Patents by Inventor Laura DIAL

Laura DIAL 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).

  • Machine learning assisted development in additive manufacturing
    Patent number: 11511491
    Abstract: Methods and systems for optimizing additive process parameters for an additive manufacturing process. In some embodiments, the process includes receiving initial additive process parameters, generating an uninformed design of experiment utilizing a specified sampling protocol, next generating, based on the uninformed design of experiment, response data, and then generating, based on the response data and on previous design of experiment that includes at least one of the uninformed design of experiment and informed design of experiment, an informed design of experiment by using the machine learning model and the intelligent sampling protocol. The last process step is repeated until a specified objective is reached or satisfied.
    Type: Grant
    Filed: November 8, 2018
    Date of Patent: November 29, 2022
    Assignee: General Electric Company
    Inventors: Voramon Supatarawanich Dheeradhada, Natarajan Chennimalai Kumar, Vipul Kumar Gupta, Laura Dial, Anthony Joseph Vinciquerra, Timothy Hanlon
  • MACHINE LEARNING ASSISTED DEVELOPMENT IN ADDITIVE MANUFACTURING
    Publication number: 20200147889
    Abstract: Methods and systems for optimizing additive process parameters for an additive manufacturing process. In some embodiments, the process includes receiving initial additive process parameters, generating an uninformed design of experiment utilizing a specified sampling protocol, next generating, based on the uninformed design of experiment, response data, and then generating, based on the response data and on previous design of experiment that includes at least one of the uninformed design of experiment and informed design of experiment, an informed design of experiment by using the machine learning model and the intelligent sampling protocol. The last process step is repeated until a specified objective is reached or satisfied.
    Type: Application
    Filed: November 8, 2018
    Publication date: May 14, 2020
    Inventors: Voramon Supatarawanich DHEERADHADA, Natarajan CHENNIMALAI KUMAR, Vipul Kumar GUPTA, Laura DIAL, Anthony Joseph VINCIQUERRA, Timothy HANLON