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    REMANUFACTURING OF A BATTERY CELL
    3.
    发明公开
    REMANUFACTURING OF A BATTERY CELL 审中-公开

    公开(公告)号：US20230275279A1

    公开(公告)日：2023-08-31

    申请号：US18017031

    申请日：2021-07-20

    Applicant: Cummins Inc.

    Inventor： Chung-Hsuan Huang ,  Corey W. Trobaugh ,  Ruigang Zhang

    IPC: H01M10/54 ,  H01M10/0525 ,  H01M4/04

    CPC classification number: H01M10/54 ,  H01M10/0525 ,  H01M4/0459 ,  H01M2004/028

    Abstract: A method of manufacturing a battery cell is disclosed. The method comprises recovering a cathode module from a used battery cell, assembling a new battery cell using the recovered cathode module. The used battery cell may be from a battery pack which has failed or reached end-of-life. The new battery cell may comprise a new anode module, a new electrolyte and/or a new separator. This may allow a battery cell to be manufactured in a manner which is more cost effective and environmentally sustainable than prior techniques.

    REAL-TIME SYSTEM AND METHOD FOR DETERMINING REMAINING USEFUL OIL LIFE IN VEHICLES
    7.
    发明申请
    REAL-TIME SYSTEM AND METHOD FOR DETERMINING REMAINING USEFUL OIL LIFE IN VEHICLES 有权

    公开(公告)号：US20250035018A1

    公开(公告)日：2025-01-30

    申请号：US18714088

    申请日：2022-11-28

    Applicant: Cummins Inc.

    Inventor： Anthony J. Huth ,  Ryan E. Denton ,  David A. Fields ,  John Y. Howland ,  Michael T. Hughes ,  Corey W. Trobaugh

    IPC: F01M11/10 ,  G01N33/30 ,  G07C5/00 ,  G07C5/04

    Abstract: A computing system is disposed remote from a vehicle and communicably coupled to the vehicle over a network. The computing system includes: a communication interface structured to communicably couple to the network; one or more processors; and a memory storing instructions that, when executed by the one or more processors, cause the one or more processors to: receive, via the communication interface and from a vehicle, vehicle operational data and vehicle metadata; determine a lubricant oxidation rate based on a statistical model; determine a lubricant drain interval based on the lubricant oxidation rate relative to a predefined lubricant oxidation limit; and, provide the lubricant drain interval to an output device. The lubricant may be a lubricant for the vehicle, such as oil.

    Predictive engine maintenance apparatuses, methods, systems and techniques
    8.
    发明授权
    Predictive engine maintenance apparatuses, methods, systems and techniques 有权

    公开(公告)号：US12148508B2

    公开(公告)日：2024-11-19

    申请号：US17664700

    申请日：2022-05-24

    Applicant: Cummins Inc.

    Inventor： Ryan E. Denton ,  Xinjian Xue ,  Corey W. Trobaugh ,  Anthony Joseph Huth

    IPC: G16B40/20 ,  G06F18/214 ,  G06N5/01 ,  G06N5/04

    Abstract: A method includes inputting used oil analysis data to a pre-trained predictive model, the used oil analysis data including values quantifying a plurality of chemical components measured in a sample of used oil taken from an engine under analysis, determining a probability of at least one fail code with the pre-trained predictive model in response to the used oil analysis data, the at least one fail code corresponding to one of a plurality of predetermined engine failure types, providing the at least one fail code and the probability of the at least one fail code to an expert system, performing with the expert system a root cause analysis of the at least one fail code determine a root cause indicating a preventative maintenance action, and performing the predictive maintenance action on the engine under analysis.

    SYSTEMS AND METHODS FOR GENERATING AND PROVIDING FLUID ANALYSIS REPORTS
    9.
    发明公开
    SYSTEMS AND METHODS FOR GENERATING AND PROVIDING FLUID ANALYSIS REPORTS 审中-公开

    公开(公告)号：US20230186688A1

    公开(公告)日：2023-06-15

    申请号：US17549576

    申请日：2021-12-13

    Applicant: Cummins Inc.

    Inventor： James Hone ,  Ryan E. Denton ,  Chung-Hsuan Huang ,  Todd B. Reel ,  Justin W. Perry ,  Phillip E. Shelton ,  Corey W. Trobaugh

    IPC: G07C5/00 ,  G07C5/08

    CPC classification number: G07C5/006 ,  G07C5/0825 ,  G07C5/0808 ,  G07C5/008

    Abstract: Systems, methods, and apparatuses for generating a fluid analysis report with key issues to improve vehicle maintenance are provided. A processing circuit is configured to: obtain information regarding a plurality of fluids from a plurality of vehicles; determine a plurality of thresholds based on the information; analyze a fluid sample from a particular vehicle to identify a fluid type of the fluid sample; identify a vehicle type of the particular vehicle associated with the fluid sample; retrieve a population of the obtained information pertinent to at least one of the identified fluid type of the fluid sample or the vehicle type of the particular vehicle; retrieve at least one threshold associated with the retrieved population; compare a characteristic of the fluid sample to the retrieved at least one threshold; and generate and provide a dynamic graphical user interface regarding the comparison to a computing device.

    PREDICTIVE ENGINE MAINTENANCE APPARATUSES, METHODS, SYSTEMS AND TECHNIQUES
    10.
    发明申请
    PREDICTIVE ENGINE MAINTENANCE APPARATUSES, METHODS, SYSTEMS AND TECHNIQUES 有权

    公开(公告)号：US20220284988A1

    公开(公告)日：2022-09-08

    申请号：US17664700

    申请日：2022-05-24

    Applicant: Cummins Inc.

    Inventor： Ryan E. Denton ,  Xinjian Xue ,  Corey W. Trobaugh ,  Anthony Joseph Huth

    IPC: G16B40/20 ,  G06N5/00 ,  G06N5/04 ,  G06K9/62

    Abstract: A method comprises inputting used oil analysis data to a pre-trained predictive model, the used oil analysis data including values quantifying a plurality of chemical components measured in a sample of used oil taken from an engine under analysis, determining a probability of at least one fail code with the pre-trained predictive model in response to the used oil analysis data, the at least one fail code corresponding to one of a plurality of predetermined engine failure types, providing the at least one fail code and the probability of the at least one fail code to an expert system, performing with the expert system a root cause analysis of the at least one fail code determine a root cause indicating a preventative maintenance action, and performing the predictive maintenance action on the engine under analysis.

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