Industry 4.0 Projects on NASA Turbofan Engines -- Part 1

Despite being released more than a decade ago, NASA's turbofan engine degradation simulation dataset (CMAPSS) remains popular and relevant today. In this series, I plan to demonstrate and explain multiple analysis techniques while providing a solution for more complex datasets. The Turbofan dataset has four datasets of increasing complexity. Engines start normally but develop a malfunction over time. For train sets, engines are run to fail, while on test sets the time series expires'a period' before they fail.