区块链协同信息共享对供应链的影响:一项模拟研究

IF 6.9 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Aaliya Sarfaraz, Ripon K. Chakrabortty, Daryl L. Essam
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引用次数: 3

摘要

供应链的盈利能力与所有利益相关者的稳定性以及他们在有效和高效的沟通机制下一致的信息共享成正比。供应链中缺乏协调可能导致各种效率低下,如牛鞭效应(BWE)和产品不可获得性。在所有供应链参与者将获得相同信息的假设下,共享消费者需求的重要性已经通过综合研究进行了量化。然而,只有少数研究在考虑其对SC整体效率的影响时,研究了最小协调或有限信息可见性的影响。这项工作主要利用区块链技术(BCT)来创建仿真模型。为此,首先开发了基于SC bwe的模型。然后,模拟了一个基于区块链的鲁棒信息共享系统。此外,信息共享具有挑战性,SC利益相关者可能并不真正信任彼此,因此不愿共享敏感信息。考虑到这一点,本文提出了一种改进的权威证明(PoA)共识算法,该算法将增加对分散SC模型的信任。我们进行了多次实验来证明我们的方法的有效性,仿真结果清楚地证明了通过区块链在供应链中共享信息的有效性,以及合作伙伴之间的信任倾向于提高整体供应链效率并降低BWE。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The implications of blockchain-coordinated information sharing within a supply chain: A simulation study

The profitability of a supply chain (SC) is proportional to the stability of all its stakeholders as well as their consistent information sharing with an effective and efficient communication mechanism. Various inefficiencies, such as the bullwhip effect (BWE) and product unavailability, may be caused by a lack of coordination in an SC. The importance of sharing consumer demand has been quantified by comprehensive studies under the assumption that all SC participants will access the same information. However, only a few studies have studied the effect of minimal coordination or limited visibility of information while considering their effect on the overall efficiency of an SC. This work primarily leverages blockchain technology (BCT) to create a simulation model. To do this, an SC BWE-based model is initially developed. Following that, a blockchain-based robust information sharing system is simulated. Furthermore, information sharing is challenging, and SC stakeholders may not really trust each other and hence be reluctant to share sensitive information. Considering that, this paper propose an improved proof-of-authority (PoA) consensus algorithm that will increase trust in a decentralized SC model. Multiple experiments are carried out to demonstrate the effectiveness of our approach, and the simulation results clearly demonstrate the effectiveness of information sharing in a supply chain via blockchain, as well as that trust between partners tends to increase overall SC efficiency and reduce BWE.

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来源期刊
CiteScore
11.30
自引率
3.60%
发文量
0
期刊介绍: Blockchain: Research and Applications is an international, peer reviewed journal for researchers, engineers, and practitioners to present the latest advances and innovations in blockchain research. The journal publishes theoretical and applied papers in established and emerging areas of blockchain research to shape the future of blockchain technology.
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