Essays about: "Simin Zhang"

Found 1 essay containing the words Simin Zhang.

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

    University essay from KTH/Fordonsdynamik

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

    Abstract : 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. READ MORE