The objective of this article is to identify appropriate low-degree polynomial fuel consumption models for use in intelligent transportation systems (ITSs), eco-drive assist systems, and microscopic traffic simulation software. The different models that are assessed include models found in the literature and new models developed using a subsearch regression based on the Akaike information criterion. The models are evaluated based on model structures and their effectiveness in predicting instantaneous vehicle fuel consumption levels. Measurement data obtained from an engine dynamometer, a chassis dynamometer, and on-road testing are used to conduct the study. The study demonstrates that several low-degree polynomial fuel consumption models with a quadratic control term are appropriate for use in ITS applications (R 2>0.9).


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Assessment of Alternative Polynomial Fuel Consumption Models for Use in Intelligent Transportation Systems Applications


    Beteiligte:
    Saerens, Bart (Autor:in) / Rakha, Hesham (Autor:in) / Ahn, Kyoungho (Autor:in) / Van Den Bulck, Eric (Autor:in)

    Erschienen in:

    Erscheinungsdatum :

    02.10.2013




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch





    Impact of Intelligent Transportation Systems on Vehicle Fuel Consumption and Emission Modeling: An Overview

    Rakha, Hesham / Elmoselhy, Salah A.M. / Faris, Waleed | SAE Technical Papers | 2014


    Methane:Todays Alternative Fuel for Transportation

    Tison,R.R. / Jeffreys,F.B. / Escher:Foster Technol.,St.Johns,US Consolidated Natural Gas Service,US | Kraftfahrwesen | 1981


    Life Cycle Value Assessment (LCVA) for Alternative Transportation Fuel Decisions

    Raynolds, M. A. / Checkel, M. D. / Fraser, R. A. et al. | SAE Technical Papers | 1997


    Life Cycle Value Assessment (LCVA) for Alternative Transportation Fuel Decisions

    Raynolds, M. A. / Checkel, M. D. / Fraser, R. A. et al. | British Library Conference Proceedings | 1997