Patents by Inventor Dean DASKALANTONAKIS

Dean DASKALANTONAKIS 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).

  • Generating constraints based on reported crop arrivals to marketplaces and remote sensed data to estimate farm yields of farm fields
    Patent number: 11645726
    Abstract: Provided are a computer program product, system, and method for generating constraints based on reported crop arrivals to marketplaces and remote sensed data to estimate farm yields of farm fields. A total arrival quantity constraint for a marketplace is generated comprising a function of a reported arrival of crops at a marketplace and an estimated arrival to the marketplace comprising a sum of farm yields for the farm fields, wherein the farm yields comprise variables to optimize. Sensed data of the farm fields is used to determine relationships of the farm yields for the farm fields. Comparative farm yield constraints are generated comprising relationships of the farm yields for different pairs of farms. A constraint optimization problem is solved based on the total arrival quantity constraint and comparative farm yield constraints to calculate the farm yields of the farm fields.
    Type: Grant
    Filed: April 30, 2020
    Date of Patent: May 9, 2023
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Sushain Pandit, Smitkumar Narotambhai Marvaniya, Mohit Jain, Wesley Richards, Dean Daskalantonakis, Jagabondhu Hazra
  • GENERATING CONSTRAINTS BASED ON REPORTED CROP ARRIVALS TO MARKETPLACES AND REMOTE SENSED DATA TO ESTIMATE FARM YIELDS OF FARM FIELDS
    Publication number: 20210342953
    Abstract: Provided are a computer program product, system, and method for generating constraints based on reported crop arrivals to marketplaces and remote sensed data to estimate farm yields of farm fields. A total arrival quantity constraint for a marketplace is generated comprising a function of a reported arrival of crops at a marketplace and an estimated arrival to the marketplace comprising a sum of farm yields for the farm fields, wherein the farm yields comprise variables to optimize. Sensed data of the farm fields is used to determine relationships of the farm yields for the farm fields. Comparative farm yield constraints are generated comprising relationships of the farm yields for different pairs of farms. A constraint optimization problem is solved based on the total arrival quantity constraint and comparative farm yield constraints to calculate the farm yields of the farm fields.
    Type: Application
    Filed: April 30, 2020
    Publication date: November 4, 2021
    Inventors: Sushain PANDIT, Smitkumar Narotambhai MARVANIYA, Mohit JAIN, Wesley RICHARDS, Dean DASKALANTONAKIS, Jagabondhu HAZRA