Patents by Inventor Xiangxing Lu

Xiangxing Lu has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Patent number: 11170585
    Abstract: A system and method of performing fault diagnosis and analysis for one or more vehicles. The method includes: obtaining design failure mode and effect analysis (DFMEA) data that specifies a plurality of failure modes; receiving diagnostic association data; receiving vehicle operation signals association data; generating augmented DFMEA data that indicates a causal relationship between the diagnostic data and the first set of failure modes, and that indicates a causal relationship between the vehicle operation signals data and the second set of failure modes, wherein the augmented DFMEA data is generated based on the DFMEA data, the diagnostic association data, and the vehicle operation signals association data; and performing fault diagnosis and analysis for the one or more vehicles using the augmented DFMEA data.
    Type: Grant
    Filed: June 17, 2019
    Date of Patent: November 9, 2021
    Assignee: GM GLOBAL TECHNOLOGY OPERATIONS LLC
    Inventors: Chaitanya Sankavaram, Dnyanesh G. Rajpathak, Azeem Sarwar, Xiangxing Lu, Dean G. Sorrell, Layne K. Wiggins
  • Patent number: 11002214
    Abstract: A diagnostic system for a fuel injector includes a plurality of sensors to sense vehicle data. A controller includes a fuel injector diagnostic module configured to receive the vehicle data during operation of the vehicle and to selectively identify at least one of a fuel injector with a stuck armature and a fuel injector with pintle fatigue.
    Type: Grant
    Filed: October 18, 2019
    Date of Patent: May 11, 2021
    Assignee: GM GLOBAL TECHNOLOGY OPERATIONS LLC
    Inventors: Azeem Sarwar, Xiangxing Lu, Ibrahim Haskara, Yue-Yun Wang, Chaitanya Sankavaram
  • Publication number: 20210115872
    Abstract: A diagnostic system for a fuel injector includes a plurality of sensors to sense vehicle data. A controller includes a fuel injector diagnostic module configured to receive the vehicle data during operation of the vehicle and to selectively identify at least one of a fuel injector with a stuck armature and a fuel injector with pintle fatigue.
    Type: Application
    Filed: October 18, 2019
    Publication date: April 22, 2021
    Inventors: Azeem SARWAR, Xiangxing Lu, Ibrahim Haskara, Yue-Yun Wang, Chaitanya Sankavaram
  • Patent number: 10922906
    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.
    Type: Grant
    Filed: March 28, 2019
    Date of Patent: February 16, 2021
    Assignee: GM GLOBAL TECHNOLOGY OPERATIONS LLC
    Inventors: Yue-Yun Wang, Ibrahim Haskara, David Sun, Yusheng Zou, Shiming Duan, Chi-kuan Kao, Xiangxing Lu
  • Patent number: 10919408
    Abstract: System and method of controlling operation of a device having a rechargeable energy storage pack with a plurality of cells, based on propulsion loss assessment. A controller is configured to obtain a state of charge data and an open circuit voltage of the rechargeable energy storage pack. The controller is configured to obtain a state of charge disparity factor (dSOC) from a selected dataset. The state of charge disparity factor (dSOC) is defined as a difference between a minimum value of the state of charge and an average value of the state of charge of the plurality of cells. The controller is configured to control operation of the device based in part on the state of charge disparity factor (dSOC) and a plurality of parameters (Pi), including raising one or more of a plurality of flags each transmitting respective information to a user.
    Type: Grant
    Filed: December 10, 2018
    Date of Patent: February 16, 2021
    Assignee: GM Global Technology Operations LLC
    Inventors: Azeem Sarwar, Xiangxing Lu, Ciro Spigno, Ryan B. Moulliet, Jeffrey S. Piasecki, Andrew J. Cornelli, Charles W. Wampler, II, Brian J. Koch, Margaux LeBlanc, Gus Hatoum
  • Publication number: 20200394850
    Abstract: A system and method of performing fault diagnosis and analysis for one or more vehicles. The method includes: obtaining design failure mode and effect analysis (DFMEA) data that specifies a plurality of failure modes; receiving diagnostic association data; receiving vehicle operation signals association data; generating augmented DFMEA data that indicates a causal relationship between the diagnostic data and the first set of failure modes, and that indicates a causal relationship between the vehicle operation signals data and the second set of failure modes, wherein the augmented DFMEA data is generated based on the DFMEA data, the diagnostic association data, and the vehicle operation signals association data; and performing fault diagnosis and analysis for the one or more vehicles using the augmented DFMEA data.
    Type: Application
    Filed: June 17, 2019
    Publication date: December 17, 2020
    Inventors: Chaitanya Sankavaram, Dnyanesh G. Rajpathak, Azeem Sarwar, Xiangxing Lu, Dean G. Sorrell, Layne K. Wiggins
  • Publication number: 20200312056
    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.
    Type: Application
    Filed: March 28, 2019
    Publication date: October 1, 2020
    Inventors: Yue-Yun Wang, Ibrahim Haskara, David Sun, Yusheng Zou, Shiming Duan, Chi-kuan Kao, Xiangxing Lu
  • Publication number: 20200180466
    Abstract: System and method of controlling operation of a device having a rechargeable energy storage pack with a plurality of cells, based on propulsion loss assessment. A controller is configured to obtain a state of charge data and an open circuit voltage of the rechargeable energy storage pack. The controller is configured to obtain a state of charge disparity factor (dSOC) from a selected dataset. The state of charge disparity factor (dSOC) is defined as a difference between a minimum value of the state of charge and an average value of the state of charge of the plurality of cells. The controller is configured to control operation of the device based in part on the state of charge disparity factor (dSOC) and a plurality of parameters (Pi), including raising one or more of a plurality of flags each transmitting respective information to a user.
    Type: Application
    Filed: December 10, 2018
    Publication date: June 11, 2020
    Applicant: GM Global Technology Operations LLC
    Inventors: Azeem Sarwar, Xiangxing Lu, Ciro Spigno, Ryan B. Moulliet, Jeffrey S. Piasecki, Andrew J. Cornelli, Charles W. Wampler, II, Brian J. Koch, Margaux LeBlanc, Gus Hatoum
  • Patent number: 10480425
    Abstract: A method and system of diagnosing a lubrication system of an engine includes determining a lubrication system fault and controlling an engine in response to the fault. The method is operative to first determine a poor state of health for a lubrication system, then determine an oil degradation or lube system fault. In response to a lube system fault, engine operation is altered in order to reduce the negative effects of the lube system fault such as increasing minimum idle speed in response to reduced oil pressure.
    Type: Grant
    Filed: March 16, 2018
    Date of Patent: November 19, 2019
    Assignee: GM GLOBAL TECHNOLOGY OPERATIONS LLC
    Inventors: Azeem Sarwar, Syed B. Mehdi, Xiangxing Lu, Bryan K. Pryor, Shanshan L. Peer
  • Publication number: 20190285007
    Abstract: A method and system of diagnosing a lubrication system of an engine includes determining a lubrication system fault and controlling an engine in response to the fault. The method is operative to first determine a poor state of health for a lubrication system, then determine an oil degradation or lube system fault. In response to a lube system fault, engine operation is altered in order to reduce the negative effects of the lube system fault such as increasing minimum idle speed in response to reduced oil pressure.
    Type: Application
    Filed: March 16, 2018
    Publication date: September 19, 2019
    Inventors: Azeem Sarwar, Syed B. Mehdi, Xiangxing Lu, Bryan K. Pryor, Shanshan L. Peer
  • Patent number: 10408098
    Abstract: A method of diagnosing a lubrication system of an engine includes controlling an oil pump with a control signal. The control signal is a command having a value for a desired lubrication fluid pressure from the oil pump for a current operating state of the engine. A processing unit compares the value of the control signal for the current operating state of the engine to a threshold control value for the current operating state of the engine. When the processing unit determines that the value of the control signal for the current operating state of the engine deviates from the threshold control value for the current operating state of the engine, the processing unit analyzes the value of the control signal to identify a fault in the lubrication system.
    Type: Grant
    Filed: August 4, 2017
    Date of Patent: September 10, 2019
    Assignee: GM Global Technology Operations LLC
    Inventors: Azeem Sarwar, Syed B. Mehdi, Xiangxing Lu, Bryan K. Pryor, Shanshan L. Peer
  • Patent number: 10378501
    Abstract: An engine fuel delivery system, prognosis system, and method of conducting a fuel pump solenoid prognosis are provided. The engine fuel delivery system includes a fuel pump having a pumping chamber, a closeable inlet valve (such as a fuel pump control solenoid), and a fuel rail to communicate pressurized fuel received from the fuel pump to at least one engine cylinder. The engine fuel delivery system, prognosis system, and method are configured to determine a solenoid current feedback of a fuel pump control solenoid and a variation in the feedback. The fuel delivery system, prognosis system, and method are further configured to indicate a potential solenoid electrical connection fault if the solenoid current feedback is less than a predetermined current threshold and less than a predetermined variation threshold, and to indicate a potential solenoid weakened electromagnetic field fault if the solenoid current feedback is greater than the predetermined variation threshold.
    Type: Grant
    Filed: December 7, 2017
    Date of Patent: August 13, 2019
    Assignee: GM GLOBAL TECHNOLOGY OPERATIONS LLC
    Inventors: Azeem Sarwar, Chaitanya Sankavaram, Xiangxing Lu, Syed B Mehdi
  • Publication number: 20190178215
    Abstract: An engine fuel delivery system, prognosis system, and method of conducting a fuel pump solenoid prognosis are provided. The engine fuel delivery system includes a fuel pump having a pumping chamber, a closeable inlet valve (such as a fuel pump control solenoid), and a fuel rail to communicate pressurized fuel received from the fuel pump to at least one engine cylinder. The engine fuel delivery system, prognosis system, and method are configured to determine a solenoid current feedback of a fuel pump control solenoid and a variation in the feedback. The fuel delivery system, prognosis system, and method are further configured to indicate a potential solenoid electrical connection fault if the solenoid current feedback is less than a predetermined current threshold and less than a predetermined variation threshold, and to indicate a potential solenoid weakened electromagnetic field fault if the solenoid current feedback is greater than the predetermined variation threshold.
    Type: Application
    Filed: December 7, 2017
    Publication date: June 13, 2019
    Inventors: Azeem Sarwar, Chaitanya Sankavaram, Xiangxing Lu, Syed B. Mehdi
  • Publication number: 20190040775
    Abstract: A method of diagnosing a lubrication system of an engine includes controlling an oil pump with a control signal. The control signal is a command having a value for a desired lubrication fluid pressure from the oil pump for a current operating state of the engine. A processing unit compares the value of the control signal for the current operating state of the engine to a threshold control value for the current operating state of the engine. When the processing unit determines that the value of the control signal for the current operating state of the engine deviates from the threshold control value for the current operating state of the engine, the processing unit analyzes the value of the control signal to identify a fault in the lubrication system.
    Type: Application
    Filed: August 4, 2017
    Publication date: February 7, 2019
    Applicant: GM GLOBAL TECHNOLOGY OPERATIONS LLC
    Inventors: Azeem Sarwar, Syed B. Mehdi, Xiangxing Lu, Bryan K. Pryor, Shanshan L. Peer
  • Publication number: 20190040812
    Abstract: A method of diagnosing a high pressure fuel delivery system includes sensing an after shutdown fuel pressure in the fuel rail. An after shutdown leak rate is calculated from the after shutdown fuel pressure, and compared to a shutdown leak threshold. The high pressure fuel delivery system is analyzed to detect a leak in one of the fuel rail or the fuel injector when the after shutdown leak rate is greater than the shutdown leak threshold. A cranking fuel pressure in the fuel rail is also sensed. A cranking leak rate is calculated from the cranking fuel pressure, and compared to a cranking leak threshold. The high pressure fuel delivery system is analyzed to detect a leak in the high pressure fuel pump when the cranking leak rate is greater than the cranking leak threshold.
    Type: Application
    Filed: August 4, 2017
    Publication date: February 7, 2019
    Applicant: GM GLOBAL TECHNOLOGY OPERATIONS LLC
    Inventors: Azeem Sarwar, Xiangxing Lu, Rafat F. Hattar