A learning device can include one or more processors, and a storage medium storing computer-readable instructions that enable the one or more processors to preprocess one of or any combination of first raw data extracted from a braking device of a vehicle, second raw data including wheel data associated with a wheel of the vehicle, and third raw data measured from an external sensor of the vehicle, to obtain training input data at a target time point at which the braking device operates, apply the training input data and target data corresponding to squeal noise generated by the training input data, to a squeal noise prediction model to obtain temporary output data, and train the squeal noise prediction model, based on a first loss value obtained by applying the temporary output data and the target data to a first loss function associated with regression.


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    Titel :

    LEARNING DEVICE, SQUEAL NOISE PREDICTION DEVICE, LEARNING METHOD, AND SQUEAL NOISE PREDICTION METHOD


    Beteiligte:
    CHO SUNG HYUN (Autor:in) / KIM SUNG HO (Autor:in) / YOON JUNG RO (Autor:in) / KIM JEONG KYU (Autor:in) / KIM YOON CHEOL (Autor:in) / CHOI KYUNG ROK (Autor:in)

    Erscheinungsdatum :

    12.06.2025


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    B60T Bremsanlagen für Fahrzeuge oder Teile davon , VEHICLE BRAKE CONTROL SYSTEMS OR PARTS THEREOF



    LEARNING DEVICE, SQUEAL NOISE PREDICTION DEVICE, LEARNING METHOD, AND SQUEAL NOISE PREDICTION METHOD

    CHO SUNG HYUN / KIM SUNG HO / YOON JUNG RO et al. | Europäisches Patentamt | 2025

    Freier Zugriff

    Brake squeal noise analysis and prediction

    Ghesquiere,H. / Renault,FR | Kraftfahrwesen | 1992


    Chaos in brake squeal noise

    Oberst, S. | Online Contents | 2011


    Consideration Concerning Brake Squeal Noise

    Mochida, K. / Tanaka, S. / Kanamaru, H. et al. | British Library Online Contents | 1998


    Chaos in brake squeal noise

    Oberst, S. / Lai, J.C.S. | Tema Archiv | 2011