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公开(公告)号:US10580232B2
公开(公告)日:2020-03-03
申请号:US16055290
申请日:2018-08-06
Applicant: GM GLOBAL TECHNOLOGY OPERATIONS LLC
Inventor: Shengbing Jiang , Mutasim Salman , Xinyu Du , Kevin A. Cansiani
IPC: G07C5/08
Abstract: An apparatus and method that detect a condition of a vehicle component are provided. The method includes diagnosing vehicle health of a vehicle by analyzing one or more from among vehicle performance, vehicle energy usage, and vehicle vibration and acoustics, performing fault isolation on the vehicle to detect a health condition of a vehicle component corresponding to the isolated fault if the vehicle health below a predetermined threshold, monitoring the vehicle component corresponding to the isolated fault and estimating a remaining useful life of the vehicle component corresponding to the isolated fault, and performing one or more from among continuously monitoring, scheduling maintenance, providing a warning, and performing fault mitigation based on the estimated remaining useful life of the vehicle component corresponding to the isolated fault.
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公开(公告)号:US10429428B2
公开(公告)日:2019-10-01
申请号:US15340043
申请日:2016-11-01
Applicant: GM GLOBAL TECHNOLOGY OPERATIONS LLC
Inventor: Xinyu Du , Shengbing Jiang , Atul Nagose , Aaron B. Bloom
Abstract: A method of detecting a ground fault in a faulty electronic control unit. A ground fault detection technique executed by a processor is enabled. The processor determines a message count for each respective electronic control unit transmitted during a ground offset condition over a predetermined time period. The message count includes messages communicated within a communication bus having a measured voltage at least a predetermined voltage value above an expected voltage value. The message counts for each respective electronic control unit are normalized. The faulty electronic control unit is identified as a function of the normalized message counts. A fault signal is output to identify the fault electronic control unit.
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公开(公告)号:US10424127B2
公开(公告)日:2019-09-24
申请号:US15688457
申请日:2017-08-28
Applicant: GM GLOBAL TECHNOLOGY OPERATIONS LLC
Inventor: Shengbing Jiang , Xinyu Du , Steven W. Holland , Chaitanya Sankavaram , Azeem Sarwar , Shiming Duan
Abstract: A controller architecture for monitoring an autonomic vehicle control system includes a first controller, a second controller, a telematics controller, a third controller, a plurality of subsystem controllers, a first and a second communication bus, and a first and a second communication link. The telematics controller in communication with the first controller. The second controller includes a second processor and a second memory device. Each subsystem controller is configured to effect operation of one of a subsystem, wherein each of the subsystem controllers includes a vehicle health monitor (VHM) agent. The third controller includes a third processor and a third memory device. A first instruction set includes a prognostic classification routine based upon inputs from the VHM agents of the plurality of subsystem controllers. The telematics controller is disposed to communicate an output from the prognostic classification routine to an off-board controller.
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公开(公告)号:US10348236B2
公开(公告)日:2019-07-09
申请号:US15333216
申请日:2016-10-25
Applicant: GM GLOBAL TECHNOLOGY OPERATIONS LLC
Inventor: Wen-Chiao Lin , Xinyu Du , Youssef A. Ghoneim
IPC: H02P1/00 , H02P29/024 , G01R31/00 , G01R31/34
Abstract: A vehicle includes an electrically-driven motor configured to actuate a vehicle component and a power source configured to provide power to the motor over an electrical circuit. The vehicle also includes a controller programmed to monitor at least one signal indicative of motor output and store data indicative of a resistance in the circuit. The controller is also programmed to issue a resistance state of health signal in response to the resistance in the circuit exceeding a predetermined resistance threshold.
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公开(公告)号:US10310934B2
公开(公告)日:2019-06-04
申请号:US15499795
申请日:2017-04-27
Applicant: GM GLOBAL TECHNOLOGY OPERATIONS LLC
Inventor: Xinyu Du , Shengbing Jiang , Qi Zhang
Abstract: Methods and system are provided for monitoring a controller area network (CAN) bus. In one embodiment, a method includes: receiving fault data associated with the CAN bus; processing, by a processor, the fault data with a software based method to determine a first propositions set; processing, by the processor, the fault data with a hardware based method to determine a second proposition set; processing, by the processor, the first propositions set and the second proposition set to determine a fault decision; and generating, by the processor, a diagnosis of the CAN bus based on the fault decision.
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公开(公告)号:US20190108692A1
公开(公告)日:2019-04-11
申请号:US15728088
申请日:2017-10-09
Applicant: GM Global Technology Operations LLC
Inventor: Xinyu Du , Mutasim A. Salman , Yilu Zhang , Paul E. Krajewski
Abstract: A vehicle including a monitoring system and controller for evaluating a vehicle subsystem is described. The monitoring system includes a sensor that is disposed to monitor on-vehicle noise or vibration. The subsystem includes an actuator, and a fault associated with the subsystem is defined by a fault vibration signature. A command to activate the subsystem is monitored coincident with a signal input from the sensor. A first vibration signature is determined based upon the signal input from the sensor, and a correlation between the first vibration signature and the fault vibration signature are determined for the fault associated with the subsystem. Occurrence of a fault associated with the subsystem can be detected when the correlation between the first vibration signature and the fault vibration signature associated with the subsystem is greater than a threshold correlation.
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公开(公告)号:US20180306160A1
公开(公告)日:2018-10-25
申请号:US15492672
申请日:2017-04-20
Applicant: GM GLOBAL TECHNOLOGY OPERATIONS LLC
Inventor: Chaitanya Sankavaram , Shengbing Jiang , Xinyu Du , Yilu Zhang
CPC classification number: F02N11/108 , F02N11/0848 , G01M15/05 , G07C5/008 , G07C5/0808 , G07C5/085
Abstract: A method for diagnosing a fault mode in a system includes recording a hierarchical precedence rule assigning a priority level to fault modes of the system, and recording, in a fault report matrix, fault reports indicative of a corresponding one or more of the fault modes. The method also includes using the hierarchical precedence rule to determine the assigned relative priority level for the fault reports in response to a predetermined condition, e.g., a requested engine starting event, and identifying a root cause subsystem as a subsystem having the highest assigned priority level. A control action executed via the controller identifies the root cause subsystem by recording a diagnostic code and/or transmitting a message. The system is also disclosed, as is a computer-readable medium programmed with instructions embodying the method.
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公开(公告)号:US09989575B2
公开(公告)日:2018-06-05
申请号:US14837641
申请日:2015-08-27
Applicant: GM GLOBAL TECHNOLOGY OPERATIONS LLC
Inventor: Xinyu Du , Shengbing Jiang , Atul Nagose , David B. Gumpert , Aaron B. Bloom , Rod Niner
CPC classification number: G01R31/025 , G01R31/007 , H04L1/24
Abstract: A method is disclosed for detecting ground faults in a communications system. The method includes measuring a predetermined number of voltage points; determining if the measured voltage points represent recessive or dominant bits; identifying which of the predetermined number of voltage points represent inter-frame bits and which represent frame data bits based on whether the measured voltage points are recessive or dominant; calculating a maximum average voltage for the inter-frame bits; calculating an average frame voltage for all dominant bits within a frame; determining a high average dominant voltage count based on a number of frames for which the average frame voltage is greater than a high voltage threshold; and determining if a ground fault exists based on the average frame voltage and the high average dominant voltage count.
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公开(公告)号:US20240400073A1
公开(公告)日:2024-12-05
申请号:US18327704
申请日:2023-06-01
Applicant: GM Global Technology Operations LLC
Inventor: Shengbing Jiang , Zifeng Peng , Xinyu Du , Jingyan Wan
IPC: B60W50/029 , B60W50/02
Abstract: A system for designing a driving system for a vehicle. The system includes a first sensor, a second sensor and a processor. The first sensor is configured to obtain an external parameter indicative of a lane marking during a time period in which an automated driving program is being operated at the vehicle. The second sensor is configured to obtain an internal parameter of the vehicle during the time period. The processor is configured to detect a lane touch event occurring during the time period, determine an error occurring in the driving system resulting in the lane touch event based on the internal parameter and the external parameter, identify a failure domain of the driving system in which the error occurs, and change a design of a program of the driving system related to the failure domain.
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公开(公告)号:US12106518B2
公开(公告)日:2024-10-01
申请号:US17567371
申请日:2022-01-03
Applicant: GM GLOBAL TECHNOLOGY OPERATIONS LLC
Inventor: Yao Hu , Xinyu Du , Binbin Li , Hao Yu , Wende Zhang
CPC classification number: G06T7/80 , G06T7/73 , G06V20/58 , B60R11/04 , G06T2207/10016 , G06T2207/30252
Abstract: A system for on-vehicle camera alignment monitoring includes an on-vehicle camera in communication with a controller. The controller monitors vehicle operating parameters and camera signal parameters, and captures an image file from the on-vehicle camera. A first level analysis of the image file, the vehicle operating parameters, and the camera signal parameters is executed to detect dynamic conditions and image feature parameters that affect camera alignment. An error with one of the dynamic conditions or the image feature parameters that affects the camera alignment is detected. A second level analysis of the camera signal parameters is executed to identify a root cause indicating one of the dynamic conditions or the image feature parameters that affects the camera alignment based upon the error. A camera alignment-related fault is detected based upon the root cause, and vehicle operation is controlled based upon the camera alignment-related fault.
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