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    A COMPUTER-IMPLEMENTED METHOD OF PREDICTING QUALITY OF A FOOD PRODUCT SAMPLE
    1.
    发明申请
    A COMPUTER-IMPLEMENTED METHOD OF PREDICTING QUALITY OF A FOOD PRODUCT SAMPLE 有权

    公开(公告)号：US20250044271A1

    公开(公告)日：2025-02-06

    申请号：US18718711

    申请日：2022-12-12

    Applicant: Mars, Incorporated

    Inventor： Jorn BROUWERS

    IPC: G01N33/02 ,  G06N3/0455 ,  G06N3/09

    Abstract: A computer-implemented method of predicting quality of a food product sample after a mixing process, based on properties of the food product, comprises: building a hybrid model by: training an autoencoder in an unsupervised learning step using historical process data of food product samples; training a supervised model in a supervised learning step using the output of the autoencoder; and predicting the quality of the food product by inputting process data of current samples into the hybrid model and classifying the samples.

    SYSTEMS AND METHODS FOR TEMPERATURE CONTROL OF CONSUMER PRODUCTS
    2.
    发明申请
    SYSTEMS AND METHODS FOR TEMPERATURE CONTROL OF CONSUMER PRODUCTS 有权

    公开(公告)号：US20250035347A1

    公开(公告)日：2025-01-30

    申请号：US18783921

    申请日：2024-07-25

    Applicant: Mars, Incorporated

    Inventor： Rory JOHNSTON ,  Jakob LOESCHKE

    IPC: F25B27/00 ,  F25B21/02 ,  F25D11/00 ,  F25D17/06 ,  F25D29/00

    Abstract: A temperature control system may include a thermoelectric device and one or more solar panels operatively connected to the thermoelectric device. The one or more solar panels may provide solar power to the thermoelectric device. A controller may be operatively connected to the thermoelectric device. A first insulating layer may surround a receptacle and a second insulating layer may include a plurality of channels. The controller may switch the thermoelectric device between an ON state and an OFF state based upon a threshold availability of the solar power. The thermoelectric device may receive forced air convection through the plurality of channels in the second insulating layer to maintain a temperature inside the receptacle when the thermoelectric device is in the ON state and may reduce air circulation within the receptacle to substantially maintain the temperature inside the receptacle when the thermoelectric device is in the OFF state.

    Collar with integrated device attachment
    5.
    发明授权
    Collar with integrated device attachment 有权

    公开(公告)号：US12178191B2

    公开(公告)日：2024-12-31

    申请号：US17294156

    申请日：2019-11-18

    Applicant: MARS, INCORPORATED

    Inventor： Robert W. Mott, Jr. ,  Kyu Sang Lee ,  Stanley John Withouski, IV

    IPC: A01K27/00

    Abstract: Disclosed is a mounting base (300) for attaching a portable electronic device (402) to a collar apparatus (400). Mounting base (300) includes a frame (102) and a latch (200). Latch (200) is moveable between a latched position and an unlatched position. Latch (200) includes an actuator (206) with a button (208) that may be depressed by a user to manually move latch (200) between the latched and unlatched positions. A portable electronic device (402) includes an insertion portion (410) that is received in a receiving aperture (108) in the frame (102). Once the insertion portion (410) is inserted, the device (402) may be rotated manually to engage latch (200). During rotation, a lock stub (216) on latch (200) engages a corresponding feature on insertion portion (410), thereby preventing counter-rotation of device (402). Additionally, one or more tabs (120) on frame (102) interfere with corresponding structure on insertion portion (410) to secure device (402) onto mounting base (300).

    Pet food product
    6.
    发明授权
    Pet food product 有权

    公开(公告)号：US12167739B2

    公开(公告)日：2024-12-17

    申请号：US16956458

    申请日：2018-12-20

    Applicant: MARS, INCORPORATED

    Inventor： Scott McGrane ,  James W. Marshall ,  Alice Deal ,  Emily Marshall

    IPC: A23K50/48 ,  A23K10/22 ,  A23K20/142 ,  A23K20/147 ,  A23K20/158

    Abstract: A pet food product comprising a fat component in an amount of from 2.0 wt % to 8.0 wt % by total weight of the pet food product, and a proteinaceous component in an amount of from 6.0 wt % to 14.0 wt % by total weight of the pet food product, wherein said proteinaceous component comprises polypeptides and free amino acids, wherein the ratio of the fat component to the proteinaceous component is from about 0.45:1.0 to about 0.0:1.0, and wherein the amount of free amino acids in the pet food product is at least 0.5 wt % by total weight of the pet food product.

    Individualized animal dry food composition and kit
    7.
    发明授权
    Individualized animal dry food composition and kit 有权

    公开(公告)号：US12167738B2

    公开(公告)日：2024-12-17

    申请号：US17628823

    申请日：2020-09-23

    Applicant: MARS, INCORPORATED

    Inventor： Jean-Baptiste Roche ,  Claude Ecochard ,  Sally Perea

    IPC: A23K50/42 ,  A23K20/147 ,  A23K20/158 ,  A23K20/20 ,  A23K20/24

    Abstract: The present invention relates to a method for providing an individualized nutritionally complete diet for an animal, in particular an animal with one or more pathological condition(s). The present invention also relates to a device for providing an individualized nutritionally complete diet for an animal, having means adapted to execute the steps of the method. The present invention also relates to a computer program to cause the device to execute the steps of the method. A computer-readable medium having stored thereon the computer program is further provided. Kits and compositions are further provided.

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