Modelo predictivo ARIMA para gestion de inventarios

Abstract

This report presents the work carried out as an intern in the company Robert Bosch LTDA. The training and adaptation process is described, as well as a detailed description of the company. Additionally, improvement opportunities are explored for inventory management operations, where an ARIMA time series model is being implemented to predict sales. The main objective of this implementation is to avoid both overstock and lack of units of some of the references that the company handles. The final objective of this report is to propose a solution that helps to improve the way in which units are requested from the different plants that supply the different product units that the company manages.