| ApplicationArea
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Intelligent Vehicles +
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| ContactInformation
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Thorsteinn Rögnvaldsson +
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| Description
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Cost and energy efficient transports requi … Cost and energy efficient transports requires methods for maximizing vehicle up-time at low (or minimal) cost. To do this requires low cost methods that can gauge vehicle health status so that unplanned stops are prevented and maintenance is optimally planned. Modern vehicles have communication networks where signals are sent back and forth between different control units and sensors. This is a continuous stream of data on each vehicle and a fleet of vehicles are a mobile database of streaming data. We develop methods for data mining this database of data streams, combined with in-house databases at Volvo, in order to discover relationships and events that can be used to gauge and predict vehicle health. An important aspect is to use currently available sensors and signals on-board, i.e. no additional sensors, and increase their usefulness by combining them with additional information. We also study how such methods can be exploited in services.such methods can be exploited in services.
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| Lctitle
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false +
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| LogotypeFile
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R2s.png +
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| ProjectDetailsPDF
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SławomirNowaczyk 2013FebWorkshop.pdf +
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| ProjectEnd
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31 December 2013 +
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| ProjectResponsible
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Thorsteinn Rögnvaldsson +
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| ProjectStart
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1 April 2009 +
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| Projectpartner
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Volvo Group - Trucks Technology - Advanced Technology and Research +
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| Publication
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Ideas for Fault Detection Using Relation Discovery +
, Towards relation discovery for diagnostics +
, Consensus self-organized models for fault detection (COSMO) +
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| ShortDescription
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Remote Diagnostic Tools and Services +
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| Title
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| Categories |
ResearchProject +
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| Modification dateThis property is a special property in this wiki.
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7 March 2014 11:46:42 +
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| Page has default formThis property is a special property in this wiki.
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ResearchProj +
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