Predicting device insulation condition and providing optimal decision model

A computer program product comprising:

• one or more computer-readable storage media and program instructions stored on the one or more computer-readable storage media capable of performing a method, the method comprising:
• determining a present insulation level for an insulation layer on a cable providing power to an electronic device based on a current leakage test;
• determining a current leakage and a confidence score for the insulation layer on the cable providing power to the electronic device utilizing a supervised machine learning model;
• generating a decision framework for the electronic device based on the current leakage and the confidence score;
• and
• responsive to determining to perform an action based on the decision framework for the electronic device, performing the action based on the decision framework to address the current leakage for the insulation layer on the cable providing power to the electronic device.

A computer system comprising:

• one or more computer processors, one or more computer-readable storage media, and program instructions stored on the one or more of the computer-readable storage media for execution by at least one of the one or more processors capable of performing a method, the method comprising:
• determining a present insulation level for an insulation layer on a cable providing power to an electronic device based on a current leakage test;
• determining a current leakage and a confidence score for the insulation layer on the cable providing power to the electronic device utilizing a supervised machine learning model;
• generating a decision framework for the electronic device based on the current leakage and the confidence score;
• and
• responsive to determining to perform an action based on the decision framework for the electronic device, performing the action based on the decision framework to address the current leakage for the insulation layer on the cable providing power to the electronic device.