US Patent Issued to Atieva on June 23 for "Machine learning-based anomaly detection and alert system for oil pumps" (California Inventors)

ALEXANDRIA, Va., July 15 -- United States Patent no. 12,662,140, issued on June 23, was assigned to Atieva Inc. (Newark, Calif.).

"Machine learning-based anomaly detection and alert system for oil pumps" was invented by Jingman Li (Newark, Calif.), Mengqi Yao (Newark, Calif.), Sahil Rahimi (Newark, Calif.), Ray Zheng (Newark, Calif.) and Joanne Lin (Newark, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A system for detecting an anomaly of a vehicle pump. The system receives input parameters comprising at least a pump speed command to a pump of a vehicle at a time t, and an electric current of the pump prior to the time t. The system applies, to the input parameters, a machine learning model, configur...