The added value of hybrid simulation in the context of Supply Chains 4.0 dynamics

In today’s competitive business world, companies need to get better at making decisions. Simulation is key to this, as it helps them analyse different situations to find the best way to act. This is important because companies have to respond quickly to customer demands without spending too much money. The article examines how hybrid simulation can assist with supply chain management in various production sectors. To do this, it mixes a literature review and case studies to examine the benefits of hybrid simulation. The study examines a tool that has helped improve supply chains: hybrid simulation. This tool can be used to model complex systems and combine different simulation techniques to make decisions and improve supply chain performance. The paper reviews the main ideas about hybrid simulation and looks at how they have changed over time. It also looks at how many publications there are on "Discrete-Event Simulation" compared to other simulation techniques.

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Publication Details

Journal
Procedia Computer Science
Published
2026-01-01
DOI
https://doi.org/10.1016/j.procs.2026.02.436
Primary Topic
Simulation Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

The added value of hybrid simulation in the context of Supply Chains 4.0 dynamics

Paulo Urbano Ávila, Ana Ramos, André Ferreira, Luis Pinto Ferreira et al.
Procedia Computer Science
Simulation Techniques and Applications
article

The added value of hybrid simulation in the context of Supply Chains 4.0 dynamics

Paulo Urbano Ávila, Ana Ramos, André Ferreira, Luis Pinto Ferreira, José Vasconcelos Ferreira
article en

Abstract

In today’s competitive business world, companies need to get better at making decisions. Simulation is key to this, as it helps them analyse different situations to find the best way to act. This is important because companies have to respond quickly to customer demands without spending too much money. The article examines how hybrid simulation can assist with supply chain management in various production sectors. To do this, it mixes a literature review and case studies to examine the benefits of hybrid simulation. The study examines a tool that has helped improve supply chains: hybrid simulation. This tool can be used to model complex systems and combine different simulation techniques to make decisions and improve supply chain performance. The paper reviews the main ideas about hybrid simulation and looks at how they have changed over time. It also looks at how many publications there are on "Discrete-Event Simulation" compared to other simulation techniques.

Procedia Computer ScienceVol. 278
Institute of Mechanical Engineering and Industrial Mangement (PT), Laboratório Associado de Energia, Transportes e Aeronáutica (PT), University of Aveiro (PT), Polytechnic Institute of Porto (PT)
Openalex Percentile: Top 11%
Simulation Techniques and Applications
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The added value of hybrid simulation in the context of Supply Chains 4.0 dynamics — Paulo Urbano Ávila, Ana Ramos, et al. · Procedia Computer Science (2026) | TGRS Research Map | TGRS