Diseño e implementación de modelos de pronóstico para estimar la demanda de bebidas en tiendas de conveniencia

Translated title of the contribution: Design and implementation of forecasting models to estimate the beverage demand in convenience stores

José D. Morcillo, Ana Paula Burgos, Martha Garza, Stephany Obregón, Ángel Galindo

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

This research was carried out for a Commercial Chain of Convenience Stores in order to increase the potential of its demand forecasting models and thus improve its logistics planning and decision making. Additionally, in 2018, the company noticed a significant increase in the level of its sales during a heat wave that was experienced in the country. For this reason, it was necessary to improve the forecasting models and validate the importance of external variables. Different univariate and multivariate forecasting models were built and validated, and then two were selected to propose the most suitable forecasting method and a final application.

Translated title of the contributionDesign and implementation of forecasting models to estimate the beverage demand in convenience stores
Original languageSpanish
Title of host publication19th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology
Subtitle of host publication"Prospective and Trends in Technology and Skills for Sustainable Social Development" and "Leveraging Emerging Technologies to Construct the Future", LACCEI 2021 - Proceedings
EditorsMaria M. Larrondo Petrie, Luis Felipe Zapata Rivera, Catalina Aranzazu-Suescun
PublisherLatin American and Caribbean Consortium of Engineering Institutions
ISBN (Electronic)9789585207189
DOIs
Publication statusPublished - 2021
Event19th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology: "Prospective and Trends in Technology and Skills for Sustainable Social Development" and "Leveraging Emerging Technologies to Construct the Future", LACCEI 2021 - Virtual, Online
Duration: 19 Jul 202123 Jul 2021

Publication series

NameProceedings of the LACCEI international Multi-conference for Engineering, Education and Technology
Volume2021-July
ISSN (Electronic)2414-6390

Conference

Conference19th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology: "Prospective and Trends in Technology and Skills for Sustainable Social Development" and "Leveraging Emerging Technologies to Construct the Future", LACCEI 2021
CityVirtual, Online
Period19/7/2123/7/21

Bibliographical note

Publisher Copyright:
© 2021 Latin American and Caribbean Consortium of Engineering Institutions. All rights reserved.

All Science Journal Classification (ASJC) codes

  • Engineering (miscellaneous)
  • Education

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