Metaverse for Intelligent Asset Management

Ravdeep Kour, R. Karim, Amit Patwardhan, Manish Kumar, Hanna Eriksson, U. Kumar
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Abstract

Industries are utilising Artificial Intelligence (AI) and digital technologies to facilitate asset management. Increased implementation of AI and digital technologies requires new concepts to facilitate and simplify the Human- System-Interaction (HSI) in industrial contexts. One of the concepts for improving the HSI is by enabling a multi-space environment that integrates the physical space and the virtual space. Such a multi-space environment, materialised as metaverse, aims to augment the interaction between liveware, software, and hardware. In industry, the concept of metaverse can be used to facilitate various industrial processes, such as asset management, operation, and maintenance. One of the main challenges when enabling a metaverse in industrial contexts is the aspect of visualisation of physical and virtual assets. Asset visualisation can be supported through various emerging technologies such as gaming technology, Virtual Reality (VR), Augmented Reality (AR), and eXtented Reality (XR).In this paper, the applicability of such advanced technologies i.e., eXtended Reality (XR) have been reviewed for the asset management within various industrial domains. To carry out this research work, literature review has been conducted related to available XR technologies and their applications within the industries. It has been found that these technologies are available, but not applied in industrial asset management. Thus, the aim of this paper is to describe the developed Metaverse for asset management to enhance the operation and maintenance processes in industrial contexts utilising AI, digitalisation, and XR technologies.The developed Metaverse has been verified using a case study in railway using railway’s digital assets within eMaintenance LAB. The practical implication of the findings from this work will benefit in increased efficiency and effectiveness of the operation and maintenance processes in various industrial domains.
智能资产管理的元宇宙
行业正在利用人工智能(AI)和数字技术来促进资产管理。人工智能和数字技术的增加实施需要新的概念来促进和简化工业环境中的人类系统交互(HSI)。改善HSI的概念之一是通过实现集成物理空间和虚拟空间的多空间环境。这样一个多空间的环境,被物质化为虚拟世界,旨在增强直播、软件和硬件之间的互动。在工业中,元概念可用于促进各种工业流程,例如资产管理、操作和维护。在工业环境中启用元环境的主要挑战之一是物理和虚拟资产的可视化方面。资产可视化可以通过各种新兴技术来支持,例如游戏技术、虚拟现实(VR)、增强现实(AR)和扩展现实(XR)。在本文中,这些先进的技术,即扩展现实(XR)在各种工业领域的资产管理的适用性进行了审查。为了开展这项研究工作,对现有的XR技术及其在行业中的应用进行了文献综述。研究发现,这些技术是可用的,但在工业资产管理中没有得到应用。因此,本文的目的是描述开发的用于资产管理的元宇宙,以利用人工智能、数字化和XR技术增强工业环境中的操作和维护过程。开发的Metaverse已经通过维护实验室中使用铁路数字资产的铁路案例研究进行了验证。本研究结果的实际意义将有助于提高各个工业领域的操作和维护过程的效率和有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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