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Examining the Effect of Cyber Twin and Blockchain Technologies for Industrial Applications Using AI

机译:研究网络孪生和区块链技术对使用 AI 的工业应用的影响

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摘要

In current generation the concept of cyber twin technology has been emerging as an improved platform for different applications. This paper emphasize on examining the effect of cyber twin technology for manufacturing equipment in Industry 4.0 applications by solving three different elementary objectives. For the proposed conception a new system model is identified for integrating triobjective cases with artificial intelligence algorithm. In addition, high security measures are also incorporated using blockchain technology which is one basic requirement for industrial applications for creating real twins. Both system model and algorithm have been combined for providing effective performance in real time using a physical entity. The effectiveness of the proposed model is tested with sensor prototype and simulated with four scenarios where the projected model provides better performance for more than 72 when compared with existing methodologies.
机译:在当前这一代,网络孪生技术的概念已经成为不同应用的改进平台。本文重点通过解决三个不同的基本目标来研究网络孪生技术在工业 4.0 应用中对制造设备的影响。针对所提出的构想,确定了一种新的系统模型,用于将三目标案例与人工智能算法相结合。此外,使用区块链技术还采用了高安全性措施,这是创建真实孪生的工业应用的基本要求之一。系统模型和算法都已结合在一起,以使用物理实体实时提供有效的性能。使用传感器原型测试了所提出模型的有效性,并在四种场景中进行了仿真,与现有方法相比,预测模型提供了超过72%的更好性能。

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