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arXiv 2402.01689cs.CY
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工业5.0中的预测性健康分析:建筑领域运动捕捉的文献计量与系统综述

Predictive Health Analysis in Industry 5.0: A Scientometric and Systematic Review of Motion Capture in Construction

Md Hadisur Rahman, Md Rabiul Hasan, Nahian Ismail Chowdhury, Md Asif Bin Syed, Mst Ummul Farah

AI总结:

本研究通过文献计量与系统综述方法,分析了建筑领域运动捕捉系统的应用,发现其能改善工人健康安全、减少职业危害,并识别出主要测试任务及对无标记系统的偏好。

摘要:

在技术快速进步的时代,工业4.0的兴起促使各行业追求流程上的创新改进。随着我们迈向更注重人与智能系统协作的工业5.0,对用于医疗保健和安全目的的更好传感技术的需求日益增长。因此,运动捕捉(MoCap)系统已成为这一技术演进中的关键推动因素,在各种工作场所(包括建筑)中提供了无与伦比的精度和多功能性。由于建筑工作场所需要体力要求高的任务,导致工作相关的肌肉骨骼疾病(WMSDs)和健康问题,本研究探讨了MoCap系统在工业4.0和5.0概念中日益增长的相关性。尽管其重要性日益凸显,但仍缺乏全面的研究,即定量评估MoCap系统在建筑中作用的文献计量综述。我们的研究结合了文献计量学、科学计量学和系统综述方法来解决这一空白,分析了来自Scopus数据库的文章。从962篇论文中精心筛选出52篇论文,用于采用科学计量学方法的定量研究和定性深入检查。结果表明,MoCap系统被用于改善工人健康和安全,并减少职业危害。深入研究发现,测试最多的建筑任务是砌筑、起重、培训和攀爬,且明显偏好无标记系统。

英文摘要:

In an era of rapid technological advancement, the rise of Industry 4.0 has prompted industries to pursue innovative improvements in their processes. As we advance towards Industry 5.0, which focuses more on collaboration between humans and intelligent systems, there is a growing requirement for better sensing technologies for healthcare and safety purposes. Consequently, Motion Capture (MoCap) systems have emerged as critical enablers in this technological evolution by providing unmatched precision and versatility in various workplaces, including construction. As the construction workplace requires physically demanding tasks, leading to work-related musculoskeletal disorders (WMSDs) and health issues, the study explores the increasing relevance of MoCap systems within the concept of Industry 4.0 and 5.0. Despite the growing significance, there needs to be more comprehensive research, a scientometric review that quantitatively assesses the role of MoCap systems in construction. Our study combines bibliometric, scientometric, and systematic review approaches to address this gap, analyzing articles sourced from the Scopus database. A total of 52 papers were carefully selected from a pool of 962 papers for a quantitative study using a scientometric approach and a qualitative, indepth examination. Results showed that MoCap systems are employed to improve worker health and safety and reduce occupational hazards.The in-depth study also finds the most tested construction tasks are masonry, lifting, training, and climbing, with a clear preference for markerless systems.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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