With the increasing complexity of modern aircraft technology and tight coupling among subsystems, the design of aircraft requires collaborative work of experts in various fields to make the right decisions, and therefore achieve the expected performance with less cost and risk. In this paper, an agile decision support system (ADSS) for aircraft design was proposed by comprehensively integrating and applying modeling and simulation (M&S), artificial intelligence, data mining, and group decision-making technology. The ADSS provides a rich set of simulation, assessment, and optimization tools for decision makers, which can offer an important objective reference to effectively improve the decision accuracy. A simulation and test environment was implemented for rapid assessment of different designs based on the developed multidisciplinary and multiphysical coupling virtual prototyping models and three kinds of virtual test methods. In the process of group decision making, valuable application modes can be discovered through data mining to reduce decision-making difficulty and improve the efficiency. Furthermore, a sensitivity analysis–based multilevel optimization strategy was developed for high-dimensional optimization design problems to meet the fast response requirement of the ADSS. Different cases were given for the data mining application, virtual test, and optimization design, respectively, to validate the proposed agile decision-making process.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Agile Decision Support System for Aircraft Design


    Beteiligte:
    Li, Ni (Autor:in) / Tan, Runxiang (Autor:in) / Huang, Zhanpeng (Autor:in) / Tian, Chao (Autor:in) / Gong, Guanghong (Autor:in)

    Erschienen in:

    Erscheinungsdatum :

    13.08.2015




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Unbekannt



    Agile Decision Support System for Aircraft Design

    Tan, Runxiang | Online Contents | 2015


    Agile Decision Support System for Aircraft Design

    Tan, Runxiang | Online Contents | 2016


    Agile aircraft

    BIBIKOV SERGEY YURIEVICH / GUTNIK VYACHESLAV BORISOVICH / KRYLOV LEONID EVGENIEVICH et al. | Europäisches Patentamt | 2015

    Freier Zugriff

    RAVE: A Graphically Driven Framework for Agile Design-Decision Support

    Daskilewicz, M. / German, B. / American Institute of Aeronautics and Astronautics | British Library Conference Proceedings | 2010


    RAVE: A Graphically Driven Framework for Agile Design-Decision Support

    Daskilewicz, Matthew / German, Brian | AIAA | 2010