Collaborative, Distributed Simulations of Agri-Food Supply Chains : Analysis on How Linking Theory and Practice by Using Multi-agent Structures

Simulations help to understand and predict the behaviour of complex phenomena's, likewise distributed socio-technical systems or how stakeholders interacts in complex domains. Such domains are normally based on networked based interaction, where information, product and decision flows comes in...

Descripción completa

Detalles Bibliográficos
Autores principales: Fernández, Alejandro, Hernandez Hormazabal, Jorge E., Liu, Shaofeng, Panetto, Hervé, Pankow, Matías Nahuel, Sánchez, Esteban Martín
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2019
Materias:
Ciencias Informáticas
Digital transformation
Supply chain
Simulations
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/119021
https://link.springer.com/chapter/10.1007/978-3-030-28464-0_42
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-119021
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
Digital transformation
Supply chain
Simulations
spellingShingle Ciencias Informáticas
Digital transformation
Supply chain
Simulations
Fernández, Alejandro
Hernandez Hormazabal, Jorge E.
Liu, Shaofeng
Panetto, Hervé
Pankow, Matías Nahuel
Sánchez, Esteban Martín
Collaborative, Distributed Simulations of Agri-Food Supply Chains : Analysis on How Linking Theory and Practice by Using Multi-agent Structures
topic_facet Ciencias Informáticas
Digital transformation
Supply chain
Simulations
description Simulations help to understand and predict the behaviour of complex phenomena's, likewise distributed socio-technical systems or how stakeholders interacts in complex domains. Such domains are normally based on networked based interaction, where information, product and decision flows comes in to play, especially under the well-known supply chains structures. Although tools exist to simulate supply chains, they do not adequately support multiple stakeholders to collaboratively create and explore a variety of decision-making scenarios. Hence, in order to provide a preliminary understanding on how these interaction affects stakeholders decision-making, this research presents an study, analysis and proposal development of robust platform to collaboratively build and simulate communication among supply chain. Since realistic supply chain behaviours are complex, a multi-agent approach was selected in order to represent such complexities in a standardised manner. The platform provides agent behaviours for common agent patterns. It provides extension hotspots to implement more specific agent behaviour for expert users (that requires programming). Therefore, as key contribution, technical aspects of the platform are presented, and also the role of multi-level supply chain scenario simulation is discussed and analysed, especially under de context of digital supply chain transformation in the agri-food context. Finally, we discuss lessons learned from early tests with the reference implementation of the platform.
format Objeto de conferencia
Objeto de conferencia
author Fernández, Alejandro
Hernandez Hormazabal, Jorge E.
Liu, Shaofeng
Panetto, Hervé
Pankow, Matías Nahuel
Sánchez, Esteban Martín
author_facet Fernández, Alejandro
Hernandez Hormazabal, Jorge E.
Liu, Shaofeng
Panetto, Hervé
Pankow, Matías Nahuel
Sánchez, Esteban Martín
author_sort Fernández, Alejandro
title Collaborative, Distributed Simulations of Agri-Food Supply Chains : Analysis on How Linking Theory and Practice by Using Multi-agent Structures
title_short Collaborative, Distributed Simulations of Agri-Food Supply Chains : Analysis on How Linking Theory and Practice by Using Multi-agent Structures
title_full Collaborative, Distributed Simulations of Agri-Food Supply Chains : Analysis on How Linking Theory and Practice by Using Multi-agent Structures
title_fullStr Collaborative, Distributed Simulations of Agri-Food Supply Chains : Analysis on How Linking Theory and Practice by Using Multi-agent Structures
title_full_unstemmed Collaborative, Distributed Simulations of Agri-Food Supply Chains : Analysis on How Linking Theory and Practice by Using Multi-agent Structures
title_sort collaborative, distributed simulations of agri-food supply chains : analysis on how linking theory and practice by using multi-agent structures
publishDate 2019
url http://sedici.unlp.edu.ar/handle/10915/119021
https://link.springer.com/chapter/10.1007/978-3-030-28464-0_42
work_keys_str_mv AT fernandezalejandro collaborativedistributedsimulationsofagrifoodsupplychainsanalysisonhowlinkingtheoryandpracticebyusingmultiagentstructures
AT hernandezhormazabaljorgee collaborativedistributedsimulationsofagrifoodsupplychainsanalysisonhowlinkingtheoryandpracticebyusingmultiagentstructures
AT liushaofeng collaborativedistributedsimulationsofagrifoodsupplychainsanalysisonhowlinkingtheoryandpracticebyusingmultiagentstructures
AT panettoherve collaborativedistributedsimulationsofagrifoodsupplychainsanalysisonhowlinkingtheoryandpracticebyusingmultiagentstructures
AT pankowmatiasnahuel collaborativedistributedsimulationsofagrifoodsupplychainsanalysisonhowlinkingtheoryandpracticebyusingmultiagentstructures
AT sanchezestebanmartin collaborativedistributedsimulationsofagrifoodsupplychainsanalysisonhowlinkingtheoryandpracticebyusingmultiagentstructures
bdutipo_str Repositorios
_version_ 1764820447821561857

Ejemplares similares