Emergency fleet management has become one of the determinant success factors for post-disaster responses in urban flood control. However, it is challenging as multiple types of emergency vehicles are involved, and its performance is frequently threatened by the fluctuation of rescue demands and fleet capacity. Aiming at coping with the imbalances between rescue demands and vehicle supplies, and maintaining required service level of fleet management after flood occurs, this paper proposes a data-driven resilient fleet management solution under the context of cloud asset-enabled urban flood control. First, the problem of resilient fleet management is quantitatively defined, and then a data-driven dynamic management mechanism is proposed, which is highly effective on realizing resilient fleet management. Furthermore, considering the cooperation among different types of emergency vehicles, a greedy-based algorithm is proposed for resilient vehicle dispatching based on real-time scenarios. Finally, a simulation case is also conducted to verify the effectiveness and performance of the proposed solution.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Data-Driven Resilient Fleet Management for Cloud Asset-enabled Urban Flood Control


    Contributors:


    Publication date :

    2018-06-01


    Size :

    1381952 byte




    Type of media :

    Article (Journal)


    Type of material :

    Electronic Resource


    Language :

    English



    Early Failure in Probabilistic Asset Fleet Management

    Dourado, Arinan / Viana, Felipe | AIAA | 2018


    Digital fleet management: a scalable cloud framework based on data-driven prediction models

    Thomas, Sherin / Dubey, Abhishek / Viassolo, Daniel et al. | TIBKAT | 2020

    Free access

    DRIFT: Resilient Distributed Coordinated Fleet Management Against Communication Attacks

    Owoputi, Richard / Boddupalli, Srivalli / Wilson, Jabari et al. | IEEE | 2024


    Control and Management of an Indoor, Health Enabled, Heterogenous Fleet

    Halaas, David / Bieniawski, Stefan / Pigg, Paul et al. | AIAA | 2009


    Control and Management of an Indoor, Health Enabled, Heterogenous Fleet

    Halaas, D. / Bieniawski, S. / Pigg, P. et al. | British Library Conference Proceedings | 2009