Datasets › NASA C-MAPSS
NASA C-MAPSS (Turbofan Engine Degradation Simulation Data Set)
Engine degradation simulation was carried out using C-MAPSS. Four different were sets simulated under different combinations of operational conditions and fault modes. Records several sensor channels to characterize fault evolution. The data set was provided by the Prognostics CoE at NASA Ames.
Benchmarks archive 2025-07-28
All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Decision Making | NASA C-MAPSS | SRLA Average Remaining Cycles 6.4 | Hierarchical Framework for Interpretable and... | ammar-n-abbas/Predictive-Maintenance-BC-IOHMM-DRL | 1 | Compare |
| Remaining Useful Lifetime Estimation | NASA C-MAPSS | RVE RMSE 14.92 | Variational encoding approach for interpretable... | NahuelCostaCortez/Remaining-Useful-Life-Estimation-Variational | 1 | Compare |
Papers archive 2025-07-28
2 shown of 2 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 7. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Hierarchical Framework for Interpretable and Probabilistic Model-Based Safe Reinforcement Learning | 1 | 1 | 28 Oct 2023 | not harvested |
| Variational encoding approach for interpretable assessment of remaining useful life estimation | 1 | 1 | 23 Feb 2022 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- NASA C-MAPSS
1 variant name, as the archive lists them.
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