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首页> 外文期刊>Journal of Computing in Civil Engineering >Motion Data-Driven Biomechanical Analysis during Construction Tasks on Sites
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Motion Data-Driven Biomechanical Analysis during Construction Tasks on Sites

机译:现场施工任务期间运动数据驱动的生物力学分析

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Work-related musculoskeletal disorders (WMSDs) are one of the major health issues that workers frequently experience due to awkward postures or forceful exertions during construction tasks. Among available job analysis methods, biomechanical models have been widely applied to assess musculoskeletal risks that may contribute to the development of WMSDs based on motion data during occupational tasks. Recently, with the advent of vision-based motion capture approaches, it has become possible to collect the motion data required for biomechanical analysis under real conditions. However, vision-based motion capture approaches have not been applied to biomechanical analysis because of compatibility issues in body models of the motion data and computerized biomechanical analysis tools. To address this issue, automated data processing is focused on to convert motion data into available data in existing biomechanical analysis tools, given the BVH motion data from vision-based approaches. To examine the feasibility of the proposed motion data processing, an experiment for both static and dynamic biomechanical analyses was conducted on lifting tasks. The results indicate that vision-based motion capture data-converted as proposed in this paper-can provide a sufficient level of detail on human kinematics to conduct biomechanical analysis, thus allowing for the identification of particular body parts where excessive forces are placed during tasks. The issues and directions of future research are also discussed to perform on-site biomechanical analysis during construction tasks. (C) 2014 American Society of Civil Engineers.
机译:与工作有关的肌肉骨骼疾病(WMSD)是工人在施工任务期间由于姿势笨拙或用力过度而经常遇到的主要健康问题之一。在可用的工作分析方法中,生物力学模型已被广泛应用于评估肌肉骨骼风险,该风险可能基于职业任务中的运动数据而导致WMSD的发展。近来,随着基于视觉的运动捕捉方法的出现,已经有可能在真实条件下收集生物力学分析所需的运动数据。但是,由于运动数据和计算机化的生物力学分析工具的人体模型中存在兼容性问题,因此基于视觉的运动捕获方法尚未应用于生物力学分析。为了解决这个问题,鉴于基于视觉方法的BVH运动数据,自动数据处理的重点是将运动数据转换为现有生物力学分析工具中的可用数据。为了检查提出的运动数据处理的可行性,对提升任务进行了静态和动态生物力学分析的实验。结果表明,如本文中所建议的那样,基于视觉的运动捕获数据转换后,可以提供有关人体运动学的足够详细的信息,以进行生物力学分析,从而可以识别出在执行任务时施加过大力的特定身体部位。还讨论了未来研究的问题和方向,以便在施工任务期间进行现场生物力学分析。 (C)2014年美国土木工程师学会。

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