Inventory control model based on Big Data, EOQ, ABC and forecast to increase productivity in a hardware SME
Descripción del Articulo
Within the commercial sector, SMEs represent more than 90% of all companies; they are responsible for 50% of GDP and generate between 60% and 70% of employment worldwide, which is why they are critical in the Peruvian economy. However, through an exhaustive review of the literature and sectoral anal...
Autores: | , , |
---|---|
Formato: | artículo |
Fecha de Publicación: | 2023 |
Institución: | Universidad Peruana de Ciencias Aplicadas |
Repositorio: | UPC-Institucional |
Lenguaje: | inglés |
OAI Identifier: | oai:repositorioacademico.upc.edu.pe:10757/668736 |
Enlace del recurso: | http://hdl.handle.net/10757/668736 |
Nivel de acceso: | acceso embargado |
Materia: | ABC analysis Big Data EOQ Increased productivity inventory control SMEs Commercial sector SMEs (Small and Medium-sized Enterprises) GDP (Gross Domestic Product) Peruvian economy Inventory management Hardware sector Profitability Inventory control model Distribution efficiency Simulation |
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dc.title.es_PE.fl_str_mv |
Inventory control model based on Big Data, EOQ, ABC and forecast to increase productivity in a hardware SME |
title |
Inventory control model based on Big Data, EOQ, ABC and forecast to increase productivity in a hardware SME |
spellingShingle |
Inventory control model based on Big Data, EOQ, ABC and forecast to increase productivity in a hardware SME Quiroz-Flores, Juan Carlos ABC analysis Big Data EOQ Increased productivity inventory control SMEs Commercial sector SMEs (Small and Medium-sized Enterprises) GDP (Gross Domestic Product) Peruvian economy Inventory management Hardware sector Profitability Inventory control model Distribution efficiency Simulation |
title_short |
Inventory control model based on Big Data, EOQ, ABC and forecast to increase productivity in a hardware SME |
title_full |
Inventory control model based on Big Data, EOQ, ABC and forecast to increase productivity in a hardware SME |
title_fullStr |
Inventory control model based on Big Data, EOQ, ABC and forecast to increase productivity in a hardware SME |
title_full_unstemmed |
Inventory control model based on Big Data, EOQ, ABC and forecast to increase productivity in a hardware SME |
title_sort |
Inventory control model based on Big Data, EOQ, ABC and forecast to increase productivity in a hardware SME |
author |
Quiroz-Flores, Juan Carlos |
author_facet |
Quiroz-Flores, Juan Carlos Caceres-Paitan, Darien Avila-Nolasco, Rocio |
author_role |
author |
author2 |
Caceres-Paitan, Darien Avila-Nolasco, Rocio |
author2_role |
author author |
dc.contributor.author.fl_str_mv |
Quiroz-Flores, Juan Carlos Caceres-Paitan, Darien Avila-Nolasco, Rocio |
dc.subject.es_PE.fl_str_mv |
ABC analysis Big Data EOQ Increased productivity inventory control SMEs Commercial sector SMEs (Small and Medium-sized Enterprises) GDP (Gross Domestic Product) Peruvian economy Inventory management Hardware sector Profitability Inventory control model Distribution efficiency Simulation |
topic |
ABC analysis Big Data EOQ Increased productivity inventory control SMEs Commercial sector SMEs (Small and Medium-sized Enterprises) GDP (Gross Domestic Product) Peruvian economy Inventory management Hardware sector Profitability Inventory control model Distribution efficiency Simulation |
description |
Within the commercial sector, SMEs represent more than 90% of all companies; they are responsible for 50% of GDP and generate between 60% and 70% of employment worldwide, which is why they are critical in the Peruvian economy. However, through an exhaustive review of the literature and sectoral analysis, we concluded they have a high risk of failure in the short term due to various problems, such as poor inventory management. In Peru, the provisions for carrying out inventories usually have a ratio of between 1% and 1.4% of the total inventory stock; thus, SMEs belonging to the hardware sector more frequently present this problem that affects the profitability of their companies. For this reason, the need arises to design an inventory control model that increases the productivity of hardware SMEs. After the pilot implementation of the first component, an increase in distribution efficiency of 11% is achieved, and its effectiveness is supported by simulating the entire model, obtaining the same results. |
publishDate |
2023 |
dc.date.accessioned.none.fl_str_mv |
2023-09-25T13:36:06Z |
dc.date.available.none.fl_str_mv |
2023-09-25T13:36:06Z |
dc.date.issued.fl_str_mv |
2023-02-01 |
dc.type.es_PE.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
dc.identifier.doi.none.fl_str_mv |
10.1145/3588243.3588245 |
dc.identifier.uri.none.fl_str_mv |
http://hdl.handle.net/10757/668736 |
dc.identifier.journal.es_PE.fl_str_mv |
ACM International Conference Proceeding Series |
dc.identifier.eid.none.fl_str_mv |
2-s2.0-85160518523 |
dc.identifier.scopusid.none.fl_str_mv |
SCOPUS_ID:85160518523 |
dc.identifier.isni.none.fl_str_mv |
0000 0001 2196 144X |
identifier_str_mv |
10.1145/3588243.3588245 ACM International Conference Proceeding Series 2-s2.0-85160518523 SCOPUS_ID:85160518523 0000 0001 2196 144X |
url |
http://hdl.handle.net/10757/668736 |
dc.language.iso.es_PE.fl_str_mv |
eng |
language |
eng |
dc.relation.url.es_PE.fl_str_mv |
https://dl.acm.org/doi/10.1145/3588243.3588245 |
dc.rights.es_PE.fl_str_mv |
info:eu-repo/semantics/embargoedAccess |
eu_rights_str_mv |
embargoedAccess |
dc.format.es_PE.fl_str_mv |
application/html |
dc.publisher.es_PE.fl_str_mv |
Association for Computing Machinery |
dc.source.none.fl_str_mv |
reponame:UPC-Institucional instname:Universidad Peruana de Ciencias Aplicadas instacron:UPC |
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Universidad Peruana de Ciencias Aplicadas |
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UPC-Institucional |
dc.source.journaltitle.none.fl_str_mv |
ACM International Conference Proceeding Series |
dc.source.beginpage.none.fl_str_mv |
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dc.source.endpage.none.fl_str_mv |
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bitstream.url.fl_str_mv |
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265548cea47cb89ee1110be5c36ef741fb6769810026aae0a544c55469a195d4300bdb879e65e3ad93a18ea5d8f6dae1837300Quiroz-Flores, Juan CarlosCaceres-Paitan, DarienAvila-Nolasco, Rocio2023-09-25T13:36:06Z2023-09-25T13:36:06Z2023-02-0110.1145/3588243.3588245http://hdl.handle.net/10757/668736ACM International Conference Proceeding Series2-s2.0-85160518523SCOPUS_ID:851605185230000 0001 2196 144XWithin the commercial sector, SMEs represent more than 90% of all companies; they are responsible for 50% of GDP and generate between 60% and 70% of employment worldwide, which is why they are critical in the Peruvian economy. However, through an exhaustive review of the literature and sectoral analysis, we concluded they have a high risk of failure in the short term due to various problems, such as poor inventory management. In Peru, the provisions for carrying out inventories usually have a ratio of between 1% and 1.4% of the total inventory stock; thus, SMEs belonging to the hardware sector more frequently present this problem that affects the profitability of their companies. For this reason, the need arises to design an inventory control model that increases the productivity of hardware SMEs. After the pilot implementation of the first component, an increase in distribution efficiency of 11% is achieved, and its effectiveness is supported by simulating the entire model, obtaining the same results.ODS 9: Industria, Innovación e InfraestructuraODS 8: Trabajo Decente y Crecimiento EconómicoODS 12: Producción y Consumo Responsablesapplication/htmlengAssociation for Computing Machineryhttps://dl.acm.org/doi/10.1145/3588243.3588245info:eu-repo/semantics/embargoedAccessABC analysisBig DataEOQIncreased productivityinventory controlSMEsCommercial sectorSMEs (Small and Medium-sized Enterprises)GDP (Gross Domestic Product)Peruvian economyInventory managementHardware sectorProfitabilityInventory control modelDistribution efficiencySimulationInventory control model based on Big Data, EOQ, ABC and forecast to increase productivity in a hardware SMEinfo:eu-repo/semantics/articleACM International Conference Proceeding Series271275reponame:UPC-Institucionalinstname:Universidad Peruana de Ciencias Aplicadasinstacron:UPCLICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorioacademico.upc.edu.pe/bitstream/10757/668736/1/license.txt8a4605be74aa9ea9d79846c1fba20a33MD51false10757/668736oai:repositorioacademico.upc.edu.pe:10757/6687362024-07-20 04:27:31.081Repositorio académico upcupc@openrepository.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 |
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La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).