Finding Jet's R.U.L App
The main aim of this post is to document my implementation of a model that can be used to perform predictive maintenance on commercial turbofan engine. the predictive maintenance approach used here is a data-driven approach, meaning that data collected from the operational jet engine is used to perform predictive maintenance modeling. to be specific, the project aim is to build a predictive model to estimate the Remaining Useful Life ( RUL) of a jet engine based on run-to-failure data of a fleet of similar jet engines.
keras LSTM jet life RUL
Sonar Data Recognition App
Sonar has been widely used in submarine navigation, communication with or detection of objects on or underthe water surface (like other vessels), hazard identification etc. Neural networks can be used to automate the process of identifying the objects from which the waves bounced off.
keras Sensors sonar signals navigation