The article presents vibration datasets from gearboxes with various fault types and severity levels under different working conditions. It highlights the importance of studying gearbox fault diagnosis under variable operating conditions using vibration signals. The data includes details on fault categories, sampling frequencies, and key variables for analysis.
Gearboxes operate under varying speed and load conditions affecting fault diagnosis models' accuracy.
Datasets include 240 sets of time series data with key variables like speed, torque, and vibration accelerations. The data is stored in CSV format and collected under different working conditions.
Datasets were collected using sensors to measure vibrations and torque signals under 12 working conditions.
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by Shijin Chen,... klokken arxiv.org 03-20-2024
https://arxiv.org/pdf/2403.12521.pdfDypere Spørsmål