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    Chapter

    Railway Bridges Health Monitoring Supported by Artificial Intelligence

    This chapter discusses the detection of damages in railway bridges based on vibration responses induced by traffic and using bridge health monitoring systems. To achieve this goal, an innovative data-driven Ar...

    Andreia Meixedo, Diogo Ribeiro, João Santos, Rui Calçada… in Digital Railway Infrastructure (2024)

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    Chapter

    Condition Monitoring of Rolling Stock Supported by Artificial Intelligence Technique

    The increasing use of condition monitoring of the railway infrastructure has led railway companies to take advantage of artificial intelligence (AI) technologies. The main goal of this research is to provide a...

    Araliya Mosleh, Andreia Meixedo, Diogo Ribeiro… in Digital Railway Infrastructure (2024)

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    Chapter

    Real-Time Unsupervised Detection of Early Damage in Railway Bridges Using Traffic-Induced Responses

    This chapter addresses unsupervised damage detection in railway bridges by presenting a novel AI-based SHM strategy using traffic-induced dynamic responses. To achieve this goal a hybrid combination of wavelet...

    Andreia Meixedo, Diogo Ribeiro, João Santos… in Structural Health Monitoring Based on Data… (2022)