LucasThil/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… See the full description on the dataset page: https://huggingface.co/datasets/LucasThil/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
Units Explanation
- ◦R: Rankine scale
- HPT: High Pressure Temperature
- LPT: Low Pressure Temperature
- HPC: High Pressure Chamber
- LPC: Low Pressure Chamber
- rpm: rotation per minute
- psia: pound per square inch
- pps: pulse per second
- lbm: pound mass
Source
CMAPSS Jet Engine Simulated Data
Citation
@article{Saxena2008DamagePM,
title={Damage propagation modeling for aircraft engine run-to-failure simulation},
author={Abhinav Saxena and Kai Goebel and Donald C. Simon and Neil H. W. Eklund},
journal={2008 International Conference on Prognostics and Health Management},
year={2008},
pages={1-9},
url={https://api.semanticscholar.org/CorpusID:206508104}
}