ALEXANDRIA, Va., Feb. 24 -- United States Patent no. 12,563,421, issued on Feb. 24, was assigned to T-Mobile USA Inc. (Bellevue, Wash.).
"Predicting and mitigating failure of telecommunications network equipment" was invented by Jan Olav Opedal (Ellensburg, Wash.).
According to the abstract* released by the U.S. Patent & Trademark Office: "A system uses a trained machine learning model to predict a likelihood of failure of telecommunications network equipment housed in equipment boxes. The model can be configured to receive, as input, (1) air temperature in an environment proximate to the equipment and (2) attributes of fans in the equipment boxes. The system monitors a set of equipment boxes using the model by processing the received mea...