crossrefAlgorithms2026-07-24
A Machine Learning-Based Predictive Model for Maintenance Management of Combustion Engines in the Agricultural Sector
Ivan-Fredy Jaramillo, Walter Orozco-Iguasnia, Rubén Patricio Alcocer Quinteros, Ricardo Rafael Villarroel-Molina, Alejandro Vilcacundo-Chiluisa
Maintenance management of stationary combustion engines in the agricultural sector remains largely manual, increasing the risk of unplanned downtime. This study developed a machine learning-based predictive model to anticipate failures within a 60-day horizon, enabling the transi…