Sökning: "Simin Zhang"

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  1. 1. Automated advanced analytics on vehicle data using AI

    Master-uppsats, KTH/Fordonsdynamik

    Författare :Simin Zhang; [2020]
    Nyckelord :Anomaly detection; Machine learning; Controller Area Network; User function level failure; Avvikelsedetektion; Maskininlärning; Controller Area Network; Fel på användarfunktionsnivå;

    Sammanfattning : The evolution of electrification and autonomous driving on automotive leads to the increasing complexity of the in-vehicle electrical network, which poses a new challenge for testers to do troubleshooting work in massive log files. This thesis project aims to develop a predictive technique for anomaly detection focusing on user function level failures using machine learning technologies. LÄS MER