A study was conducted to determine the ability of neural networks to extract high level control information from cylinder pressure data. Various experiments were performed using neural networks for pattern recognition on a series of data files consisting of cylinder pressure versus crank angle. The goal of these experiments was to estimate spark timing based on the cylinder pressure signature-all other engine parameters were held constant during the data collection process. Test results indicate that an approximate spark time value can be obtained using cylinder pressure data as the inputs to a neural network and spark timing as the output.<>


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Estimating ignition timing from engine cylinder pressure with neural networks


    Beteiligte:
    Willson, B. (Autor:in) / Whitham, J. (Autor:in) / Anderson, C. (Autor:in)


    Erscheinungsdatum :

    01.01.1992


    Format / Umfang :

    539566 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Modelling a variable valve timing spark ignition engine using different neural networks

    Beham,M. / Yu,D.L. / Liverpool John Moores Univ.,GB | Kraftfahrwesen | 2004



    Feed-Back Control of Ignition Timing Using Peak Cylinder Pressure Angle with Rough Timing Table

    Enomoto, Hiroshi / Shimizu, Kenichi / Nishioka, Kosuke et al. | SAE Technical Papers | 2011