This paper presents the prognosis of automobile engine using artificial neural network (ANN). The prognosis of automobile engine has been performed by real-time data acquisition for implementation of ANN. The three major parameters for the automobile engine which are Coolant temperature, RPM, and Throttle value are monitored in real time. Using the real-time datasets, ANN model is trained and tested to accurately monitor the variation in the Throttle value output due to input, i.e., Coolant temperature and RPM variations. The considerable variation in Throttle value output from a threshold value that is quantitatively obtained using proposed ANN gives the faulty condition of the engine.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Implementation of ANN for Prognosis of Automobile Engine


    Weitere Titelangaben:

    Lect.Notes Mechanical Engineering


    Beteiligte:
    Shukla, Anoop Kumar (Herausgeber:in) / Sharma, Bhupendra Prakash (Herausgeber:in) / Arabkoohsar, Ahmad (Herausgeber:in) / Kumar, Pradeep (Herausgeber:in) / Khan, Mohsin (Autor:in) / Rehman, Ahmad Salik (Autor:in) / Khera, Neeraj (Autor:in)

    Kongress:

    Biennial International Conference on Future Learning Aspects of Mechanical Engineering ; 2022 ; Noida, India August 03, 2022 - August 05, 2022



    Erscheinungsdatum :

    19.06.2023


    Format / Umfang :

    8 pages





    Medientyp :

    Aufsatz/Kapitel (Buch)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    Implementation of ANN for Prognosis of Automobile Engine

    Khan, Mohsin / Rehman, Ahmad Salik / Khera, Neeraj | TIBKAT | 2023


    Diesel Engine Power Prognosis

    Zablocki, E. / Armstrong, L. R. / Berrett, P. | SAE Technical Papers | 1985


    Diesel Engine Power Prognosis

    Armstrong,L.R. / Berrett,P. / Zablocki,E. | Kraftfahrwesen | 1985


    Automobile engine

    ZHU XIAOYI | Europäisches Patentamt | 2022

    Freier Zugriff

    AUTOMOBILE ENGINE

    ZHU XIAOYI | Europäisches Patentamt | 2020

    Freier Zugriff