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Wearable IMU-based real-time motion warning system for construction workers' musculoskeletal disorders prevention

机译:基于可穿戴式IMU的实时运动预警系统,可预防建筑工人的肌肉骨骼疾病

摘要

The prevalent work-related musculoskeletal disorders (WMSDs) around lower back and neck amongst construction workers are precursors of operational injury in the construction industry. As a significant risk factor of WMSDs, time spent in insecure operational postures should be proactively prevented. This study developed a real-time motion warning personal protective equipment (PPE) that enables workers' self-awareness and self-management of ergonomically hazardous operational pattern for the prevention of WMSDs based on wearable Inertial Measurement Units (WIMUs). Data processing and real-time warning algorithms are proposed for automatically risk postures assessment and warning through a connected smartphone application as soon as dangerous operational patterns are detected. The system was tested and validated with robust clinical motion data output and effective alarm ringing in both laboratory and field experiments on a construction site in Hong Kong. The proposed PPE provides an alternative to help construction workers prevent WMSDs without disturbance and distraction in operations.
机译:建筑工人中下背部和颈部周围普遍存在的与工作有关的肌肉骨骼疾病(WMSD)是建筑行业操作伤害的先兆。作为WMSD的重要风险因素,应积极防止在不安全的操作姿势中花费的时间。这项研究开发了一种实时运动预警个人防护设备(PPE),它使工人能够根据可穿戴的惯性测量单元(WIMU)进行自我意识和自我管理,以预防WMSD。提出了数据处理和实时警告算法,以在检测到危险的操作模式时通过连接的智能手机应用程序自动进行风险状态评估和警告。该系统在香港某建筑工地的实验室和现场实验中均通过强大的临床运动数据输出和有效的警报铃声进行了测试和验证。拟议的个人防护装备提供了一种替代方案,可帮助建筑工人预防WMSD,而不会在操作中造成干扰和干扰。

著录项

  • 作者

    Yan X; Li H; Li AR; Zhang H;

  • 作者单位
  • 年度 2017
  • 总页数
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类

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