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沉浸式虚拟现实在智能制造中的应用:应用与艺术设计。

Immersive virtual reality application for intelligent manufacturing: Applications and art design.

机构信息

College of Humanities and Arts, Hunan International Economics University, Changsha, 410205, China.

Department of Information, School of Design and Art Changsha University of Science and Technology, Changsha 410076, China.

出版信息

Math Biosci Eng. 2023 Jan;20(3):4353-4387. doi: 10.3934/mbe.2023202. Epub 2022 Dec 23.

Abstract

Intelligent manufacturing (IM), sometimes referred to as smart manufacturing (SM), is the use of real-time data analysis, machine learning, and artificial intelligence (AI) in the production process to achieve the aforementioned efficiencies. Human-machine interaction technology has recently been a hot issue in smart manufacturing. The unique interactivity of virtual reality (VR) innovations makes it possible to create a virtual world and allow users to communicate with that environment, providing users with an interface to be immersed in the digital world of the smart factory. And virtual reality technology aims to stimulate the imagination and creativity of creators to the maximum extent possible for reconstructing the natural world in a virtual environment, generating new emotions, and transcending time and space in the familiar and unfamiliar virtual world. Recent years have seen a great leap in the development of intelligent manufacturing and virtual reality technologies, yet little research has been done to combine the two popular trends. To fill this gap, this paper specifically employs Preferred Reporting Items for Systematic Reviews and Meta-analysis (PRISMA) guidelines to conduct a systematic review of the applications of virtual reality in smart manufacturing. Moreover, the practical challenges and the possible future direction will also be covered.

摘要

智能制造(IM),有时也称为智能制造业(SM),是在生产过程中使用实时数据分析、机器学习和人工智能(AI)来实现上述效率。人机交互技术最近是智能制造中的一个热门话题。虚拟现实(VR)创新的独特交互性使得创建虚拟世界并允许用户与该环境进行通信成为可能,为用户提供了一个沉浸在智能工厂数字世界的接口。虚拟现实技术旨在最大限度地激发创作者的想象力和创造力,以便在虚拟环境中重建自然世界,产生新的情感,并在熟悉和陌生的虚拟世界中超越时间和空间。近年来,智能制造和虚拟现实技术取得了巨大的飞跃,但很少有研究将这两个热门趋势结合起来。为了填补这一空白,本文专门采用首选报告项目进行系统评价和荟萃分析(PRISMA)指南,对虚拟现实在智能制造中的应用进行系统评价。此外,还将涵盖实际挑战和可能的未来方向。

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