Virtrul reality and artificial intelligence support future training development

Miao Li, Lijuan Li, Risheng Jiao, Hongguang Xiao
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引用次数: 6

Abstract

With the developing of modern training, advanced requirements of training process such as creative, economical, realistic, safety have been proposed. It is hard for tradition training method to satisfy the training requirement of new technology and equipment in the background of modern industry. Traditional training methods were facing severe challenges. In order to solve the complex technical training problem in the modern industry background, we put forward the opinion that virtual reality and artificial intelligence support the future intelligent training. In this paper, we first presented virtual reality technology as the foundation of future training facilities. Then, we put forward artificial intelligence were the method of generation of intelligent training cases. Following that, we stated rewards the mode that it is resort to advanced big data and information technology to complete base data collection of the case and it is intelligent to generate case model with artificial intelligence and machine learning. To illustrate those points, we provided a case of virtual reality applying in training system simulation field for power system two overhaul, including problem proposition, solution concept, solution result and application prospect. In the end, we summed up the whole paper. The strategies and opinions put forward in this paper can not only help us to understand virtual reality and artificial intelligence's effects in the process of building intelligent training in the future but also render new ideas and inspirations for experts working in virtual reality researching, machine learning and artificial intelligent decision-making, power system simulation and some related areas. Furthermore, it provided the conceptual support for constructing intelligent training, intelligent manufacture, as well as intelligent China.
虚拟现实和人工智能支持未来的培训发展
随着现代培训的发展,对培训过程提出了创造性、经济性、现实性、安全性等更高的要求。传统的培训方法已难以满足现代工业背景下对新技术、新装备的培训要求。传统的培训方法面临严峻挑战。为了解决现代工业背景下复杂的技术培训问题,我们提出了虚拟现实和人工智能支持未来智能培训的观点。在本文中,我们首先提出了虚拟现实技术作为未来培训设施的基础。然后,我们提出了人工智能生成智能训练案例的方法。在此基础上,我们阐述了利用先进的大数据和信息技术完成案例基础数据采集,利用人工智能和机器学习生成案例模型的智能模式。为了说明这些观点,我们提供了一个虚拟现实在电力系统二次大修培训系统仿真领域的应用案例,包括问题提出、解决方案概念、解决结果和应用前景。最后,我们对全文进行了总结。本文提出的策略和观点不仅可以帮助我们了解虚拟现实和人工智能在未来智能训练建设过程中的作用,而且可以为从事虚拟现实研究、机器学习和人工智能决策、电力系统仿真等相关领域的专家提供新的思路和启示。为建设智能培训、智能制造、智能中国提供了理念支撑。
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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