Sökning: "Markus Zink"

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  1. 1. Predicting Location-Dependent Structural Dynamics Using Machine Learning

    Master-uppsats, KTH/Industriell produktion

    Författare :Markus Zink; [2022]
    Nyckelord :machine learning; artificial intelligence; gradient boosting; LightGBM; multilayer perceptron; prediction; chatter; vibration; structural dynamics; modal parameters; machine tool; tool centre point; work envelope;

    Sammanfattning : Machining chatter is an undesirable phenomenon of material removal processes and hardly to control or avoid. Its occurrence and extent essentially depend onthe kinematic, which alters with the position of the Tool Centre Point, of the machine tool. LÄS MER