IMPROVED VARIATIONAL MODE DECOMPOSITION AND ONE-DIMENSIONAL CNN NETWORK WITH PARAMETRIC RECTIFIED LINEAR UNIT (PRELU) APPROACH FOR ROLLING BEARING FAULT DIAGNOSIS

Improved Variational Mode Decomposition and One-Dimensional CNN Network with Parametric Rectified Linear Unit (PReLU) Approach for Rolling Bearing Fault Diagnosis

As a critical component of rotating machinery, rolling bearings are essential for the safe and efficient operation of machinery.Sudden faults of rolling bearings can lead to unscheduled downtime and substantial economic costs.Therefore, diagnosing and identifying the equipment status is essential for ensuring the operation and decreasing the additi

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High time resolution measurements of the thermosphere from Fabry-Perot Interferometer measurements of atomic oxygen

Recent advances in the performance of CCD detectors have enabled a high time resolution study of the high latitude upper thermosphere with Fabry-Perot Interferometers (FPIs) to be performed.10-s integration times were used during a campaign in April 2004 on an FPI located in northern Sweden in the auroral oval.The FPI is used to study the thermosph

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