VBL-VA001: Lab-scale vibration analysis dataset

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.

Specification:

• Machine:  Panasonic GP –129JXK
• Sensor:  enDAQ LOG-0002-100G-DC-8GB-PC Shock & Vibration Sensor
• Length: 5 seconds per CSV file
• Sampling rate: 20 kHz.

Repository for baseline methods: https://github.com/bagustris/vbl-va001.

Refer to our paper for detail: https://link.springer.com/article/10.1007/s42417-023-00959-9

The preprint is also available at ArXiv: https://arxiv.org/abs/2212.1473.