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C-MAPSS dataset

The C-MAPSS dataset is a multivariate time series dataset used for Remaining Useful Life (RUL) prediction. It contains data from four sub-datasets (FD001, FD002, FD003, and FD004) with 21 variables, including temperature, pressure, and fan speed.

Data and Resources

Cite this as

Hamed Khorasgani, Haiyan Wang, Chetan Gupta, Ahmed Farahat (2024). Dataset: C-MAPSS dataset. https://doi.org/10.57702/bsibqz2m

DOI retrieved: December 3, 2024

Additional Info

Field Value
Created December 3, 2024
Last update December 3, 2024
Defined In https://doi.org/10.1016/j.ymssp.2022.109611
Citation
  • https://doi.org/10.48550/arXiv.2401.16462
  • https://doi.org/10.48550/arXiv.2109.15050
Author Hamed Khorasgani
More Authors
Haiyan Wang
Chetan Gupta
Ahmed Farahat
Homepage https://www.nasa.gov/centers/ames/research/technical-papers/C-MAPSS-Dataset.pdf