Predictive Maintenance of Gas Turbines
Problem Statement
To predict the failure of Gas turbines between 40 to 0 days of actual failure. For example, if the actual failure of turbine happens on the 1st of Dec 2020, the model should be able to predict it's failure from the 22nd of Oct 2020
Input
A file containing the sensor measurements and settings for 10 turbines at a daily level
Model
A simple Random forest model to check the baseline accuracy of the model
Output
A flag which indicates the failure of the turbine within 40 days