VBL-VA001: Lab-scale vibration analysis dataset

<p>This dataset is a collection of vibration data (x, y, z) from four machine conditions: normal, bearing fault, misalignment, and unbalance. There are 4000 files, each folder contains 1000 CSV files.</p> <p>Specification:</p> <ul> <li>Machine:&nbsp;&nbsp;Panasonic GP &ndash;129JXK</li> <li>Sensor:&nbsp;&nbsp;enDAQ LOG-0002-100G-DC-8GB-PC Shock &amp; Vibration Sensor</li> <li>Length: 5 seconds per CSV file</li> <li>Sampling rate: 20 kHz.</li> </ul> <p>Repository for baseline methods: <a href="https://github.com/bagustris/vbl-va001">https://github.com/bagustris/vbl-va001</a>.</p> <p>Refer to our paper for detail:&nbsp;<a href="https://link.springer.com/article/10.1007/s42417-023-00959-9">https://link.springer.com/article/10.1007/s42417-023-00959-9</a></p> <p>The preprint is also available at ArXiv: <a href="https://arxiv.org/abs/2212.14732">https://arxiv.org/abs/2212.1473</a>.</p>