In spite of advanced technology, the commercial aircraft’s accidents are increasing year by year. Therefore, it is very important to analyse and predict flying conditions of aircrafts such as time to destination, distance to destination with outside temperature, altitude, ground speed and head wind. In this work, experimental measurements are taken from the aircraft during flying. Neural network based predictors are also designed to analyse destination time and destination distance for secure travelling conditions of passengers. Two type neural networks are used as predictor, that is, Back Propagation Neural Network (BPNN) and Radial Bases Neural Network (RBNN). The results show that RBNN has superior performance to adapt the parameters of the aircraft.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Analysing of Flying Conditions of Aircrafts Using Artificial Neural Networks


    Weitere Titelangaben:

    Mechan. Machine Science


    Beteiligte:
    Flores, Paulo (Herausgeber:in) / Viadero, Fernando (Herausgeber:in) / Yıldırım, Ş. (Autor:in) / Erkaya, S. (Autor:in)


    Erscheinungsdatum :

    27.08.2014


    Format / Umfang :

    11 pages





    Medientyp :

    Aufsatz/Kapitel (Buch)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    Noise Classification of Aircrafts using Artificial Neural Networks

    Osses, Alejandro / Gerard, Christian / Gomez, Ismael et al. | SAE Technical Papers | 2012


    Noise Classification of Aircrafts using Artificial Neural Networks

    Osses, A. / Gomez, I. / Glisser, M. et al. | British Library Conference Proceedings | 2012



    AIRCRAFTS OEPRATING SYSTEM AIRCRAFTS OF AIRCRAFTS OPERATING SYSTEM AND OPERATIONG METHOD OF AIRCRAFTS

    HWANG SUN YU / LIM SEUNG HAN / HONG JIN SUNG et al. | Europäisches Patentamt | 2016

    Freier Zugriff

    Neural Networks for Automatic Diagnosis: Crack Detection on Aircrafts

    Brousset, C. / Baudrillard | British Library Conference Proceedings | 1994