Patents by Inventor George Paul Montgomery, Jr.

George Paul Montgomery, Jr. 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).

  • Fault prediction framework using temporal data mining
    Patent number: 8676432
    Abstract: A vehicle fault diagnosis and prognosis system includes a computing platform configured to receive a classifier from a remote server, the computing platform tangibly embodying computer-executable instructions for evaluating data sequences received from a vehicle control network and applying the classifier to the data sequences, wherein the classifier is configured to determine if the data sequences define a pattern that is associated with a particular fault.
    Type: Grant
    Filed: January 13, 2010
    Date of Patent: March 18, 2014
    Assignee: GM Global Technology Operations LLC
    Inventors: Debprakash Patnaik, Pulak Bandyopadhyay, Steven W. Holland, Kootaala P. Unnikrishnan, George Paul Montgomery, Jr.
  • Aggregated information fusion for enhanced diagnostics, prognostics and maintenance practices of vehicles
    Patent number: 8095261
    Abstract: A system and method for enhancing vehicle diagnostic and prognostic algorithms and improving vehicle maintenance practices. The method includes collecting data from vehicle components, sub-systems and systems, and storing the collected data in a database. The collected and stored data can be from multiple sources for similar vehicles or similar components and can include various types of trouble codes and labor codes as well as other information, such as operational data and physics of failure data, which are fused together. The method generates classes for different vehicle components, sub-systems and systems, and builds feature extractors for each class using data mining techniques of the data stored in the database. The method also generates classifiers that classify the features for each class. The feature extractors and feature classifiers are used to determine when a fault condition has occurred for a vehicle component, sub-system or system.
    Type: Grant
    Filed: March 5, 2009
    Date of Patent: January 10, 2012
    Assignee: GM Global Technology Operations LLC
    Inventors: Mark N. Howell, Mutasim A. Salman, Xidong Tang, Yilu Zhang, Xiaodong Zhang, Yuen-Kwok Chin, Soumen De, Debprakash Patnaik, Sabyasachi Bhattacharya, Pulak Bandyopadhyay, Balarama V. Murty, Ansaf I. Alrabady, Rami I. Debouk, Steven W. Holland, George Paul Montgomery, Jr.
  • FAULT PREDICTION FRAMEWORK USING TEMPORAL DATA MINING
    Publication number: 20110172874
    Abstract: A vehicle fault diagnosis and prognosis system includes a computing platform configured to receive a classifier from a remote server, the computing platform tangibly embodying computer-executable instructions for evaluating data sequences received from a vehicle control network and applying the classifier to the data sequences, wherein the classifier is configured to determine if the data sequences define a pattern that is associated with a particular fault.
    Type: Application
    Filed: January 13, 2010
    Publication date: July 14, 2011
    Applicant: GM GLOBAL TECHNOLOGY OPERATIONS, INV.
    Inventors: Debprakash Patnaik, Pulak Bandyopadhyay, Steven W. Holland, Kootaala P. Unnikrishnan, George Paul Montgomery, JR.
  • AGGREGATED INFORMATION FUSION FOR ENHANCED DIAGNOSTICS, PROGNOSTICS AND MAINTENANCE PRACTICES OF VEHICLES
    Publication number: 20100228423
    Abstract: A system and method for enhancing vehicle diagnostic and prognostic algorithms and improving vehicle maintenance practices. The method includes collecting data from vehicle components, sub-systems and systems, and storing the collected data in a database. The collected and stored data can be from multiple sources for similar vehicles or similar components and can include various types of trouble codes and labor codes as well as other information, such as operational data and physics of failure data, which are fused together. The method generates classes for different vehicle components, sub-systems and systems, and builds feature extractors for each class using data mining techniques of the data stored in the database. The method also generates classifiers that classify the features for each class. The feature extractors and feature classifiers are used to determine when a fault condition has occurred for a vehicle component, sub-system or system.
    Type: Application
    Filed: March 5, 2009
    Publication date: September 9, 2010
    Applicant: GM GLOBAL TECHNOLOGY OPERATIONS, INC.
    Inventors: MARK N. HOWELL, MUTASIM A. SALMAN, XIDONG TANG, YILU ZHANG, XIAODONG ZHANG, YUEN-KWOK CHIN, SOUMEN DE, DEBPRAKASH PATNAIK, SABYASACHI BHATTACHARYA, PULAK BANDYOPADHYAY, BALARAMA V. MURTY, ANSAF I. ALRABADY, RAMI I. DEBOUK, STEVEN W. HOLLAND, GEORGE PAUL MONTGOMERY, JR.