Information

Identify important features that determine the machine downtime. Extract important knowledge to keep these times of not running due to faults or maintenance measures such as repairs to as minimum as possible.

Examples: include but are not limited to identify critical factors (poor shutdown planning, improper use of coolants or oils, number of available spare parts etc.) or common human errors that are responsible for the machine downtime.

Data format: The first column of your data must contain the values of your outcome (maintenance cost) and the following columns the values of the recorded variables/features.