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基于区块链的减少新冠疫苗浪费的解决方案。

Blockchain-based solution for COVID-19 vaccine waste reduction.

作者信息

Musamih Ahmad, Salah Khaled, Jayaraman Raja, Yaqoob Ibrar, Al-Hammadi Yousof, Antony Jiju

机构信息

Department of Industrial and Systems Engineering, Khalifa University of Science and Technology, Abu Dhabi 127788, United Arab Emirates.

Department of Electrical Engineering and Computer Science, Khalifa University of Science and Technology, Abu Dhabi 127788, United Arab Emirates.

出版信息

J Clean Prod. 2022 Oct 20;372:133619. doi: 10.1016/j.jclepro.2022.133619. Epub 2022 Aug 19.

Abstract

Coronavirus 2019 (COVID-19) vaccines have been produced on a large scale since 2020. However, large-scale vaccine production has led to two forms of waste; namely, overproduction and underutilization. Most of today's systems and technologies used to manage waste data related to COVID-19 vaccines fall short of providing transparency, traceability, accountability, trust, and security features. In this paper, we address the problem of COVID-19 vaccines waste due to their overproduction and underutilization. We propose a blockchain-based solution that is composed of five phases: registration, commitment; production and delivery; consumption; and waste assessment. These phases make up the complete life cycle of a COVID-19 vaccine, and they are governed by several smart contracts to ensure accountability of all the actions taken by the involved entities and reduce any excessive waste caused by overproduction, overordering, or underconsumption. We ensure security, traceability, and data provenance by recording all actions through smart contracts in the form of events on an immutable ledger. We utilize decentralized storage such as the InterPlanetary File System (IPFS) to reduce the costs posed by large-sized file storage when stored on-chain. We present algorithms that describe the logic behind our developed smart contracts. We test and validate the functionalities of our proposed solution. We conduct security, cost, and scalability analyses to show that our solution is affordable, scalable, and secure. We compare our solution with the existing blockchain-based solutions to show its novelty and superiority. The smart contract code is made publicly available on GitHub.

摘要

自2020年以来,2019冠状病毒病(COVID-19)疫苗已大规模生产。然而,大规模疫苗生产导致了两种形式的浪费,即生产过剩和利用不足。当今用于管理与COVID-19疫苗相关的废物数据的大多数系统和技术都缺乏透明度、可追溯性、问责制、信任和安全功能。在本文中,我们解决了由于COVID-19疫苗生产过剩和利用不足而导致的疫苗浪费问题。我们提出了一种基于区块链的解决方案,该方案由五个阶段组成:注册、承诺;生产与交付;消费;以及废物评估。这些阶段构成了COVID-19疫苗的完整生命周期,并且由多个智能合约进行管理,以确保相关实体所采取的所有行动都具有可问责性,并减少因生产过剩、订购过多或消费不足而造成的任何过度浪费。我们通过在不可变账本上以事件的形式通过智能合约记录所有行动,来确保安全性、可追溯性和数据来源。我们利用诸如星际文件系统(IPFS)之类的去中心化存储来降低链上存储大型文件时所带来的成本。我们展示了描述我们所开发的智能合约背后逻辑的算法。我们测试并验证了我们所提出的解决方案的功能。我们进行了安全性、成本和可扩展性分析,以表明我们的解决方案是经济实惠、可扩展且安全的。我们将我们的解决方案与现有的基于区块链的解决方案进行比较,以展示其新颖性和优越性。智能合约代码已在GitHub上公开提供。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cf62/9389451/9d902ec08081/gr1_lrg.jpg

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