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Finding the odd-one-out in fleets of mechatronic systems using embedded intelligent agents
Halmstad University, School of Information Science, Computer and Electrical Engineering (IDE), Halmstad Embedded and Intelligent Systems Research (EIS), Intelligent Systems´ laboratory.
AASS, Örebro University, 701 82 Örebro, Sweden.ORCID iD: 0000-0001-5163-2997
Volvo Technology, SE-405 08 Göteborg, Sweden.
2010 (English)In: Embedded reasoning: intelligence in embedded systems : papers from the AAAI Spring Symposium, Menlo Park, California: AAAI Press, 2010, 17-19 p.Conference paper, Published paper (Refereed)
Abstract [en]

With the introduction of low-cost wireless communication many new applications have been made possible; applications where systems can collaboratively learn and get wiser without human supervision. One potential application is automated monitoring for fault isolation in mobile mechatronic systems such as commercial vehicles. The paper proposes an agent design that is based on uploading software agents to a fleet of mechatronic systems. Each agent searches for interesting state representations of a system and reports them to a central server application. The states from the fleet of systems can then be used to form a consensus from which it can be possible to detect deviations and even locating a fault.

Place, publisher, year, edition, pages
Menlo Park, California: AAAI Press, 2010. 17-19 p.
Series
Technical report (American Association for Artificial Intelligence), SS-10-04
Keyword [en]
Agent design, Automated monitoring, Central servers, Commercial vehicles, Fault isolation, Human supervision, Mechatronic systems, New applications, Potential applications, State representation, Wireless communications
National Category
Engineering and Technology
Identifiers
URN: urn:nbn:se:hh:diva-14023Scopus ID: 2-s2.0-77957976013ISBN: 978-1-57735-458-1 OAI: oai:DiVA.org:hh-14023DiVA: diva2:379428
Conference
2010 AAAI Spring Symposium, Stanford University, Stanford, CA, United States, 22 - 24 March 2010, Code 81902
Available from: 2010-12-17 Created: 2010-12-17 Last updated: 2013-10-15Bibliographically approved

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Byttner, StefanRögnvaldsson, ThorsteinnSvensson, Magnus
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CiteExportLink to record
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Cite
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
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  • Other locale
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Output format
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