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MetroDataset

This open‑source metro bogie vibration acceleration dataset is intended for predictive maintenance. It contains normal and fault data, capturing vibration along X, Y, and Z axes at a sampling rate of 1024 Hz, including 425 normal samples and 248 fault samples.

Updated 6/26/2020
github

Description

MetroDataset Overview

Dataset Content

  • Type: Normal and fault vibration acceleration data of metro bogies.
  • Dimensions: Vibration data collected along X, Y, and Z axes.
  • Sampling Frequency: 1024 Hz.
  • Quantity:
    • Normal data: 425 groups
    • Fault data: 248 groups

File Description

  • good.csv: Contains normal vibration data.
  • bad.csv: Contains fault vibration data.

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Topics

Metro Maintenance
Vibration Analysis

Source

Organization: github

Created: 3/19/2020

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