A basic study on analysis of heart rate variability in workers for dynamic production management in cellular manufacturing systems

Yoshitaka Tanimizu, Takayuki Katsumaru, Daiki Tanaka

Research output: Contribution to conferencePaper

Abstract

The objective of this study is to develop a new method for predicting the processing times of workers in cellular manufacturing systems. In our previous researches, a statistical approach was proposed for predicting the processing times of workers. However, the predicted processing times may not always coincide with the actual processing times since there are individual differences of the learning levels for workers and the decrease ratio of processing times of workers. Therefore, the new method uses the individual biological information such as the heart rate variability in workers in order to estimate the individual difference of learning levels of workers.

Original languageEnglish
Publication statusPublished - 2017 Nov 13
Externally publishedYes
Event9th International Conference on Leading Edge Manufacturing in 21st Century, LEM 2017 - Hiroshima City, Japan
Duration: 2017 Nov 132017 Nov 17

Other

Other9th International Conference on Leading Edge Manufacturing in 21st Century, LEM 2017
CountryJapan
CityHiroshima City
Period17/11/1317/11/17

Fingerprint

Cellular manufacturing
Processing

Keywords

  • Cellular manufacturing
  • Dynamic production management
  • Heart rate variability
  • Learning level

ASJC Scopus subject areas

  • Industrial and Manufacturing Engineering

Cite this

Tanimizu, Y., Katsumaru, T., & Tanaka, D. (2017). A basic study on analysis of heart rate variability in workers for dynamic production management in cellular manufacturing systems. Paper presented at 9th International Conference on Leading Edge Manufacturing in 21st Century, LEM 2017, Hiroshima City, Japan.

A basic study on analysis of heart rate variability in workers for dynamic production management in cellular manufacturing systems. / Tanimizu, Yoshitaka; Katsumaru, Takayuki; Tanaka, Daiki.

2017. Paper presented at 9th International Conference on Leading Edge Manufacturing in 21st Century, LEM 2017, Hiroshima City, Japan.

Research output: Contribution to conferencePaper

Tanimizu, Y, Katsumaru, T & Tanaka, D 2017, 'A basic study on analysis of heart rate variability in workers for dynamic production management in cellular manufacturing systems' Paper presented at 9th International Conference on Leading Edge Manufacturing in 21st Century, LEM 2017, Hiroshima City, Japan, 17/11/13 - 17/11/17, .
Tanimizu Y, Katsumaru T, Tanaka D. A basic study on analysis of heart rate variability in workers for dynamic production management in cellular manufacturing systems. 2017. Paper presented at 9th International Conference on Leading Edge Manufacturing in 21st Century, LEM 2017, Hiroshima City, Japan.
Tanimizu, Yoshitaka ; Katsumaru, Takayuki ; Tanaka, Daiki. / A basic study on analysis of heart rate variability in workers for dynamic production management in cellular manufacturing systems. Paper presented at 9th International Conference on Leading Edge Manufacturing in 21st Century, LEM 2017, Hiroshima City, Japan.
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