Management model for productivity improvement in the craft beer production process through the application of demand planning techniques, EOQ and MRP
Descripción del Articulo
The craft beer industry has developed in the Peruvian market by 2023, representing sales of 2.33 billion; However, its productivity rate of 12% is still low compared to the industry's average productivity of 55%. Among the causes of the problem, the lack of a production plan and a demand foreca...
| Autores: | , |
|---|---|
| Formato: | tesis de grado |
| Fecha de Publicación: | 2025 |
| Institución: | Universidad de Lima |
| Repositorio: | ULIMA-Institucional |
| Lenguaje: | inglés |
| OAI Identifier: | oai:repositorio.ulima.edu.pe:20.500.12724/23450 |
| Enlace del recurso: | https://hdl.handle.net/20.500.12724/23450 |
| Nivel de acceso: | acceso abierto |
| Materia: | Pendiente https://purl.org/pe-repo/ocde/ford#2.11.04 |
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Management model for productivity improvement in the craft beer production process through the application of demand planning techniques, EOQ and MRP |
| title |
Management model for productivity improvement in the craft beer production process through the application of demand planning techniques, EOQ and MRP |
| spellingShingle |
Management model for productivity improvement in the craft beer production process through the application of demand planning techniques, EOQ and MRP Negron Aching, Jimena Pendiente https://purl.org/pe-repo/ocde/ford#2.11.04 |
| title_short |
Management model for productivity improvement in the craft beer production process through the application of demand planning techniques, EOQ and MRP |
| title_full |
Management model for productivity improvement in the craft beer production process through the application of demand planning techniques, EOQ and MRP |
| title_fullStr |
Management model for productivity improvement in the craft beer production process through the application of demand planning techniques, EOQ and MRP |
| title_full_unstemmed |
Management model for productivity improvement in the craft beer production process through the application of demand planning techniques, EOQ and MRP |
| title_sort |
Management model for productivity improvement in the craft beer production process through the application of demand planning techniques, EOQ and MRP |
| author |
Negron Aching, Jimena |
| author_facet |
Negron Aching, Jimena Portocarrero Davila, Giovanna Fiorella |
| author_role |
author |
| author2 |
Portocarrero Davila, Giovanna Fiorella |
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author |
| dc.contributor.advisor.fl_str_mv |
Lizárraga Portugal, Carlos Augusto |
| dc.contributor.author.fl_str_mv |
Negron Aching, Jimena Portocarrero Davila, Giovanna Fiorella |
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Pendiente |
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Pendiente https://purl.org/pe-repo/ocde/ford#2.11.04 |
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https://purl.org/pe-repo/ocde/ford#2.11.04 |
| description |
The craft beer industry has developed in the Peruvian market by 2023, representing sales of 2.33 billion; However, its productivity rate of 12% is still low compared to the industry's average productivity of 55%. Among the causes of the problem, the lack of a production plan and a demand forecasting system was identified; Therefore, the objective of this study is to develop a forecast model for the demand for beer and the economic order quantity of raw materials to develop an adequate production and supply plan to increase productivity in the study company. The Winters demand forecast model was selected by analyzing the mean absolute percentage forecast error (MAPE) indicator of 9.4%, assuming +/- 10% MAPE as a limit and the similarity of the model's behavior with respect to the historical demand of the company. The proposed model was validated through simulations using software in Excel and @Risk. The research has shown a 48% increase in productivity compared to the initial value, achieving an increase of 3’905,656 PEN in the income of the craft beer company investigated. |
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2025 |
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2025-10-10T15:14:20Z |
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2025-10-10T15:14:20Z |
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2025 |
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Tesis |
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https://hdl.handle.net/20.500.12724/23450 |
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eng |
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eng |
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application/pdf |
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Universidad de Lima |
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Lizárraga Portugal, Carlos AugustoNegron Aching, JimenaPortocarrero Davila, Giovanna Fiorella2025-10-10T15:14:20Z2025-10-10T15:14:20Z2025https://hdl.handle.net/20.500.12724/234500000000121541816The craft beer industry has developed in the Peruvian market by 2023, representing sales of 2.33 billion; However, its productivity rate of 12% is still low compared to the industry's average productivity of 55%. Among the causes of the problem, the lack of a production plan and a demand forecasting system was identified; Therefore, the objective of this study is to develop a forecast model for the demand for beer and the economic order quantity of raw materials to develop an adequate production and supply plan to increase productivity in the study company. The Winters demand forecast model was selected by analyzing the mean absolute percentage forecast error (MAPE) indicator of 9.4%, assuming +/- 10% MAPE as a limit and the similarity of the model's behavior with respect to the historical demand of the company. The proposed model was validated through simulations using software in Excel and @Risk. The research has shown a 48% increase in productivity compared to the initial value, achieving an increase of 3’905,656 PEN in the income of the craft beer company investigated.La industria de la cerveza artesanal se ha desarrollado en el mercado peruano para el año 2023, representando ventas por 2.33 billones de soles. Sin embargo, su tasa de productividad, del 12%, sigue siendo baja en comparación con el promedio de productividad de la industria, que es del 55%. Entre las causas del problema se identificaron la falta de un plan de producción y de un sistema de pronóstico de la demanda. Por ello, el objetivo de este estudio es desarrollar un modelo de pronóstico de la demanda de cerveza y la cantidad económica de pedido de materias primas, con el fin de establecer un plan adecuado de producción y abastecimiento que permita incrementar la productividad en la empresa objeto de estudio. El modelo de pronóstico de demanda de Winters fue seleccionado tras analizar el indicador de error porcentual absoluto medio (MAPE) de 9.4%, considerando como límite un MAPE de +/- 10% y la similitud del comportamiento del modelo respecto a la demanda histórica de la empresa. El modelo propuesto fue validado mediante simulaciones utilizando software en Excel y @Risk. La investigación mostró un aumento del 48% en la productividad en comparación con el valor inicial, logrando un incremento de 3’905,656 soles en los ingresos de la empresa de cerveza artesanal investigada.application/pdfengUniversidad de LimaPEinfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/4.0/Pendientehttps://purl.org/pe-repo/ocde/ford#2.11.04Management model for productivity improvement in the craft beer production process through the application of demand planning techniques, EOQ and MRPinfo:eu-repo/semantics/bachelorThesisTesisreponame:ULIMA-Institucionalinstname:Universidad de Limainstacron:ULIMASUNEDUTítulo profesionalIngeniería IndustrialUniversidad de Lima. Facultad de IngenieríaIngeniero Industrialhttps://orcid.org/0000-002-7057-4099084304927220267119896473197562https://purl.org/pe-repo/renati/level#tituloProfesionalMálaga Ortiz, María TeresaTaquía Gutiérrez, José AntonioLizárraga Portugal, Carlos Augustohttps://purl.org/pe-repo/renati/type#tesisOIORIGINALT018_71198964_T.pdfT018_71198964_T.pdfDescargarapplication/pdf261733https://repositorio.ulima.edu.pe/bitstream/20.500.12724/23450/1/T018_71198964_T.pdffadbaadbce6f9d24c5055f7925718e04MD51FA_71198964_SR.pdfFA_71198964_SR.pdfAutorizaciónapplication/pdf242070https://repositorio.ulima.edu.pe/bitstream/20.500.12724/23450/2/FA_71198964_SR.pdf9b941fba9f526399afcfd18daab2ca48MD52TURNITIN_NEGRON ACHING JIMENA_20181293 .pdfTURNITIN_NEGRON ACHING JIMENA_20181293 .pdfReporte de Similitudapplication/pdf542066https://repositorio.ulima.edu.pe/bitstream/20.500.12724/23450/3/TURNITIN_NEGRON%20ACHING%20JIMENA_20181293%20.pdfc4394659285dd270adb23602ff7726ffMD53TEXTT018_71198964_T.pdf.txtT018_71198964_T.pdf.txtExtracted texttext/plain18875https://repositorio.ulima.edu.pe/bitstream/20.500.12724/23450/4/T018_71198964_T.pdf.txt70763beb88728e4610a4943ca4395378MD54FA_71198964_SR.pdf.txtFA_71198964_SR.pdf.txtExtracted texttext/plain4386https://repositorio.ulima.edu.pe/bitstream/20.500.12724/23450/6/FA_71198964_SR.pdf.txte53c727c1ca7723788c2990dcc65ea0bMD56TURNITIN_NEGRON ACHING JIMENA_20181293 .pdf.txtTURNITIN_NEGRON ACHING JIMENA_20181293 .pdf.txtExtracted texttext/plain22651https://repositorio.ulima.edu.pe/bitstream/20.500.12724/23450/8/TURNITIN_NEGRON%20ACHING%20JIMENA_20181293%20.pdf.txt88dabc3396c1fa1702d7d6db0304d5e0MD58THUMBNAILT018_71198964_T.pdf.jpgT018_71198964_T.pdf.jpgGenerated Thumbnailimage/jpeg12701https://repositorio.ulima.edu.pe/bitstream/20.500.12724/23450/5/T018_71198964_T.pdf.jpgd5a4d44cf48f131250a62e1000ded9f3MD55FA_71198964_SR.pdf.jpgFA_71198964_SR.pdf.jpgGenerated Thumbnailimage/jpeg21241https://repositorio.ulima.edu.pe/bitstream/20.500.12724/23450/7/FA_71198964_SR.pdf.jpg86b0ad4a62f0350beceba0464707ea6cMD57TURNITIN_NEGRON ACHING JIMENA_20181293 .pdf.jpgTURNITIN_NEGRON ACHING JIMENA_20181293 .pdf.jpgGenerated Thumbnailimage/jpeg9286https://repositorio.ulima.edu.pe/bitstream/20.500.12724/23450/9/TURNITIN_NEGRON%20ACHING%20JIMENA_20181293%20.pdf.jpg9acb05103174ae17df3e306a10ce2bf6MD5920.500.12724/23450oai:repositorio.ulima.edu.pe:20.500.12724/234502025-10-18 09:29:04.774Repositorio Universidad de Limarepositorio@ulima.edu.pe |
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