An Aggregated Newsvendor Model for Multi-Item Perishable Inventories with Uncertain Demand

In industrial and commercial settings, inventory systems often involve managing multiple products with diverse demand patterns, making the direct application of the single-item newsvendor model inefficient. To address this complexity, this study proposes an adaptation of the newsvendor model through demand aggregation, where related items are grouped into a product family. By aggregating demand and financial parameters, the traditional newsvendor approach can be extended to multi-item systems, simplifying the inventory management process. This method was tested in two different case studies—a coffee roaster company and a meatball producer—demonstrating its validity and applicability. The aggregated newsvendor model was found to enhance inventory accuracy and efficiency, reducing random error and improving operational performance. This approach offers a valuable extension of the newsvendor model, with potential for broader application across various industries.

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Publication Details

Journal
SHILAP Revista de lepidopterología
Published
2024-12-01
Primary Topic
Supply Chain and Inventory Management
Type
article
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article

An Aggregated Newsvendor Model for Multi-Item Perishable Inventories with Uncertain Demand

SHILAP Revista de lepidopterología
Supply Chain and Inventory Management
article

An Aggregated Newsvendor Model for Multi-Item Perishable Inventories with Uncertain Demand

article en

Abstract

In industrial and commercial settings, inventory systems often involve managing multiple products with diverse demand patterns, making the direct application of the single-item newsvendor model inefficient. To address this complexity, this study proposes an adaptation of the newsvendor model through demand aggregation, where related items are grouped into a product family. By aggregating demand and financial parameters, the traditional newsvendor approach can be extended to multi-item systems, simplifying the inventory management process. This method was tested in two different case studies—a coffee roaster company and a meatball producer—demonstrating its validity and applicability. The aggregated newsvendor model was found to enhance inventory accuracy and efficiency, reducing random error and improving operational performance. This approach offers a valuable extension of the newsvendor model, with potential for broader application across various industries.

SHILAP Revista de lepidopterología
Institut Teknologi Nasional Bandung (ID)
Industry, innovation and infrastructure
Openalex Percentile: Top 37%
Supply Chain and Inventory Management
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