%0 Conference Paper %F Oral %T Online implementation of SVM based fault diagnosis strategy for PEMFC systems %+ Fuel Cell LAB : Vers des Systèmes Pile à Combustible Efficients (FCLAB) %+ Franche-Comté Électronique Mécanique, Thermique et Optique - Sciences et Technologies (UMR 6174) (FEMTO-ST) %+ Laboratoire des Sciences de l'Information et des Systèmes (LSIS) %+ Département d'Architectures, Conception et Logiciels Embarqués-LIST (DACLE-LIST) %+ Laboratoire d'Innovation pour les Technologies des Energies Nouvelles et les nanomatériaux (LITEN) %A Li, Zhongliang %A Outbib, Rachid %A Giurgea, Stefan %A Hissel, Daniel %A Jemei, Samir %A Giraud, Alain %A Rosini, Sébastien %< avec comité de lecture %B 6th International Conference on ”Fundamentals & Development of Fuel Cells” (FDFC) %C Toulouse, France %V 164 %P 284-293 %8 2015-02 %D 2015 %K Fault diagnosis %K System in Package %K SVM classification %K Online implementation %K PEMFC system %Z Engineering Sciences [physics]Conference papers %X In this paper, the topic of online diagnosis for Polymer Electrolyte Membrane Fuel Cell (PEMFC) systems is addressed. In the diagnosis approach, individual cell voltages are used as the variables for diagnosis. The pattern classification tool Support Vector Machine (SVM) combined with designed diagnosis rule is used to achieve fault detection and isolation (FDI). A highly-compacted embedded system of the System in Package (SiP) type is designed and fabricated to monitor individual cell voltages and to perform the diagnosis algorithms. For validation, the diagnosis approach is implemented online on PEMFC experimental platform. Four concerned faults can be detected and isolated in real-time. %G English %2 https://cea.hal.science/cea-01942197/document %2 https://cea.hal.science/cea-01942197/file/Paper_FDFC_zli_19012015-1.pdf %L cea-01942197 %U https://cea.hal.science/cea-01942197 %~ CEA %~ UNIV-SAVOIE %~ UGA %~ UNIV-TLN %~ CNRS %~ UNIV-AMU %~ UNIV-FCOMTE %~ UNIV-BM %~ INSA-LYON %~ EC-LYON %~ ENSAM %~ ENSMM %~ FEMTO-ST %~ UNIV-BM-THESE %~ DRT %~ UNIV-PARIS-SACLAY %~ LIST %~ LITEN %~ LIS-LAB %~ INSA-GROUPE %~ CEA-GRE %~ UDL %~ USMB-COMUE %~ ANR %~ GS-ENGINEERING %~ GS-COMPUTER-SCIENCE %~ DSCIN %~ INES %~ HESAM %~ HESAM-ENSAM %~ IRENAV %~ LAMPA %~ LCPI %~ LABOMAP %~ LISPEN %~ MSMP