VR-based Training on Handling LNG Related Emergency in the Maritime Industry

Yisi Liu, Zirui Lan, B. Tschoerner, S. S. Virdi, Fan Li, Jian Cui, O. Sourina, Daniel Zhang, W. Müller-Wittig
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Abstract

The maritime industry is switching to new types of fuel such as Liquefied Natural Gas (LNG). On one hand, these kinds of fuel are more sustainable to the environment, on the other hand, training on handling such fuel safely and dealing with emergency situation is necessary. Videos and lecture-based learning is commonly used to deliver such knowledge to the maritime trainees. In recent years, the advances in Virtual Reality (VR) have brought new opportunities to such training. It provides an immersive while safe environment for training on certain operations that are extraordinary or dangerous in real life. It also allows the learners to practice the tasks repeatedly. The VR-based training is mostly used for improving technical skills, however, to guarantee a more efficient and better assessment of trainee's performance, nontechnical skills such as decision making, situation awareness, vigilance are needed to be assessed and trained as well. In this paper, a VR-based LNG evacuation training system is presented. The system provides two training scenarios for learning the evacuation procedure. A novel human factors evaluation based on the behavioral data captured by VR was proposed and integrated with the training, which includes both technical and non-technical skills assessment. An experiment with 14 subjects was conducted to validate the human factors evaluation and to get feedback towards the VR-based training.
基于vr的航运业液化天然气应急处理培训
海运业正在转向使用液化天然气(LNG)等新型燃料。一方面,这些燃料对环境更具可持续性,另一方面,安全处理这些燃料和处理紧急情况的培训是必要的。视频和讲座式学习通常用于向海事受训人员传授这些知识。近年来,虚拟现实(VR)技术的发展为此类培训带来了新的机遇。它提供了一个身临其境而又安全的环境,用于训练在现实生活中非常或危险的某些操作。它还允许学习者反复练习任务。基于虚拟现实的培训主要用于提高技术技能,但为了保证更有效、更好地评估受训者的绩效,也需要对决策、态势感知、警惕性等非技术技能进行评估和培训。本文提出了一种基于虚拟现实的LNG疏散训练系统。该系统提供了两个训练场景来学习疏散流程。基于虚拟现实捕获的行为数据,提出了一种新的人因评估方法,并将其与训练相结合,包括技术技能评估和非技术技能评估。通过14名被试的实验,验证了人因评估的有效性,并获得了对基于vr的训练的反馈。
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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