View source for Publications:Wisdom of Crowds for Intelligent Monitoring of Vehicle Fleets

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{{PublicationSetupTemplate|Author=Thorsteinn Rögnvaldsson, Stefan Byttner, Rune Prytz, Sławomir Nowaczyk, Magnus Svensson
|PID=794271
|Name=Rögnvaldsson, Thorsteinn (denni) (0000-0001-5163-2997) (Högskolan i Halmstad (2804), Akademin för informationsteknologi (16904), Halmstad Embedded and Intelligent Systems Research (EIS) (3938), CAISR Centrum för tillämpade intelligenta system (IS-lab) (13650));Byttner, Stefan (stefan) (Högskolan i Halmstad (2804), Akademin för informationsteknologi (16904), Halmstad Embedded and Intelligent Systems Research (EIS) (3938), CAISR Centrum för tillämpade intelligenta system (IS-lab) (13650));Prytz, Rune (runpry) (0000-0001-8255-1276) (Volvo Group Trucks Technology, Göteborg, Sweden);Nowaczyk, Sławomir (slanow) (0000-0002-7796-5201) (Högskolan i Halmstad (2804), Akademin för informationsteknologi (16904), Halmstad Embedded and Intelligent Systems Research (EIS) (3938), CAISR Centrum för tillämpade intelligenta system (IS-lab) (13650));Svensson, Magnus (Volvo Group Trucks Technology, Göteborg, Sweden)
|Title=Wisdom of Crowds for Intelligent Monitoring of Vehicle Fleets
|PublicationType=Journal Paper
|ContentType=Övrigt vetenskapligt
|Language=eng
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|Year=2015
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|NBN=urn:nbn:se:hh:diva-27970
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|Keywords=Fault diagnosis;learning systems;mechatronics;self-monitoring;intelligent transportation systems
|Categories=Signalbehandling (20205)
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|Abstract=<p>An approach is presented and experimentally demonstrated where consensus among distributed self-organized agents is used for intelligent monitoring of mobile cyberphysical systems (in this case vehicles). The demonstration is done on test data from a 30 month long field test with a city bus fleet under real operating conditions. The self-organized models operate on-board the systems, like embedded agents, communicate their states over a wireless communication link, and their states are compared off-line to find systems that deviate from the consensus. In this way is the group (the fleet) of systems used to detect errors that actually occur. This can be used to build up a knowledge base that can be accumulated over the life-time of the systems.</p>
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|CreatedDate=2015-03-10
|PublicationDate=2015-03-10
|LastUpdated=2016-06-23
|diva=http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:794271}}
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