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Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.

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01SoyVitou /NASA-C-MAPSS-Turbofan-Engine ---------------------------------------------------------------------------------------------------------------------------------------------------- Remaining useful life prediction  |  Predictive maintenance  |  Digital twin research  |  Turbofan engine degradation ---------------------------------------------------------------------------------------------------------------------------------------------------- 1. Project Introduction… See the full description on the dataset page: https://huggingface.co/datasets/SoyVitou/NASA-C-MAPSS-Turbofan-Engine.tabulartime-series-forecasting100K<n<1M0 likes207 downloads4mo agoHugging Face02nominal-io /nasa-turbofan-degradationOriginal source: https://data.nasa.gov/Aerospace/CMAPSS-Jet-Engine-Simulated-Data/ff5v-kuh6/about_data Example analysis: https://www.kaggle.com/code/carlkirstein/predictive-maintenance-nasa-turbofan-regression/notebook Use the "cycle" column as the relative time index (operational cycle of the engine in the "engine" column). [From "readme.txt" in the original source] Experimental Scenario Data sets consists of multiple multivariate time series. Each data set is further divided into… See the full description on the dataset page: https://huggingface.co/datasets/nominal-io/nasa-turbofan-degradation.tabular10K<n<100K1 likes148 downloads2y agoHugging Face03cuongtran53352 /turbofan0 likes117 downloads3d agoHugging Face04uncledecart /cmapss-turbofan-preprocessedNASA Turbofan Jet Engine Data Set dataset, kaggle link. Currenltly has only FD002 subset 10K<n<100K0 likes53 downloads1y agoHugging Face05nganpham24120 /turbofan0 likes52 downloads2d agoHugging Face06LucasThil /nasa_turbofan_degradation_FD001 CMAPSS Jet Engine Simulated Data FD001 - NASA This dataset contains simulated data from the CMAPSS (Commercial Modular Aero-Propulsion System Simulation) Jet Engine by NASA, FD001. Train trjectories: 100 Test trajectories: 100 Conditions: ONE (Sea Level) Fault Modes: ONE (HPC Degradation) Sensor Descriptions Sensor ID Description Units s_1 Total temperature at fan inlet ◦R s_2 Total temperature at LPC outlet ◦R s_3 Total temperature at HPC outlet ◦R s_4… See the full description on the dataset page: https://huggingface.co/datasets/LucasThil/nasa_turbofan_degradation_FD001.tabular10K<n<100K0 likes32 downloads2y agoHugging Face07uncledecart /fed-turbofan-feFeature Engineered version of this dataset. Key differences: GBDT feature selection (selected on train data, target is rul, threshold is 0.01, lightgbm.LGBMRegressor is used) Sensor-wise z_score and min_max normalisation (effectively just min_max, applied z_score as in this paper) tabular10K<n<100K0 likes31 downloads1y agoHugging Face08uncledecart /fed-turbofantabular10K<n<100K0 likes27 downloads1y agoHugging Face09LucasThil /nasa_turbofan_degradation_FD003 CMAPSS Jet Engine Simulated Data FD003 - NASA This dataset contains simulated data from the CMAPSS (Commercial Modular Aero-Propulsion System Simulation) Jet Engine by NASA, FD003. Train trjectories: 100 Test trajectories: 100 Conditions: ONE (Sea Level) Fault Modes: TWO (HPC Degradation, Fan Degradation) Sensor Descriptions Sensor ID Description Units s_1 Total temperature at fan inlet ◦R s_2 Total temperature at LPC outlet ◦R s_3 Total temperature at HPC… See the full description on the dataset page: https://huggingface.co/datasets/LucasThil/nasa_turbofan_degradation_FD003.tabular10K<n<100K0 likes24 downloads2y agoHugging Face10junjie204 /cmapss-turbofan-preprocessedNASA Turbofan Jet Engine Data Set dataset, kaggle link. Currenltly has only FD002 subset 10K<n<100K0 likes24 downloads9mo agoHugging Face11LucasThil /nasa_turbofan_degradation_FD002 CMAPSS Jet Engine Simulated Data FD002 - NASA This dataset contains simulated data from the CMAPSS (Commercial Modular Aero-Propulsion System Simulation) Jet Engine by NASA, FD002. Train trjectories: 260 Test trajectories: 259 Conditions: SIX Fault Modes: ONE (HPC Degradation) Sensor Descriptions Sensor ID Description Units s_1 Total temperature at fan inlet ◦R s_2 Total temperature at LPC outlet ◦R s_3 Total temperature at HPC outlet ◦R s_4 Total… See the full description on the dataset page: https://huggingface.co/datasets/LucasThil/nasa_turbofan_degradation_FD002.tabular10K<n<100K0 likes14 downloads2y agoHugging Face12LucasThil /nasa_turbofan_degradation_FD004 CMAPSS Jet Engine Simulated Data FD004 - NASA This dataset contains simulated data from the CMAPSS (Commercial Modular Aero-Propulsion System Simulation) Jet Engine by NASA, FD004. Train trjectories: 248 Test trajectories: 249 Conditions: SIX Fault Modes: TWO (HPC Degradation, Fan Degradation) Sensor Descriptions Sensor ID Description Units s_1 Total temperature at fan inlet ◦R s_2 Total temperature at LPC outlet ◦R s_3 Total temperature at HPC outlet ◦R… See the full description on the dataset page: https://huggingface.co/datasets/LucasThil/nasa_turbofan_degradation_FD004.tabular100K<n<1M0 likes14 downloads2y agoHugging Face13Samvik /nasa_turbofan_degradation_FD001 CMAPSS Jet Engine Simulated Data FD001 - NASA This dataset contains simulated data from the CMAPSS (Commercial Modular Aero-Propulsion System Simulation) Jet Engine by NASA, FD001. Train trjectories: 100 Test trajectories: 100 Conditions: ONE (Sea Level) Fault Modes: ONE (HPC Degradation) Sensor Descriptions Sensor ID Description Units s_1 Total temperature at fan inlet ◦R s_2 Total temperature at LPC outlet ◦R s_3 Total temperature at HPC outlet ◦R s_4… See the full description on the dataset page: https://huggingface.co/datasets/Samvik/nasa_turbofan_degradation_FD001.tabular10K<n<100K0 likes13 downloads6mo agoHugging Face

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