To give a real-life glimpse into predictive maintenance, we will use the open source Turbofan Engine Degradation Simulation dataset, which was released in 2008 by the Prognostics Center of Excellence at NASA's Ames research centre. The dataset can be downloaded from https://ti.arc.nasa.gov/c/6/. We're thankful to the authors of the following research for providing this dataset:
Turbofan Engine Degradation Simulation Data Set, A Saxena and K Goebel (2008), NASA Ames Prognostics Data Repository (https://ti.arc.nasa.gov/tech/dash/groups/pcoe/prognostic-data-repository/), NASA Ames Research Center, Moffett Field, CA.
