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Utilizing decision forest regression machine learning algorithm to predict filling line utilization for optimal maintenance scheduling

Smith, Lauren; Zastron, Mauritz; Vlok, P. J. (South African Institute for Industrial Engineering, 2018)

Small margins within the packaging industry mean financial success in this field relies on high equipment availability. To achieve this high equipment availability, maintenance schedules should be carefully planned to ...