Assessing Physical Internet potential for Humanitarian Supply Chains

Grest, Manon; Lauras, Matthieu; Montreuil, Benoît

doi:10.24251/hicss.2021.251

Cited by 5 publications

(6 citation statements)

References 12 publications

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“…The implementation of the Physical Internet will result in hyperconnected supply chain systems with densely connected actors and components . Guided by the principles of the Physical Internet, especially openness, interconnectivity, and accessibility, the hyperconnected HSC will revolutionize its logistics in terms of network design and operational management (Grest, Inan, et al, 2021;Montreuil, 2012). Seamless flow consolidation and assets sharing will be feasible, which will lead to faster information, physical, and financial flows of HSCs .…”

Section: Physical Internet Potential For Hyperconnected Humanitarian ...mentioning

confidence: 99%

“…Consistent with the prospects of HSCs, the Physical Internet aims to establish a hyperconnected global logistics system that enables better efficiency and sustainability (Montreuil, 2017;Montreuil et al, 2013). While projecting the Physical Internet principles to the HSCs is attractive, the transformation towards hyperconnectivity should be a long-term step-by-step process that requires a significant investment (Grest, Inan, et al, 2021). Furthermore, the resulting hyperconnected state is also a challenge that humanitarian organizations need to handle.…”

Section: Introductionmentioning

confidence: 99%

“…Most of the existing studies are confined to qualitative assessments (Abdoulkadre et al, 2014;Grest et al, 2019). The few quantitative studies are still limited to traditional metrics critical to commercial supply chains, such as agility, resilience, and sustainability, and do not adequately consider the specificity of HSCs (Grest, Inan, et al, 2021;.…”

Section: Introductionmentioning

confidence: 99%

See 2 more Smart Citations

Deconstructing Review Deception: A Study on Counterfactual Explanation and XAI in Detecting Fake and GPT-Generated Reviews

Chernyaeva,

Hong,

Lee

2024

Proceedings of the Annual Hawaii International Conference on System Sciences

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The escalating disasters and increasingly complex external environment are forcing humanitarian organizations to continually improve their operations to provide better humanitarian relief. Transformation towards hyperconnected humanitarian supply chains is one of the most promising paths and the Physical Internet could provide a paradigm for this evolution. However, the impact of this shift on the humanitarian supply chain's performance, particularly readiness, has been understudied. To address this issue, a simulation-based assessment of hyperconnected humanitarian supply chains' response readiness is conducted.Different combinations of multiple potentials of the Physical Internet are simulated, and the corresponding effects on relief operations are analyzed. The findings of this work provide greater insight into the transformation towards hyperconnectivity and thus are helpful for decision-makers to design appropriate evolutionary avenues for today's humanitarian supply chains.

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Section: Physical Internet Potential For Hyperconnected Humanitarian ...mentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

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Deconstructing Review Deception: A Study on Counterfactual Explanation and XAI in Detecting Fake and GPT-Generated Reviews

Chernyaeva,

Hong,

Lee

2024

Proceedings of the Annual Hawaii International Conference on System Sciences

View full text Add to dashboard Cite

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“…They used the Analytic Hierarchy Process (AHP) method to figure out the weights of the Main criteria and sub-criteria, then, they used the TOPSIS method to rank the criteria and alternatives. Grest et al (2021) suggested a systems engineering-oriented structure, which included specific modeling features. Then they checked efficiently way the influence of physical Internet on the humanitarian base.…”

Section: Literature Reviewmentioning

confidence: 99%

Designing a post-disaster humanitarian supply chain using machine learning and multi-criteria decision-making techniques

Shakibaei

Farhadi-Ramin

Alipour-Vaezi

et al. 2023

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PurposeEvery day, small and big incidents happen all over the world, and given the human, financial and spiritual damage they cause, proper planning should be sought to deal with them so they can be appropriately managed in times of crisis. This study aims to examine humanitarian supply chain models.Design/methodology/approachA new model is developed to pursue the necessary relations in an optimal way that will minimize human, financial and moral losses. In this developed model, in order to optimize the problem and minimize the amount of human and financial losses, the following subjects have been applied: magnitude of the areas in which an accident may occur as obtained by multiple attribute decision-making methods, the distances between relief centers, the number of available rescuers, the number of rescuers required and the risk level of each patient which is determined using previous data and machine learning (ML) algorithms.FindingsFor this purpose, a case study in the east of Tehran has been conducted. According to the results obtained from the algorithms, problem modeling and case study, the accuracy of the proposed model is evaluated very well.Originality/valueObtaining each injured person's priority using ML techniques and each area's importance or risk level, besides developing a bi-objective mathematical model and using multiple attribute decision-making methods, make this study unique among very few studies that concern ML in the humanitarian supply chain. Moreover, the findings validate the results and the model's functionality very well.

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“…It is expected to help overcome the inefficiencies of the current logistics paradigm in the global volatile market context (Ballot et al, 2012). Indeed, significant efforts have been made to explore various applications and advanced techniques of PI in transportation and distribution aspects such as material handling system (Fahim et al, 2021;Hao Luo et al, 2021;Montreuil et al, 2010;Pan et al, 2017), interconnected modular containers (Lin et al, 2014;Sarraj et al, 2014), informational dimensions of PI-container (Sallez et al, 2016), auction logistics (Kong et al, 2016) and humanitarian SC (Grest et al, 2021). Its applications are also reaching to the operations of well-known firms such as Amazon, UPS and Fedex (Dans, 2019).…”

Section: Introductionmentioning

confidence: 99%

Knowledge mapping of digital twin and physical internet in Supply Chain Management: A systematic literature review

Nguyen

Duong

Nguyen

et al. 2022

International Journal of Production Economics

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Assessing Physical Internet potential for Humanitarian Supply Chains

Cited by 5 publications

References 12 publications

Deconstructing Review Deception: A Study on Counterfactual Explanation and XAI in Detecting Fake and GPT-Generated Reviews

Deconstructing Review Deception: A Study on Counterfactual Explanation and XAI in Detecting Fake and GPT-Generated Reviews

Designing a post-disaster humanitarian supply chain using machine learning and multi-criteria decision-making techniques

Knowledge mapping of digital twin and physical internet in Supply Chain Management: A systematic literature review

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