Patents by Inventor Prasanth Lade

Prasanth Lade 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).

  • Patent number: 11144842
    Abstract: Methods, systems, and apparatuses for adapting a predictive model for a manufacturing process. One method includes receiving, with an electronic processor, a plurality of data points for a plurality of manufactured parts and the predictive model. The predictive model outputs a label for a manufactured part provided by the manufacturing process indicating whether the manufactured part is accepted or rejected. The method also includes estimating, with the electronic processor, a drift for each of the plurality of data points and generating, with the electronic processor, an adapted version of the predictive model based on the predictive model and the drift for each of the plurality of data points. In addition, the method includes outputting, with the electronic processor, a label for each of the plurality of manufactured parts using the adapted version of the predictive model.
    Type: Grant
    Filed: November 8, 2016
    Date of Patent: October 12, 2021
    Assignee: Robert Bosch GmbH
    Inventors: Subhro Das, Prasanth Lade, Soundar Srinivasan, Rumi Ghosh
  • Patent number: 10430269
    Abstract: Methods and systems for performing root cause analysis for an assembly line including a plurality of nodes using path tracking. One method includes receiving tracking data identifying a subset of the plurality of nodes processing a product produced by the assembly line and receiving approval data associated with the assembly line identifying whether each product produced by the assembly line fails an approval metric. The method also includes enumerating a plurality of paths through the assembly line based on the tracking data and determining a failure rate for each of the plurality of paths based on the approval data. In addition, the method includes identifying a malfunctioning path included in the plurality of paths based on the failure rate for each of the plurality of paths, identifying a malfunctioning node based on the malfunctioning path, and performing an automatic action to address the malfunctioning node.
    Type: Grant
    Filed: January 17, 2017
    Date of Patent: October 1, 2019
    Assignee: Robert Bosch GmbH
    Inventors: Jeffrey Keating Thompson, Michael Frankmann, Goktug Tankut Cinar, Carlos Eduardo Cunha, Prasanth Lade
  • Publication number: 20170206469
    Abstract: Methods, systems, and apparatuses for adapting a predictive model for a manufacturing process. One method includes receiving, with an electronic processor, a plurality of data points for a plurality of manufactured parts and the predictive model. The predictive model outputs a label for a manufactured part provided by the manufacturing process indicating whether the manufactured part is accepted or rejected. The method also includes estimating, with the electronic processor, a drift for each of the plurality of data points and generating, with the electronic processor, an adapted version of the predictive model based on the predictive model and the drift for each of the plurality of data points. In addition, the method includes outputting, with the electronic processor, a label for each of the plurality of manufactured parts using the adapted version of the predictive model.
    Type: Application
    Filed: November 8, 2016
    Publication date: July 20, 2017
    Inventors: Subhro Das, Prasanth Lade, Soundar Srinivasan, Rumi Ghosh
  • Publication number: 20170206127
    Abstract: Methods and systems for performing root cause analysis for an assembly line including a plurality of nodes using path tracking. One method includes receiving tracking data identifying a subset of the plurality of nodes processing a product produced by the assembly line and receiving approval data associated with the assembly line identifying whether each product produced by the assembly line fails an approval metric. The method also includes enumerating a plurality of paths through the assembly line based on the tracking data and determining a failure rate for each of the plurality of paths based on the approval data. In addition, the method includes identifying a malfunctioning path included in the plurality of paths based on the failure rate for each of the plurality of paths, identifying a malfunctioning node based on the malfunctioning path, and performing an automatic action to address the malfunctioning node.
    Type: Application
    Filed: January 17, 2017
    Publication date: July 20, 2017
    Inventors: Jeffrey Keating Thompson, Michael Frankmann, Goktug Tankut Cinar, Carlos Eduardo Cunha, Prasanth Lade