機械加工作業における学習過程の分類方法に関する研究

Takefumi Oku, Kenji Hirano, Shu Yamada

研究成果: Article査読

抄録

In the learning process for the operation of the machine tool, there's are two groups: one with a higher ability to finish within the allotted time and targeted workpiece size within the allowed tolerance, and one with lower ability that requires more practice to achieve the desired target outcome. However, it is difficult to forecast if the target is going to be achieved applying only the results from the early stage of the learning process. Moreover, there are problems determining learning process tendencies due to differences in trainees' abilities to learn the aspects of machine tool operations and the large variances in target workpiece sizes obtained from the training results. Therefore, this paper proposes a classification method for tendencies in the learning process in an attempt to develop a training method that matched the trainee's results. Using the Maharanobis-Taguchi System, it is possible to calculate a forecast for learning situations by evaluating the first half of repeated training. This method is applied to a practical case and the effectiveness of the method is indicated.

寄稿の翻訳タイトルA classification method for the learning process in machine tool operation
本文言語Japanese
ページ(範囲)10-20
ページ数11
ジャーナルJournal of Japan Industrial Management Association
70
1
DOI
出版ステータスPublished - 2019 1 1

Keywords

  • Machine tool operation
  • Maharanobis-Taguchi system
  • Practical training
  • Tendency of learning process

ASJC Scopus subject areas

  • 戦略と経営
  • 経営科学およびオペレーションズ リサーチ
  • 産業および生産工学
  • 応用数学

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