A Proposal for Edge Application Framework for Smart Factory

Masaki Sakai, Tsuyoshi Nakajima, Kazuya Takahashi

研究成果: Conference contribution

抄録

In order to improve the productivity of a factory, it is often the case to create an inference model by analyzing data from the machines in the production line, and then to develop an edge application which judges the quality of the products or diagnoses faults of the machines in real time. However, it is difficult to generate an edge application only by deploying the model, because of the variety of data collection and preprocessing methods. To solve this problem, a framework for developing edge applications semi-automatically from inference models is proposed. An actual edge application is prototyped, which proves that the proposed framework concept is feasible.

本文言語English
ホスト出版物のタイトルProceedings - 2020 IEEE 44th Annual Computers, Software, and Applications Conference, COMPSAC 2020
編集者W. K. Chan, Bill Claycomb, Hiroki Takakura, Ji-Jiang Yang, Yuuichi Teranishi, Dave Towey, Sergio Segura, Hossain Shahriar, Sorel Reisman, Sheikh Iqbal Ahamed
出版社Institute of Electrical and Electronics Engineers Inc.
ページ1622-1627
ページ数6
ISBN(電子版)9781728173030
DOI
出版ステータスPublished - 2020 7
イベント44th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2020 - Virtual, Madrid, Spain
継続期間: 2020 7 132020 7 17

出版物シリーズ

名前Proceedings - 2020 IEEE 44th Annual Computers, Software, and Applications Conference, COMPSAC 2020

Conference

Conference44th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2020
CountrySpain
CityVirtual, Madrid
Period20/7/1320/7/17

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Networks and Communications
  • Computer Science Applications
  • Hardware and Architecture
  • Software
  • Education

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