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Fogification of Electric Drives: An industrial use case
Technical University of Denmark, Dtu Compute, Kongens Lyngby, Denmark.
Mälardalen University, School of Innovation, Design and Engineering, Embedded Systems.
Technical University of Denmark, Dtu Compute, Kongens Lyngby, Denmark.
Technical University of Denmark, Dtu Compute, Kongens Lyngby, Denmark.
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2020 (English)In: The 25th International Conference on Emerging Technologies and Factory Automation ETFA2020, 2020Conference paper, Published paper (Refereed)
Abstract [en]

Electric drives are used to control electric motors, which are pervasive in industrial applications. In this paper we propose enhancing the electric drives to fulfil the role of fog nodes within a Fog Computing Platform (FCP). Fog Computing is envisioned as a realization of future distributed architectures in Industry 4.0. We identify the system-level requirements of such an FCP, including requirements that are extracted from the current architecture of drives, which we consider as a baseline. These requirements are then used to design a system-level architecture, which we model using the Architecture Analysis & Design Language (AADL). We identify the “technology bricks” (components such as hardware, software, middleware, services, methods and tools) needed to implement the FCP. The proposed fog-based architecture is then used to implement a Conveyor Belt industrial use case. We evaluate the resulting use case on several aspects, demonstrating the usefulness of the proposed fogbased approach. By developing the electric drives as fog nodes, new offerings like programmability, analytics and connectivity to customer Clouds are expected to increase the added value. Increased flexibility allows drives to assume a larger role in industrial and domestic control systems, instrumenting thus also legacy systems by using drives as the data source.

Place, publisher, year, edition, pages
2020.
National Category
Engineering and Technology Computer Systems
Identifiers
URN: urn:nbn:se:mdh:diva-49340DOI: 10.1109/ETFA46521.2020.9212010ISI: 000627406500009Scopus ID: 2-s2.0-85093359947OAI: oai:DiVA.org:mdh-49340DiVA, id: diva2:1453350
Conference
The 25th International Conference on Emerging Technologies and Factory Automation ETFA2020, 08 Sep 2020, Vienna, Austria
Projects
FORA - Fog Computing for Robotics and Industrial AutomationAvailable from: 2020-07-09 Created: 2020-07-09 Last updated: 2021-04-29Bibliographically approved

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Desai, Nitin

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CiteExportLink to record
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Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf