🚁
Turbines

Description

The Turbines dataset is a part of the public NASA’s turbofan engine degradation simulation dataset (CMAPSS), which includes simulations of multiple turbofan engines over time.
This dataset is often used for experimenting with predictive maintenance, i.e. evaluating the time before a particular engine failure.

Data Location

Storage β†’ Samples β†’ turbines.csv
Β 
Dataset features
Variable
Definition
Engine unit number
Time of operation, in cycles
3 operational settings
27 sensors readings
Remaining Useful Life of the engine

Examples of usage