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    BATTERY CLASSIFIER PARTITIONING AND FUSION
    3.
    发明公开
    BATTERY CLASSIFIER PARTITIONING AND FUSION 审中-公开

    公开(公告)号：US20240177056A1

    公开(公告)日：2024-05-30

    申请号：US18179630

    申请日：2023-03-07

    Applicant: GM Global Technology Operations LLC

    Inventor： Yusheng Zou ,  Ibrahim Haskara ,  Chengwu Duan ,  Bharatkumar Hegde

    IPC: G06N20/00

    CPC classification number: G06N20/00

    Abstract: A system and method for predicting a health of a battery. The system includes a sensor and a processor. The sensor is configured to obtain a battery data indicative of a parameter of the battery. A plurality of scores for the battery data is determined, and the battery data is partitioned into a plurality of subsets for which the scores have a different behavior for each of the subsets. The processor partitions the battery data into a plurality of subsets, determines a score for each of the plurality of subsets, wherein each score is related to the health of the battery, generates an overall score from the scores from each of the subsets, and predicts the health of the battery from the overall score.

    Axial flux motor assemblies with variable thickness rotors and rotors having interiorly disposed magnets
    4.
    发明授权
    Axial flux motor assemblies with variable thickness rotors and rotors having interiorly disposed magnets 有权

    公开(公告)号：US11205930B2

    公开(公告)日：2021-12-21

    申请号：US16785121

    申请日：2020-02-07

    Applicant: GM GLOBAL TECHNOLOGY OPERATIONS LLC

    Inventor： Chengwu Duan ,  Jian Yao ,  Yusheng Zou

    IPC: H02K1/27

    Abstract: The present disclosure relates generally to rotors for electric motor assemblies and methods of making the same, and more specifically, to variable thickness rotors for axial flux motors. More specifically, annular-shaped rotors having interiorly disposed magnets for axial flux motors are provided in certain aspects. The variable thickness rotors may each include an annular-shaped body having a first thickness at a first radial position and a second thickness at a second radial position. The first radial position may be spaced apart from the second radial position. The first thickness may be greater than or equal to about 200% of the second thickness.

    Monitoring and diagnosing vehicle system problems using machine learning classifiers
    5.
    发明授权
    Monitoring and diagnosing vehicle system problems using machine learning classifiers 有权

    公开(公告)号：US10922906B2

    公开(公告)日：2021-02-16

    申请号：US16367827

    申请日：2019-03-28

    Applicant: GM GLOBAL TECHNOLOGY OPERATIONS LLC

    Inventor： Yue-Yun Wang ,  Ibrahim Haskara ,  David Sun ,  Yusheng Zou ,  Shiming Duan ,  Chi-kuan Kao ,  Xiangxing Lu

    IPC: G07C5/08 ,  G06N20/00 ,  B60W50/02

    Abstract: A system for monitoring operation of a vehicle includes a processing device including an interface configured to receive measurement data from sensing devices configured to measure parameters of a vehicle system. The processing device is configured to receive measurement data from each of the plurality of sensing devices, and in response to detection of a malfunction in the vehicle, input at least a subset of the measurement data to a machine learning classifier associated with a vehicle subsystem, the classifier configured to define a class associated with normal operation of the vehicle subsystem. The processing device is also configured to determine whether the subset of the measurement data belongs to the class, and based on at least a selected amount of the subset of the measurement data being outside of the class, output a fault indication, the fault indication identifying the vehicle subsystem as having a contribution to the malfunction.

    METHODS AND SYSTEMS FOR CONTROLLING USE OF SHARED MACHINES
    6.
    发明申请
    METHODS AND SYSTEMS FOR CONTROLLING USE OF SHARED MACHINES 审中-公开

    公开(公告)号：US20190304204A1

    公开(公告)日：2019-10-03

    申请号：US15943330

    申请日：2018-04-02

    Applicant: GM GLOBAL TECHNOLOGY OPERATIONS LLC

    Inventor： Zhen Gao ,  Chengwu Duan ,  Yusheng Zou

    IPC: G07B15/06 ,  B60R25/00 ,  B60R25/33

    Abstract: Systems and methods are provided for controlling a shared machine. The shared machine includes a mechanism that allows for an operational function of the shared machine to be controlled via a control system. A server system can process location information that indicates a location of the shared machine to determine whether the location corresponds to a non-permitted area. When the location corresponds to a non-permitted area, a command is generated to automatically place the mechanism in a first state so that the operational function of the shared machine is prevented from being enabled while the shared machine remains in the non-permitted area.

    Stator windings with variable cross-section for geometry optimization and direct cooling
    7.
    发明授权
    Stator windings with variable cross-section for geometry optimization and direct cooling 有权

    公开(公告)号：US12155282B2

    公开(公告)日：2024-11-26

    申请号：US17684589

    申请日：2022-03-02

    Applicant: GM GLOBAL TECHNOLOGY OPERATIONS LLC

    Inventor： Zhen Gao ,  Yusheng Zou ,  Jian Yao

    IPC: H02K3/24 ,  H02K3/26 ,  H02K9/193 ,  H02K21/24 ,  B33Y80/00

    Abstract: An axial flux motor includes: a stator having a first side and a second side opposite the first side, the stator including: N stator core components on the first side, where N is an integer greater than two; N stator windings that are disposed around the N stator core components, respectively, where each of the N stator windings includes, from a point of view facing the first side: a first width at a first location; and a second width that is greater than the first width at a second location that is radially outward from the first location relative to an axis; slot openings disposed between adjacent ones of the stator windings; and a rotor including a third side and M permanent magnets on the third side, where the first side is parallel to the third side, and where M is an integer greater than or equal to two.

    SEGMENTED STATOR CORE DESIGN
    10.
    发明申请
    SEGMENTED STATOR CORE DESIGN 有权

    公开(公告)号：US20230047862A1

    公开(公告)日：2023-02-16

    申请号：US17401663

    申请日：2021-08-13

    Applicant: GM Global Technology Operations LLC

    Inventor： Jian Yao ,  Chengwu Duan ,  Yusheng Zou

    IPC: H02K3/52 ,  H02K15/03 ,  H02K1/14

    Abstract: A stator core assembly for an axial flux electric motor for an automobile includes a cylindrical outer case that defines a central axis, and a plurality of segmented core sections spaced circumferentially around the central axis within the outer case, each of the segmented core sections including a lamination stack and a sleeve, the lamination stack being positioned within the sleeve and the sleeve being formed from a soft magnetic composite material, the sleeve of each of the plurality of segmented core sections including a first axial end having a pole shoe formed thereon and a second axial end having a pole shoe formed thereon, the pole shoes formed on the first and second axial ends of the sleeve of each of the plurality of segmented core sections including a radially outward surface having an arcuate shape that corresponds to and contacts the radially inward surface of the outer case.

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