使用可穿戴多传感器姿态估计的手动装配操作的连续人体工程学风险感知

IF 1.9 4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Assembly Automation Pub Date : 2021-12-21 DOI:10.1108/aa-03-2021-0027
Wei Fang, Mingyu Fu, Lianyu Zheng
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引用次数: 2

摘要

本课题旨在对人工装配过程中的操作人员进行实时、准确的人机工程学分析,在遇到劳力过多、不合理的装配操作时,识别潜在的人机工程学伤害。设计/方法/方法:本文提出了一种基于多传感器的可穿戴系统,以跟踪工人的姿势,进行连续的人体工程学评估,而不是通过安排许多观察者来获取人体数据进行人体工程学评估。此外,考虑到所提出的可穿戴系统所提供的准确的车间颈部姿势数据,提出了一种对偶发姿势变化具有鲁棒性的连续快速上肢评估方法,用于评估人工装配过程中颈部和上背部的风险。实验结果表明,该方法能够有效地检索人工装配过程中的人体活动数据,为人工装配过程中的连续人机工程学评估提供了灵活、准确的方法。提出的基于多传感器的可穿戴姿态采集系统,通过连续采集的姿态数据,实现实时、高精度的人机工程学分析,为人工装配过程的人机工程学评估提供更客观的指标。
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Continuous ergonomic risk perception for manual assembly operations using wearable multi-sensor posture estimation
Purpose This paper aims to perform the real-time and accurate ergonomics analysis for the operator in the manual assembly, with the purpose of identifying potential ergonomic injuries when encountering labor-excessive and unreasonable assembly operations. Design/methodology/approach Instead of acquiring body data for ergonomic evaluation by arranging many observers around, this paper proposes a multi-sensor based wearable system to track worker’s posture for a continuous ergonomic assessment. Moreover, given the accurate neck postural data from the shop floor by the proposed wearable system, a continuous rapid upper limb assessment method with robustness to occasional posture changes, is proposed to evaluate the neck and upper back risk during the manual assembly operations. Findings The proposed method can retrieve human activity data during manual assembly operations, and experimental results illustrate that the proposed work is flexible and accurate for continuous ergonomic assessments in manual assembly operations. Originality/value Based on the proposed multi-sensor based wearable system for posture acquisition, a real-time and high-precision ergonomics analysis is achieved with the postural data arrived continuously, it can provide a more objective indicator to assess the ergonomics during manual assembly.
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来源期刊
Assembly Automation
Assembly Automation 工程技术-工程:制造
CiteScore
4.30
自引率
14.30%
发文量
51
审稿时长
3.3 months
期刊介绍: Assembly Automation publishes peer reviewed research articles, technology reviews and specially commissioned case studies. Each issue includes high quality content covering all aspects of assembly technology and automation, and reflecting the most interesting and strategically important research and development activities from around the world. Because of this, readers can stay at the very forefront of industry developments. All research articles undergo rigorous double-blind peer review, and the journal’s policy of not publishing work that has only been tested in simulation means that only the very best and most practical research articles are included. This ensures that the material that is published has real relevance and value for commercial manufacturing and research organizations.
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