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Efficient rolling element bearing fault diagnostics in the presence of highly leptokurtic non-Gaussian noise | Synapse
March 3, 2026
Efficient rolling element bearing fault diagnostics in the presence of highly leptokurtic non-Gaussian noise
MY
Mahsa Yazdanianasr
RZ
Radosław Zimroz
AW
Agnieszka Wyłomańska
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Key Points
Fault diagnostics improved despite the presence of highly leptokurtic non-Gaussian noise, enhancing reliability and performance.
Key evidence includes a notable increase in diagnostic accuracy under noisy conditions, with precision evident in various tests.
Analysis utilizes advanced signal processing techniques to discern bearing faults in challenging noise environments.
Findings may enable broader adoption of these diagnostic techniques in industrial settings, leading to more reliable machinery.
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Yazdanianasr et al. (Mon,) studied this question.
synapsesocial.com/papers/69a765fcbadf0bb9e87db26d
https://doi.org/https://doi.org/10.1016/j.ymssp.2026.113852
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