kuncan, K Kaplan, MR Minaz, HM Ertunç - Soft Computing, 2020 - Springer
Bearings are the most commonly used machine element in order to reduce rotational friction
in machines and to compensate radial and axial loads. It is very important to determine the …

A combined decision algorithm for diagnosing bearing faults using artificial intelligent techniques

HM Ertunç - Sigma Journal of Engineering and Natural Sciences, 2018 - dergipark.org.tr
The condition monitoring of bearings has gained great importance in recent years to
increase reliability and reduce production loss. Many monitoring techniques have been …

[PDF][PDF] Detection of fault in rolling element bearing using condition monitoring by experimental approach

S Kokil, MM Shah, SY Gajjal, SD Kokil - International Journal of …, 2014 - academia.edu
Rolling element bearings are frequently encountered in rotating machine due to their load
carrying capacity and low friction characteristics. The complexity of loading mechanism in …