An Approach to Integrating Tactical Decision-Making in Industrial Maintenance Balance Scorecards Using Principal Components Analysis and Machine Learning

Table 2

Original attributes of the manufacturing report (production database).

ID_MACHINE	Alpha numerical
MONTH	Numerical categorical
NON_PLASTERED_PRODUCTION	Numerical
PLASTERED_PRODUCTION	Numerical
VOLUME_PLASTERED_PRODUCTION	Numerical
TOTAL_PRODUCTION	Numerical
WORKS_DAYS	Numerical
DAILY_PRODUCTION_TON	Numerical
CUTOUT_PRODUCTION	Numerical
DAILY_CUTOUT_PRODUCTION_TON	Numerical
DECREASE_MACHINE_%	Numerical
AVAILABLE_HOURS	Numerical
IDLE_TIME_EXTERNAL_CAUSES	Numerical
MAINTENANCE	Numerical
SCHEDULED	Numerical
BREAKS	Numerical
PRODUCTION_REST	Numerical
TOTAL_IDLE	Numerical
DAILY_IDLE_TIME	Numerical
OEE	Numerical
START_NUMBERS	Numerical
CUTOUT_TIME_CHANGES	Numerical
AVERAGE_PAPER_WEIGHTS	Numerical
AVERAGE_REAL_WIDTH	Numerical
AVERAGE_SPEED	Numerical
AVERAGE BUDGETED WIDTH	Numerical
WIDTH_DECREASE_CMS	Numerical
WIDTH_DECREASE_TON	Numerical
CAPE_PRODUCTION	Numerical
COST	Numerical
COST/TON	Numerical
INTERVENTIONS_NUMBER	Numerical
MEAN TIME BETWEEN FAILURES	Numerical
MEAN TIME TO REPAIR	Numerical
MEAN TIME TO FAILURE	Numerical