TY - GEN AU - Muñoz Villamizar, Andrés Felipe AU - Rafavy, Carlos Yohan AU - Casey, Justin PY - 2020 SN - 1741-0401 UR - http://hdl.handle.net/10818/48476 AB - Purpose – This research is inspired by a real case study from a pump rental business company across the US. The company was looking to increase the utilization of its rental assets while, at the same time, keeping the cost of fleet mobilization as... AB - Objetivo Esta investigacion esta inspirada en un estudio de caso real de una empresa de alquiler de bombas en los EE. UU. La empresa buscaba aumentar la utilizacion de sus activos de alquiler y, al mismo tiempo, mantener el costo de movilizacion de... LA - eng PB - International Journal of Productivity and Performance Management KW - Asset management KW - Machine learning KW - Optimization KW - Case study TI - Machine learning and optimization-based modeling for asset management: a case study DO - 10.1108/IJPPM-05-2020-0206 ER -