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VR-Based investigation of forklift operator situation awareness for preventing collision accidents

机译:基于VR的叉车操作员态势感知预防碰撞事故调查

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摘要

Forklifts are among the machines involved with the highest levels of occupational fatalities. As many accidents involved with a forklift can be attributed to the low situation awareness (SA) of the operator, it is essential to understand the factors influencing a forklift operator's SA for reducing forklift accidents, especially of collision type. Against this background, this research aims to investigate how a forklift operator's SA about other people around can be influenced by the type of subtasks they are carrying out. In this research, a virtual reality (VR) environment is used as the experiment environment, in which subjects perform a series of subtasks, such as driving, turning, reversing, loading and unloading, with a VR forklift simulation model. A SAGAT-an established SA measurement technique based on a series of queries targeting Level 1, 2, and 3 SA-is used as the main method to collect data about subjects' SA in the experiment. The analysis of the data reveals that a forklift operator is likely to have a reduced SA about the workers around when he/she is performing a loading or unloading task due to attention narrowing, which occurs when a person concentrates on a cognitively demanding task. The findings provide insights into how forklift operator SA could be improved through an SA-oriented safety training program and also how sensing technologies might assist forklift operators with maintaining a good SA.
机译:叉车是涉及最高职业病死率的机器之一。由于叉车涉及的许多事故都可归因于操作员的低态势感知(SA),因此有必要了解影响叉车操作员SA的因素,以减少叉车事故,尤其是碰撞事故。在此背景下,本研究旨在研究叉车操作员关于周围其他人的SA如何受到他们执行的子任务类型的影响。在这项研究中,将虚拟现实(VR)环境用作实验环境,在该环境中,受试者使用VR叉车仿真模型执行一系列子任务,如驾驶,转弯,倒车,装载和卸载。 SAGAT是一种成熟的SA测量技术,它基于一系列针对1级,2级和3级SA的查询,是在实验中收集有关受试者的SA数据的主要方法。对数据的分析表明,叉车操作员由于注意力狭窄而在执行装卸任务时,周围工人的SA可能会降低,这是因为人们注意力集中在需要认知的任务上。这些发现提供了有关如何通过面向SA的安全培训计划如何改善叉车操作员SA的见识,以及传感技术如何帮助叉车操作员保持良好SA的见解。

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  • 来源
    《Accident Analysis & Prevention》 |2020年第3期|105404.1-105404.9|共9页
  • 作者

  • 作者单位

    Seoul Inst Technol Maebongsan Ro 37 Seoul 03909 South Korea;

    Univ South Australia Sch Nat & Built Environm City East Campus Adelaide SA 5001 Australia;

    Hong Kong Polytech Univ Dept Bldg & Real Estate Kowloon Hung Hom 11 Yuk Choi Rd Hong Kong Peoples R China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Situation awareness; Forklift; Operator; Safety; Construction worker;

    机译:情况意识;叉车操作员;安全;建筑工人;

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