Simulation-Based Assessment of Warehouse Logistics: A Case Study in Beverage Distribution

Recent worldwide disruptions, including supply chains, geopolitical tensions, and shifting trade policies, have underscored the strategic importance of effective and flexible warehouse logistics. This work outlines an approach that is transferable to multiple contexts for the design of warehouse configurations and storage policies using simulation, with the specific objective of maximizing the use of available areas, improving the efficiency of operations, and enabling responsiveness to seasonal fluctuations in demand during the year. The model takes into account the classification of items based on their rate of turn, strategic location of storage, and simulation modeling reinforced with key performance indicators (KPIs) to provide data-based decision support. An example is demonstrated through its application in an Italian warehouse, with the specific responsibility of distributing drinks in the geographically remote island of Sardinia, with the complications of seasonal fluctuations in demand patterns. Using the AnyLogic simulation, this study analyses multiple storage layouts and assesses a flexible, mobile rack system to enhance receiving efficiency, utilise floor space effectively, and reduce handling distances. Results emphasize the practical relevance and broad transferability of this new approach to multiple contexts of warehouse operation.

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Publication Details

Journal
Procedia Computer Science
Published
2026-01-01
DOI
https://doi.org/10.1016/j.procs.2026.02.388
Primary Topic
Advanced Manufacturing and Logistics Optimization
Type
article
Field-Weighted Citation Impact
0.00
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article

Simulation-Based Assessment of Warehouse Logistics: A Case Study in Beverage Distribution

Tsega Y. Melesse, Pier Francesco Orrù, Mattia Braggio, Mohamed Shameer Peer et al.
Procedia Computer Science
Advanced Manufacturing and Logistics Optimization
article

Simulation-Based Assessment of Warehouse Logistics: A Case Study in Beverage Distribution

Tsega Y. Melesse, Pier Francesco Orrù, Mattia Braggio, Mohamed Shameer Peer, Jacopo Sanna
article en

Abstract

Recent worldwide disruptions, including supply chains, geopolitical tensions, and shifting trade policies, have underscored the strategic importance of effective and flexible warehouse logistics. This work outlines an approach that is transferable to multiple contexts for the design of warehouse configurations and storage policies using simulation, with the specific objective of maximizing the use of available areas, improving the efficiency of operations, and enabling responsiveness to seasonal fluctuations in demand during the year. The model takes into account the classification of items based on their rate of turn, strategic location of storage, and simulation modeling reinforced with key performance indicators (KPIs) to provide data-based decision support. An example is demonstrated through its application in an Italian warehouse, with the specific responsibility of distributing drinks in the geographically remote island of Sardinia, with the complications of seasonal fluctuations in demand patterns. Using the AnyLogic simulation, this study analyses multiple storage layouts and assesses a flexible, mobile rack system to enhance receiving efficiency, utilise floor space effectively, and reduce handling distances. Results emphasize the practical relevance and broad transferability of this new approach to multiple contexts of warehouse operation.

Procedia Computer ScienceVol. 277
University of Cagliari (IT)
Openalex Percentile: Top 11%
Advanced Manufacturing and Logistics Optimization
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