The complexity of automotive power train and control systems is necessitating the implementation of advanced techniques, in turn placing an increasing computational load on the ECU systems.Misfire detection is a pattern classification problem involving the complex, non-linear interactions of good combustion/misfire event distributions for multiple input signals.Building on previously reported developments in these areas, this paper describes practical advances in misfire detection techniques that, through the use of hardware neural network technology, provide measures of “confidence” in the decision, and a single diagnostic metric for arbitration and calibration of the solution for a current series production engine.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Misfire Detection Including Confidence Indicators Using a Hardware Neural Network


    Weitere Titelangaben:

    Sae Technical Papers


    Beteiligte:
    Kirkham, Chris (Autor:in) / Cambio, Roberta (Autor:in)

    Kongress:

    SAE 2006 World Congress & Exhibition ; 2006



    Erscheinungsdatum :

    03.04.2006




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Print


    Sprache :

    Englisch




    Misfire detection including confidence indicators using a hardware neural network

    Krikham,C. / Cambio,R. / Axeon,GB | Kraftfahrwesen | 2006


    2006-01-1349 Misfire Detection Including Confidence Indicators Using a Hardware Neural Network

    Kirkham, C. / Cambio, R. / Society of Automotive Engineers | British Library Conference Proceedings | 2006


    Detection of Engine Misfire events using an Artificial neural Network

    Nareid, H. / Lightowler, N. / Society of Automotive Engineers | British Library Conference Proceedings | 2004


    Misfire Detection Using a Dynamic Neural Network with Output Feedback

    Wu, Z. J. / Lee, A. / Society of Automotive Engineers | British Library Conference Proceedings | 1998


    Misfire Detection Using a Dynamic Neural Network with Output Feedback

    Lee, Anson / Wu, Zhijian James | SAE Technical Papers | 1998