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IEEE PHM 2012 Data Challenge Dataset

This dataset is for the IEEE PHM 2012 Data Challenge, containing 6 training rolling bearings operating under three different conditions, and 11 test bearings. See the attached PDF for details.

Updated 5/16/2024
github

Description

IEEE PHM 2012 Data Challenge Dataset Overview

Dataset Description

  • Purpose: For the IEEE PHM 2012 Data Challenge.
  • Content: Contains a training set and a test set.
    • Training Set: 6 rolling bearings operating under three different conditions.
    • Test Set: 11 additional rolling bearings.

Detailed Information

  • Details: Further information about the challenge and dataset is available in the attached PDF.

Citation

  • Citation Format: Patrick Nectoux, Rafael Gouriveau, Kamal Medjaher, Emmanuel Ramasso, Brigitte Morello, Nourredine Zerhouni, Christophe Varnier. PRONOSTIA: An Experimental Platform for Bearings Accelarated Life Test. IEEE International Conference on Prognostics and Health Management, Denver, CO, USA, 2012.

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Topics

Fault Prediction
Health Management

Source

Organization: github

Created: 7/3/2018

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