US Patent Issued to Cattron North America on April 21 for "Machine learning-based systems for parameter deviation monitoring and alerting in engines and pump controls" (Georgia Inventors)

ALEXANDRIA, Va., April 21 -- United States Patent no. 12,607,971, issued on April 21, was assigned to Cattron North America Inc. (Warren, Ohio).

"Machine learning-based systems for parameter deviation monitoring and alerting in engines and pump controls" was invented by Brett Allen Davis (Roswell, Ga.), John Edward Geertsema Jr. (Roswell, Ga.) and Christopher Brian Perry (Roswell, Ga.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Exemplary embodiments are disclosed of controllers with machine learning and systems including the same. In exemplary embodiments, a controller is configured to include or be operable for executing a machine learning process during which the controller learns normal level(s) of par...