Patents by Inventor Katelyn Stone

Katelyn Stone 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).

  • METHOD FOR PREVENTATIVE MAINTENANCE FORECASTING OF REFRIGERATION SYSTEMS
    Publication number: 20260154473
    Abstract: A method includes: deriving a set of operational states of a refrigeration system based on combinations of actuator positions; accessing a set of timeseries sensor data captured by sensors associated with a refrigeration system; accessing a set of refrigeration system rules specifying nominal behavior of refrigeration components in distinct operational states; generating a set of forecast sensor data representing predicted behavior of the refrigeration system in operational states based on a segment of timeseries sensor data, representing the operational state, and the set of refrigeration system rules; detecting a deviation, in a set of forecast sensor data representing predicted behavior of the refrigeration system in an operational state, from nominal thermodynamic behavior of refrigeration components in the operational state; detecting a refrigeration component associated with the deviation according to a graph of the refrigeration system; and flagging the refrigeration component for inspection prior to p
    Type: Application
    Filed: December 2, 2025
    Publication date: June 4, 2026
    Inventors: Adam Graham, Amrit Robbins, Junghee Kim, James Wheatley, Kyle Eastwood, Katelyn Stone, Michelle Kim, Matthew Conrad Nigro, Patrick Castles, Steven Stonaker, Juliana Campos Parajeles, Sofía Galán Bataller, Robert Leffler