Patents by Inventor John Andrew Ellis
John Andrew Ellis 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).
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Patent number: 9412082Abstract: A method and system for controlling demand events in a utility network with multiple customer sites. The value of a demand response parameter threshold for invoking a demand response event is calculated based on the number of available demand response events and the number of opportunities remaining to issue the available demand response events. This parameter represents the utility objectives for using the demand response program (e.g., cost savings, reliability, avoided costs). A current value of the demand response parameter is compared to the threshold value, and a determination is made whether or not to call a demand response event for the current opportunity, or to save the event for a future opportunity based upon this comparison.Type: GrantFiled: December 23, 2009Date of Patent: August 9, 2016Assignee: General Electric CompanyInventors: Rajesh Tyagi, Jason Wayne Black, John Andrew Ellis, Bex George Thomas
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Publication number: 20150149234Abstract: Systems and methods for airline fleet retirement prediction are provided. One methods includes obtaining market information for the airline that defines at least one market for the airline, determining a plurality of aircraft types (priority groupings) for the airline within the at least one market to define an airline fleet model, and determining deployment priorities for the plurality of aircraft types within the at least market. The method further includes developing one or more operational models using at least one of airline operational data or airline fleet data for the plurality of aircraft types and determining aircraft retirement prediction data for the airline using the airline fleet model and the one or more operational models developed for the airline.Type: ApplicationFiled: November 27, 2013Publication date: May 28, 2015Applicant: General Electric CompanyInventors: Adam Rasheed, John Andrew Ellis, Venkatraman Ananthakrishnan Iyer, Keith Robert Lesch
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Methods and systems for generating transition probability matrices through an optimization framework
Patent number: 8249981Abstract: A method for generating an optimized transition probability matrix (OTPM) is provided. The method is performed using a computer system coupled to a database. The method includes storing in the database financial data including obligor credit ratings, generating multi-period empirical transition probability matrices (ETPMs) for a selected time horizon using the financial data stored within the database, generating a mathematical expression to minimize a difference between target ETPM values and candidate OTPM values, and calculating the OTPM from the generated mathematical expression and the financial data stored within the database, wherein the calculated OTPM includes a first set of optimized transition probability values for predicting a likelihood that a credit rating of an obligor will migrate from one credit state to another credit state during a first time interval in the future.Type: GrantFiled: December 16, 2008Date of Patent: August 21, 2012Assignee: GE Corporate Financial Services, Inc.Inventors: Sean Coleman Keenan, Vishwanath Avasarala, Jason Wayne Black, Kete Chalermkraivuth, John Andrew Ellis, Radu Neagu, Rajesh Venkat Subbu, Jingjiao Zhang, David Chienju Li -
METHODS AND SYSTEMS FOR GENERATING TRANSITION PROBABILITY MATRICES THROUGH AN OPTIMIZATION FRAMEWORK
Publication number: 20110246386Abstract: A method for generating an optimized transition probability matrix (OTPM) is provided. The method is performed using a computer system coupled to a database. The method includes storing in the database financial data including obligor credit ratings, generating multi-period empirical transition probability matrices (ETPMs) for a selected time horizon using the financial data stored within the database, generating a mathematical expression to minimize a difference between target ETPM values and candidate OTPM values, and calculating the OTPM from the generated mathematical expression and the financial data stored within the database, wherein the calculated OTPM includes a first set of optimized transition probability values for predicting a likelihood that a credit rating of an obligor will migrate from one credit state to another credit state during a first time interval in the future.Type: ApplicationFiled: December 16, 2008Publication date: October 6, 2011Inventors: Sean Coleman Keenan, Vishwanath Avasarala, Jason Wayne Black, Kete Chalermkraivuth, John Andrew Ellis, Radu Neagu, Rajesh Vankat Subbu, Jingjiao Zhang -
Patent number: 8005733Abstract: A visual interactive multi-criteria decision-making method and computer-based apparatus for portfolio management. The method/apparatus supports partitioning of a portfolio of physical or other assets into two mutually exclusive categories, such as assets recommended for sale and assets recommended for retention. The method/apparatus utilizes one or more coupled 2-D projections of the portfolio in criteria space. The user interacts with the projections to express and record preferences.Type: GrantFiled: December 28, 2006Date of Patent: August 23, 2011Assignee: General Electric Capital CorporationInventors: Rajesh Venkat Subbu, Kete Chalermkraivuth, Jose R. Celaya, James G. Russo, John Andrew Ellis, Hoai-Hai Doan, Melissa Ialeggio, Matthew Allen
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Publication number: 20110153102Abstract: A method and system for controlling demand events in a utility network with multiple customer sites. The value of a demand response parameter threshold for invoking a demand response event is calculated based on the number of available demand response events and the number of opportunities remaining to issue the available demand response events. This parameter represents the utility objectives for using the demand response program (e.g., cost savings, reliability, avoided costs). A current value of the demand response parameter is compared to the threshold value, and a determination is made whether or not to call a demand response event for the current opportunity, or to save the event for a future opportunity based upon this comparison.Type: ApplicationFiled: December 23, 2009Publication date: June 23, 2011Applicant: GENERAL ELECTRIC COMPANYInventors: Rajesh Tyagi, Jason Wayne Black, John Andrew Ellis, Bex George Thomas
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Patent number: 7822669Abstract: A method of operating a computer system includes storing, in the computer system, a database containing performance measure data regarding performance measures of a plurality of items. The method further includes inputting into the computer system a plurality of performance measure constraints. The method also includes modeling the performance measure constraints with a set of equations. The equations include a plurality of variables. Each of the variables corresponds to a respective one of the items. Each variable is, for example, to be assigned either the value “1” or the value “0”. The value “1” may represent a recommendation to take an action relative to the corresponding item in the portfolio and the value “0” may represent a recommendation to take another action. The computer system is used to solve the set of equations to generate one or more solutions that satisfy the performance measure constraints.Type: GrantFiled: March 27, 2007Date of Patent: October 26, 2010Assignee: General Electric Capital CorporationInventors: Rajesh Tyagi, Kete Chalermkraivuth, Marc Anthony Garbiras, John Andrew Ellis, Matthew Allen, James G. Russo
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METHODS AND SYSTEMS FOR GENERATING TRANSITION PROBABILITY MATRICES THROUGH AN OPTIMIZATION FRAMEWORK
Publication number: 20100153299Abstract: A method for generating an optimized transition probability matrix (OTPM) is provided. The method is performed using a computer system coupled to a database. The method includes storing in the database financial data including obligor credit ratings, generating multi-period empirical transition probability matrices (ETPMs) for a selected time horizon using the financial data stored within the database, generating a mathematical expression to minimize a difference between target ETPM values and candidate OTPM values, and calculating the OTPM from the generated mathematical expression and the financial data stored within the database, wherein the calculated OTPM includes a first set of optimized transition probability values for predicting a likelihood that a credit rating of an obligor will migrate from one credit state to another credit state during a first time interval in the future.Type: ApplicationFiled: December 16, 2008Publication date: June 17, 2010Inventors: Sean Coleman Keenan, Vishwanath Avasarala, Jason Wayne Black, Kete Chalermkraivuth, John Andrew Ellis, Radu Neagu, Rajesh Vankat Subbu, Jingjiao Zhang -
Publication number: 20080162238Abstract: A visual interactive multi-criteria decision-making method and computer-based apparatus for portfolio management. The method/apparatus supports partitioning of a portfolio of physical or other assets into two mutually exclusive categories, such as assets recommended for sale and assets recommended for retention. The method/apparatus utilizes one or more coupled 2-D projections of the portfolio in criteria space. The user interacts with the projections to express and record preferences.Type: ApplicationFiled: December 28, 2006Publication date: July 3, 2008Inventors: Rajesh Venkat subbu, Kete Chalermkraivuth, Jose R. Celaya, James G. Russo, John Andrew Ellis, Hoai-Hai Doan, Melissa Ialeggio, Matthew Allen
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Publication number: 20080163085Abstract: A visual interactive multi-criteria decision-making method and computer-based apparatus for portfolio management. The method/apparatus supports partitioning of a portfolio of physical or other assets into two mutually exclusive categories, such as assets recommended for sale and assets recommended for retention. The method/apparatus utilizes one or more coupled 2-D projections of the portfolio in criteria space. The user interacts with the projections to express and record preferences.Type: ApplicationFiled: December 28, 2006Publication date: July 3, 2008Inventors: Rajesh Venkat Subbu, Kete Chalermkraivuth, Jose R. Celaya, James G. Russo, John Andrew Ellis, Hoai-Hai Doan, Melissa Ialeggio, Matthew Allen
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Publication number: 20080120251Abstract: A method of operating a computer system includes storing, in the computer system, a database containing performance measure data regarding performance measures of a plurality of items. The method further includes inputting into the computer system a plurality of performance measure constraints. The method also includes modeling the performance measure constraints with a set of equations. The equations include a plurality of variables. Each of the variables corresponds to a respective one of the items. Each variable is, for example, to be assigned either the value “1” or the value “0”. The value “1” may represent a recommendation to take an action relative to the corresponding item in the portfolio and the value “0” may represent a recommendation to take another action. The computer system is used to solve the set of equations to generate one or more solutions that satisfy the performance measure constraints.Type: ApplicationFiled: March 27, 2007Publication date: May 22, 2008Inventors: Rajesh Tyagi, Kete Chalermkraivuth, Marc Anthony Garbiras, John Andrew Ellis, Matthew Allen, James G. Russo