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euroFOT – Optimised data retrieval process
for a large scale field test: manageable by
automation?
 TRA 2010 - Brussels




Dipl.-Ing. Mohamed Benmimoun
Institut für Kraftfahrzeuge (IKA)
07.06- 10.06.2010, Brussels




www.eurofot-ip.eu
Agenda

      Introduction
      Data acquisition and upload
      Data management
      Current status and outlook




2    11.06.2010   Mohamed Benmimoun - TRA 2010, Brussels   www.eurofot-ip.eu
Introduction
    Fleet coordination
                              Swedish-VMC
                          • VOLVO Trucks
                          • VOLVO Cars




                         German1-VMC
                        • FORD
                        • MAN
                        • VW/AUDI
                                                           German2-VMC
                                                         • DAIMLER AG
                                                         • BMW Group

                   French-VMC
                  • RENAULT


                                Italian-VMC
                               • FIAT




3    11.06.2010       Mohamed Benmimoun - TRA 2010, Brussels             www.eurofot-ip.eu
Introduction
    German1-VMC




4    11.06.2010   Mohamed Benmimoun - TRA 2010, Brussels   www.eurofot-ip.eu
Data acquisition and upload
    1st step of automation (1/2)
    • All 240 vehicles have to be equipped with a data acquisition
      system (DAS), which enables recording of all relevant signals
    • Driver shall not be stressed with additional FOT specific tasks
           Data upload procedure (upload of data from the DAS to a server
           system) is performed without any requirements and actions with
           regard to the driver




      DAS system with integrated
      GPRS module (for wireless
      data upload, monitoring and
      re-configuration)

5      11.06.2010    Mohamed Benmimoun - TRA 2010, Brussels           www.eurofot-ip.eu
Data acquisition and upload
    1st step of automation (2/2)
                                                           •   Process of data
                                                               acquisition and
                                                               upload is
                                                               designed to
                                                               work fully
                                                               autonomously

                                                           •   No driver
                                                               interaction
                                                               required




6    11.06.2010   Mohamed Benmimoun - TRA 2010, Brussels            www.eurofot-ip.eu
Data management
    2nd step of automation (1/2)
    • Processing of uploaded data needs to be automated
    • Expected amount of data adds up to 12 TB
    • Different automated processing will be applied to adapt data to
      specific needs of analysis
        •   Conversion
        •   Data quality analysis
        •   Enrichment with additional attributes
        •   Classification
    • Data will be processed and afterwards stored in a SQL database
    • Analysis of data will be conducted on the SQL database




7      11.06.2010      Mohamed Benmimoun - TRA 2010, Brussels           www.eurofot-ip.eu
Data management
    2nd step of automation (2/2)




8    11.06.2010   Mohamed Benmimoun - TRA 2010, Brussels   www.eurofot-ip.eu
Data management
    Graphic user interface




9    11.06.2010   Mohamed Benmimoun - TRA 2010, Brussels   www.eurofot-ip.eu
Data management
 Final step for automation




10   11.06.2010   Mohamed Benmimoun - TRA 2010, Brussels   www.eurofot-ip.eu
Current status and Outlook

     • Data upload and processing chain is defined and implemented at
       ika for German1-VMC
     • Required hardware infrastructure is installed and available
     • Piloting almost completed
            Data acquisition system
            Data upload
            Data processing
            Pre-analysis
     • Start of ramp-up by mid of June
            Approximately 80 FOT vehicles already delivered and equipped with
            data logger



11     11.06.2010     Mohamed Benmimoun - TRA 2010, Brussels              www.eurofot-ip.eu
Thank you for your attention…




12   11.06.2010   Mohamed Benmimoun - TRA 2010, Brussels   www.eurofot-ip.eu

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Presentation from Mohamed Benmimoun at parallel session on FOTs

  • 1. euroFOT – Optimised data retrieval process for a large scale field test: manageable by automation? TRA 2010 - Brussels Dipl.-Ing. Mohamed Benmimoun Institut für Kraftfahrzeuge (IKA) 07.06- 10.06.2010, Brussels www.eurofot-ip.eu
  • 2. Agenda Introduction Data acquisition and upload Data management Current status and outlook 2 11.06.2010 Mohamed Benmimoun - TRA 2010, Brussels www.eurofot-ip.eu
  • 3. Introduction Fleet coordination Swedish-VMC • VOLVO Trucks • VOLVO Cars German1-VMC • FORD • MAN • VW/AUDI German2-VMC • DAIMLER AG • BMW Group French-VMC • RENAULT Italian-VMC • FIAT 3 11.06.2010 Mohamed Benmimoun - TRA 2010, Brussels www.eurofot-ip.eu
  • 4. Introduction German1-VMC 4 11.06.2010 Mohamed Benmimoun - TRA 2010, Brussels www.eurofot-ip.eu
  • 5. Data acquisition and upload 1st step of automation (1/2) • All 240 vehicles have to be equipped with a data acquisition system (DAS), which enables recording of all relevant signals • Driver shall not be stressed with additional FOT specific tasks Data upload procedure (upload of data from the DAS to a server system) is performed without any requirements and actions with regard to the driver DAS system with integrated GPRS module (for wireless data upload, monitoring and re-configuration) 5 11.06.2010 Mohamed Benmimoun - TRA 2010, Brussels www.eurofot-ip.eu
  • 6. Data acquisition and upload 1st step of automation (2/2) • Process of data acquisition and upload is designed to work fully autonomously • No driver interaction required 6 11.06.2010 Mohamed Benmimoun - TRA 2010, Brussels www.eurofot-ip.eu
  • 7. Data management 2nd step of automation (1/2) • Processing of uploaded data needs to be automated • Expected amount of data adds up to 12 TB • Different automated processing will be applied to adapt data to specific needs of analysis • Conversion • Data quality analysis • Enrichment with additional attributes • Classification • Data will be processed and afterwards stored in a SQL database • Analysis of data will be conducted on the SQL database 7 11.06.2010 Mohamed Benmimoun - TRA 2010, Brussels www.eurofot-ip.eu
  • 8. Data management 2nd step of automation (2/2) 8 11.06.2010 Mohamed Benmimoun - TRA 2010, Brussels www.eurofot-ip.eu
  • 9. Data management Graphic user interface 9 11.06.2010 Mohamed Benmimoun - TRA 2010, Brussels www.eurofot-ip.eu
  • 10. Data management Final step for automation 10 11.06.2010 Mohamed Benmimoun - TRA 2010, Brussels www.eurofot-ip.eu
  • 11. Current status and Outlook • Data upload and processing chain is defined and implemented at ika for German1-VMC • Required hardware infrastructure is installed and available • Piloting almost completed Data acquisition system Data upload Data processing Pre-analysis • Start of ramp-up by mid of June Approximately 80 FOT vehicles already delivered and equipped with data logger 11 11.06.2010 Mohamed Benmimoun - TRA 2010, Brussels www.eurofot-ip.eu
  • 12. Thank you for your attention… 12 11.06.2010 Mohamed Benmimoun - TRA 2010, Brussels www.eurofot-ip.eu