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Schiller, Eryk

Nom
Schiller, Eryk
Affiliation principale
Identifiants
https://libra.unine.ch/handle/123456789/297

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  • Publication
    Accès libre
    Real-time Environmental Monitoring for Cloud-based Hydrogeological Modeling with HydroGeoSphere
    (: IEEE Computer Society, 2014)
    Lapin, Andrei 
    ;
    Schiller, Eryk 
    ;
    Kropf, Peter 
    ;
    Schilling, Oliver 
    ;
    Brunner, Philip 
    ;
    Jamakovic-Kapic, A.
    ;
    Braun, T.
    ;
    Maffioletti, S.
    This paper describes an architecture for real-time environmental modeling. It consists of a wireless mesh network equipped with sensors and a cloud-based infrastructure to perform real-time environmental sim- ulations using a physics-based model combined with an Ensemble Kalman Filter. The purpose of the system is to optimize groundwater abstraction close to a river. These initial studies demonstrate that the cloud infrastructure can simultaneously compute a large number of simula- tions, thus allowing for the implementation of Ensemble Kalman Filters in real-time.