InfraWatch : data management of large systems for monitoring infrastructural performance

A. Knobbe, H. Blockeel, A. Koopman, T.G.K. Calders, B. Obladen, C. Bosma, H. Galenkamp, E. Koenders, J.N. Kok

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

    16 Citaten (Scopus)
    1 Downloads (Pure)

    Samenvatting

    This paper introduces a new project, InfraWatch, that demonstrates the many challenges that a large complex data analysis application has to offer in terms of data capture, management, analysis and reporting. The project is concerned with the intelligent monitoring and analysis of large infrastructural projects in the public domain, such as public roads, highways, tunnels and bridges. As a demonstrator, the project includes the detailed measurement of traffic and weather load on one of the largest highway bridges in the Netherlands. As part of a recent renovation and re-enforcement effort, the bridge has been equipped with a substantial sensor network, which has been producing large amounts of sensor data for more than a year. The bridge is currently equipped with a multitude of vibration and stress sensors, a video camera and weather station. We propose this bridge as a challenging environment for intelligent data analysis research. In this paper we outline the reasons for monitoring infrastructural assets through sensors, the scientific challenges in for example data management and analysis, and we present a visualization tool for the data coming from the bridge. We think that the bridge can serve as a means to promote research and education in intelligent data analysis.
    Originele taal-2Engels
    TitelAdvances in Intelligent Data Analysis IX (9th International Symposium, IDA 2010, Tucson, AZ, USA, May 19-21, 2010. Proceedings)
    RedacteurenP.R. Cohen, N.M. Adams, M.R. Berthold
    Plaats van productieBerlin
    UitgeverijSpringer
    Pagina's91-102
    ISBN van geprinte versie978-3-642-13061-8
    DOI's
    StatusGepubliceerd - 2010

    Publicatie series

    NaamLecture Notes in Computer Science
    Volume6065
    ISSN van geprinte versie0302-9743

    Vingerafdruk

    Duik in de onderzoeksthema's van 'InfraWatch : data management of large systems for monitoring infrastructural performance'. Samen vormen ze een unieke vingerafdruk.

    Citeer dit