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使用基于集群的区块链进行供应链管理的可靠框架,用于智能工业自动化
Eesa Alsolami1, Mahmoud Ahmad Al-Khasawenh2,3, Ala Abdulsalam Alarood4
1College of Computer Science and Engineering, University of Jeddah, Jeddah, 21959, Saudi Arabia. eaalsulami@uj.edu.sa.
Scientific reports
|July 2, 2025
概括
本研究介绍了一个基于集群的区块链框架,以加强工业自动化和供应链管理. 拟议的系统在软件开发项目集群中实现了93%的准确性,优化了区块链选择以改善工业流程.
科学领域:
- 工业自动化 工业自动化
- 供应链管理 供应链管理
- 区块链技术 区块链技术
- 智能计算是一种智能计算.
背景情况:
- 工业4.0需要智能机制来提高生产水平.
- 有效的供应链管理对于跟踪系统性能和提高制造业的产品质量至关重要.
- 现代工业自动化在很大程度上依赖于智能计算算法.
研究的目的:
- 提出一个可靠的供应链管理框架,使用基于集群的区块链技术.
- 使用区块链技术组织信息,并对智能工业自动化系统进行分析.
- 通过智能供应链解决方案提高产品质量和系统性能.
主要方法:
- 一个整合基于集群的区块链技术用于供应链管理的框架.
- 使用区块链技术进行信息组织和分析.
- 使用执行时间成本,准确性和平均错误值分析进行性能评估.
- 在软件开发应用中使用26个软件指标进行性能评估.
主要成果:
- 拟议的框架在软件开发项目聚类中实现了93%的准确性.
- 基于执行时间,准确性和平均误差的区块链性能分析.
- 证明了最佳集群大小选择对新项目的区块链准确性的影响.
结论:
- 基于集群的区块链技术为智能工业自动化提供了可靠的框架.
- 优化集群选择是实现高精度和适当区块链实施的关键.
- 该框架为提高供应链管理和产品质量提供了一种有价值的方法.
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