README.md

metadata

dataset_info:
  features:
    - name: channel
      dtype: string
    - name: signal
      sequence: float64
    - name: signal_length
      dtype: int64
    - name: speed
      dtype: float64
    - name: motor_load
      dtype: float64
    - name: label
      dtype: string
    - name: key
      dtype: string
    - name: sampling_frequency
      dtype: float64
  splits:
    - name: train
      num_bytes: 27177406
      num_examples: 8
    - name: test
      num_bytes: 58514604
      num_examples: 60
  download_size: 21186837
  dataset_size: 85692010
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: test
        path: data/test-*
language:
  - en
tags:
  - bearing
  - fault-diagnosis
  - vibration
  - anomaly-detection
pretty_name: CWRU bearing dataset

Implementation

This dataset has been implemented in this anomaly detection project: https://github.com/alidi24/autoencoder-based-anomaly-detection