論文

査読有り 責任著者
2021年12月3日

Rebar Worker Analysis Using a 3-Axis Accelerometer

Frontiers in Built Environment
  • Takuma Akaki
  • ,
  • Tomoyuki Gondo

7
記述言語
掲載種別
研究論文(学術雑誌)
DOI
10.3389/fbuil.2021.721742
出版者・発行元
Frontiers Media {SA}

<jats:p>The purpose of the present study is to grasp the situation of construction sites easily by distinguishing the movements of construction workers at construction sites from the accelerometer data attached to their waists. For the construction manager to accurately perceive the active or inactive state of his workers, their movements were classified into three distinct categories: walking, standing, and sitting. We tracked and observed two rebar workers for 5 days at a large building construction site. Their movements were classified by two-axis plots of (1) the difference between the maximum and minimum absolute values and (2) the value of acceleration at each second, and visualized by a heatmap among others for this trial. The results showed that despite the difficulty in distinguishing rebar work without a total body movement while sitting, the accuracy of discrimination was 60–80% in walking and sitting. From this analysis, we were able to identify repetitive tasks and the differences between morning and afternoon tasks. Furthermore, by applying simple visualization, we could concisely represent changes in work intensity over a relatively long period.</jats:p>

リンク情報
DOI
https://doi.org/10.3389/fbuil.2021.721742
ID情報
  • DOI : 10.3389/fbuil.2021.721742
  • ISSN : 2297-3362
  • ORCIDのPut Code : 107739093

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