Modeling Risk Prioritization of a Manufacturing Supply Chain using Discrete Event Simulation
Paper i proceeding, 2023

Supply chains face a myriad of adverse risks that impact their daily operations and make them vulnerable. In addition, supply chains continue to grow in size and complexity which further sophisticates the problem. Lack of a structured approach and limitations in existing risk management methods contribute towards effective mitigation strategies not being properly developed. In this paper, we develop a discrete event simulation modelling approach to quantify the performance and risk assessment of a manufacturing supply chain in Sweden which is under the impact of risks. This approach could support decision makers by prioritizing risks according to their performance impact and facilitating the development of mitigation strategies to enhance the resilience of the supply chain. The conceptual digital model can also be used to generate synthetic data to build an artificial intelligence-enhanced predictive demonstrator model to showcase capabilities for building data-driven resilience of the supply chain.

Författare

Arpita Chari

Chalmers, Industri- och materialvetenskap, Produktionssystem

Silvan Marti

Chalmers, Industri- och materialvetenskap, Produktionssystem

Paulo Victor Lopes

Chalmers, Industri- och materialvetenskap, Produktionssystem

Instituto Tecnológico de Aeronáutica (ITA)

Björn Johansson

Chalmers, Industri- och materialvetenskap, Produktionssystem

Mélanie Despeisse

Chalmers, Industri- och materialvetenskap, Produktionssystem

Johan Stahre

Chalmers, Industri- och materialvetenskap, Produktionssystem

Proceedings - Winter Simulation Conference

08917736 (ISSN)


9798350369663 (ISBN)

2023 Winter Simulation Conference (WSC)
San Antonio, USA,

RE4DY: European “data as a pRoduct” Value Ecosystems for resilient factory 4 .0 Product and proDuction continuitY and sustainability

Europeiska kommissionen (EU) (101058384), 2022-06-01 -- 2025-06-30.

Digitala Stambanan Produktion

VINNOVA (2021-02421), 2021-07-01 -- 2024-07-01.

Ämneskategorier

Produktionsteknik, arbetsvetenskap och ergonomi

Transportteknik och logistik

DOI

10.1109/WSC60868.2023.10407643

Mer information

Senast uppdaterat

2024-03-08