Journal of Robotics, Networking and Artificial Life

Volume 8, Issue 1, June 2021, Pages 33 - 36

Decision System for Plural Production Lines Layout by Using GA

Authors
Hidehiko Yamamoto1, *, Masato Noda2, Hirohumi Tsuji3, Yasuhisa Terawa3, Yoshinori Nakamura3, Masayuki Tsuchida3, Katsuaki Yamada4, Yukiyasu Kuriyama4
1Department of Mechanical Engineering, Gifu University, Yanagido 1-1, Gifu, Gifu 501-1194, Japan
2KIOXIA Corporation, Shibaura 3-1-21, Tokyo, Japan
3New Business Development Div., InfoFarm Co., Ltd, Yanaizu-cho Distribution Center 1-8-4, Gifu, Gifu 501-6123, Japan
4Production Div., Kai Industries Co., Ltd, Oyana 1110, Seki 501-3992, Japan
*Corresponding author. Email: yam-h@gifu-u.ac.jp
Corresponding Author
Hidehiko Yamamoto
Received 23 October 2020, Accepted 8 April 2021, Available Online 28 May 2021.
DOI
https://doi.org/10.2991/jrnal.k.210521.008How to use a DOI?
Keywords
Line layout, genetic algorithm, Chameleon-code, production line, walking time
Abstract

We develop the system to decide the efficient layout of assembly production line by using Genetic Algorithm (GA). We call the system as Decision System of Plural Production-lines-layout by GA (PPG). PPG decides the efficient layout of production line by using GA, work-flow-line acquired by Chameleon code and the machine breakdown data. PPG evaluates the layout efficiency by calculating the operator’s walking time to fix the machine breakdown occurred on the production line. By the evaluation, it is ascertained that PPG was useful.

Copyright
© 2021 The Authors. Published by Atlantis Press B.V.
Open Access
This is an open access article distributed under the CC BY-NC 4.0 license (http://creativecommons.org/licenses/by-nc/4.0/).

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Journal
Journal of Robotics, Networking and Artificial Life
Volume-Issue
8 - 1
Pages
33 - 36
Publication Date
2021/05/28
ISSN (Online)
2352-6386
ISSN (Print)
2405-9021
DOI
https://doi.org/10.2991/jrnal.k.210521.008How to use a DOI?
Copyright
© 2021 The Authors. Published by Atlantis Press B.V.
Open Access
This is an open access article distributed under the CC BY-NC 4.0 license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - JOUR
AU  - Hidehiko Yamamoto
AU  - Masato Noda
AU  - Hirohumi Tsuji
AU  - Yasuhisa Terawa
AU  - Yoshinori Nakamura
AU  - Masayuki Tsuchida
AU  - Katsuaki Yamada
AU  - Yukiyasu Kuriyama
PY  - 2021
DA  - 2021/05/28
TI  - Decision System for Plural Production Lines Layout by Using GA
JO  - Journal of Robotics, Networking and Artificial Life
SP  - 33
EP  - 36
VL  - 8
IS  - 1
SN  - 2352-6386
UR  - https://doi.org/10.2991/jrnal.k.210521.008
DO  - https://doi.org/10.2991/jrnal.k.210521.008
ID  - Yamamoto2021
ER  -