Patents by Inventor Sumit Batra
Sumit Batra 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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Publication number: 20240232741Abstract: A method for assigning a set of resources to a set of stations includes retrieving a set of pre-determined resource assignments; generating a set of resource assignment copies; receiving a resource constraint for the set of resources and a station constraint for the set of stations; assigning a set of first weights to the set of pre-determined resource assignments and a set of second weights to the set of resource assignment copies; determining at least one set of possible resource assignments that satisfies the resource constraint; determining a total weight for each set; determining a set of solution resource assignments as a set of the at least one set of possible resource assignments having a lowest total weight; and autonomously presenting the set of solution resource assignments on at least one display.Type: ApplicationFiled: October 21, 2022Publication date: July 11, 2024Inventors: Guodong Zhu, Bosung Kim, Balaji Nagarajan, Kuldeep Sharma, Bayli Waidelich, Allyson King, Sumit Batra, Shau-Shiang Sunny Ja
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Publication number: 20240135275Abstract: A method for assigning a set of resources to a set of stations includes retrieving a set of pre-determined resource assignments; generating a set of resource assignment copies; receiving a resource constraint for the set of resources and a station constraint for the set of stations; assigning a set of first weights to the set of pre-determined resource assignments and a set of second weights to the set of resource assignment copies; determining at least one set of possible resource assignments that satisfies the resource constraint; determining a total weight for each set; determining a set of solution resource assignments as a set of the at least one set of possible resource assignments having a lowest total weight; and autonomously presenting the set of solution resource assignments on at least one display.Type: ApplicationFiled: October 20, 2022Publication date: April 25, 2024Inventors: Guodong Zhu, Bosung Kim, Balaji Nagarajan, Kuldeep Sharma, Bayli Waidelich, Allyson King, Sumit Batra, Shau-Shiang Sunny Ja
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Publication number: 20230045862Abstract: A crew planning system includes a demand forecasting module and an optimization module. The system forecasts anticipated reserve demand levels, and determines suitable reserve staffing approaches to meet anticipated reserve demand. The forecasting is based upon probabilistic distribution models which take into account variability associated with reserve demand for a particular day. Via use of the crew planning system, reserve staffing expenses may be reduced and/or reserve demand may be met with a higher degree of probability.Type: ApplicationFiled: October 6, 2022Publication date: February 16, 2023Applicant: American Airlines, Inc.Inventors: Timothy L. Jacobs, Sumit Batra, Hadi Purnomo, Kathleen Dege, Markus A. Wegner, JonCarlo Gulbranson
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Patent number: 11551166Abstract: A crew planning system includes a demand forecasting module and an optimization module. The system forecasts anticipated reserve demand levels, and determines suitable reserve staffing approaches to meet anticipated reserve demand. The forecasting is based upon probabilistic distribution models which take into account variability associated with reserve demand for a particular day. Via use of the crew planning system, reserve staffing expenses may be reduced and/or reserve demand may be met with a higher degree of probability.Type: GrantFiled: November 14, 2019Date of Patent: January 10, 2023Assignee: AMERICAN AIRLINES, INC.Inventors: Timothy L. Jacobs, Sumit Batra, Hadi Purnomo, Kathleen Dege, Markus A. Wegner, JonCarlo Gulbranson
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Publication number: 20200097888Abstract: A crew planning system includes a demand forecasting module and an optimization module. The system forecasts anticipated reserve demand levels, and determines suitable reserve staffing approaches to meet anticipated reserve demand. The forecasting is based upon probabilistic distribution models which take into account variability associated with reserve demand for a particular day. Via use of the crew planning system, reserve staffing expenses may be reduced and/or reserve demand may be met with a higher degree of probability.Type: ApplicationFiled: November 14, 2019Publication date: March 26, 2020Applicant: American Airlines, Inc.Inventors: Timothy L. Jacobs, Sumit Batra, Hadi Purnomo, Kathleen Dege, Markus A. Wegner, JonCarlo Gulbranson
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Patent number: 10515324Abstract: A crew planning system includes a demand forecasting module and an optimization module. The system forecasts anticipated reserve demand levels, and determines suitable reserve staffing approaches to meet anticipated reserve demand. The forecasting is based upon probabilistic distribution models which take into account variability associated with reserve demand for a particular day. Via use of the crew planning system, reserve staffing expenses may be reduced and/or reserve demand may be met with a higher degree of probability.Type: GrantFiled: August 14, 2018Date of Patent: December 24, 2019Assignee: AMERICAN AIRLINES, INC.Inventors: Timothy L. Jacobs, Sumit Batra, Hadi Purnomo, Kathleen Dege, Markus A. Wegner, JonCarlo Gulbranson
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Publication number: 20180365625Abstract: A crew planning system includes a demand forecasting module and an optimization module. The system forecasts anticipated reserve demand levels, and determines suitable reserve staffing approaches to meet anticipated reserve demand. The forecasting is based upon probabilistic distribution models which take into account variability associated with reserve demand for a particular day. Via use of the crew planning system, reserve staffing expenses may be reduced and/or reserve demand may be met with a higher degree of probability.Type: ApplicationFiled: August 14, 2018Publication date: December 20, 2018Applicant: American Airlines, Inc.Inventors: Timothy L. Jacobs, Sumit Batra, Hadi Purnomo, Kathleen Dege, Markus A. Wegner, JonCarlo Gulbranson
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Patent number: 10102487Abstract: A crew planning system includes a demand forecasting module and an optimization module. The system forecasts anticipated reserve demand levels, and determines suitable reserve staffing approaches to meet anticipated reserve demand. The forecasting is based upon probabilistic distribution models which take into account variability associated with reserve demand for a particular day. Via use of the crew planning system, reserve staffing expenses may be reduced and/or reserve demand may be met with a higher degree of probability.Type: GrantFiled: March 11, 2013Date of Patent: October 16, 2018Assignee: AMERICAN AIRLINES, INC.Inventors: Timothy L. Jacobs, Sumit Batra, Hadi Purnomo, Kathleen Dege, Markus A. Wegner, JonCarlo Gulbranson
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Publication number: 20140257900Abstract: A crew planning system includes a demand forecasting module and an optimization module. The system forecasts anticipated reserve demand levels, and determines suitable reserve staffing approaches to meet anticipated reserve demand. The forecasting is based upon probabilistic distribution models which take into account variability associated with reserve demand for a particular day. Via use of the crew planning system, reserve staffing expenses may be reduced and/or reserve demand may be met with a higher degree of probability.Type: ApplicationFiled: March 11, 2013Publication date: September 11, 2014Applicant: US Airways, Inc.Inventors: Timothy L. Jacobs, Sumit Batra, Hadi Purnomo, Kathleen Dege, Markus A. Wegner, JonCarlo Gulbranson