Patents by Inventor Max Peysakhov

Max Peysakhov 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).

  • Detection and use of anomalies in an industrial environment
    Patent number: 11551111
    Abstract: A method for predicting variables of interest related to a system includes collecting one or more sensor streams over a time period from sensors in the system and generating one or more anomaly streams for the time period based on the sensor streams. Values for variables of interest for the time period are determined based on the sensor streams and the anomaly streams. Next, a time-series predictive algorithm is applied to the (i) the sensor streams, (ii) the anomaly streams, and (iii) the values for the variables of interest to generate a model for predicting new values for the variables of interest. The model may then be used to predict values for the variables of interest at a time within a new time period based on one or more new sensor streams.
    Type: Grant
    Filed: April 19, 2019
    Date of Patent: January 10, 2023
    Assignee: PTC INC.
    Inventors: Bruce F. Katz, Max Peysakhov
  • DETECTION AND USE OF ANOMALIES IN AN INDUSTRIAL ENVIRONMENT
    Publication number: 20190325328
    Abstract: A method for predicting variables of interest related to a system includes collecting one or more sensor streams over a time period from sensors in the system and generating one or more anomaly streams for the time period based on the sensor streams. Values for variables of interest for the time period are determined based on the sensor streams and the anomaly streams. Next, a time-series predictive algorithm is applied to the (i) the sensor streams, (ii) the anomaly streams, and (iii) the values for the variables of interest to generate a model for predicting new values for the variables of interest. The model may then be used to predict values for the variables of interest at a time within a new time period based on one or more new sensor streams.
    Type: Application
    Filed: April 19, 2019
    Publication date: October 24, 2019
    Inventors: Bruce F. Katz, Max Peysakhov