Automatic Measurement of Lead Time of Repetitive Assembly Work in a Factory Using a Wearable Sensor
-
- Namioka Yasuo
- Corporate Manufacturing Engineering Center, Toshiba Corporation
-
- Nakai Daisuke
- Graduate School of Information Science and Technology, Osaka University
-
- Ohara Kazuya
- Graduate School of Information Science and Technology, Osaka University
-
- Maekawa Takuya
- Graduate School of Information Science and Technology, Osaka University
抄録
<p>In this paper, we attempt to estimate lead time (duration) of each period of an operation process by a factory worker using a wrist-worn accelerometer. In a factory line production system, a worker repetitively performs predefined operation processes, and the lead time greatly affects productivity of the line production system. Our proposed method automatically finds a frequent sensor data segment as a “motif” that occurs once in each operation period using only prior knowledge about predefined standard lead time of the operation process, and uses the occurrence intervals of the motif to estimate the lead time.</p>
収録刊行物
-
- Journal of Information Processing
-
Journal of Information Processing 25 (0), 901-911, 2017
一般社団法人 情報処理学会
- Tweet
詳細情報 詳細情報について
-
- CRID
- 1390001205294500736
-
- NII論文ID
- 130006900149
-
- ISSN
- 18826652
-
- 本文言語コード
- en
-
- データソース種別
-
- JaLC
- Crossref
- CiNii Articles
-
- 抄録ライセンスフラグ
- 使用不可