US Patent Issued to Rivian IP Holdings on April 21 for "Battery state of charge control using machine learning" (Washington, Texas Inventors)

ALEXANDRIA, Va., April 21 -- United States Patent no. 12,606,045, issued on April 21, was assigned to Rivian IP Holdings LLC (Irvine, Calif.).

"Battery state of charge control using machine learning" was invented by Paul McLachlan (Bellevue, Wash.) and Weiyang Sun (Frisco, Texas).

According to the abstract* released by the U.S. Patent & Trademark Office: "Controlling a battery state of charge using machine learning is provided. A system of an electric vehicle identifies data including a state of charge of a battery of the electric vehicle, a state of health of the battery of the electric vehicle, and a drive mode of the electric vehicle. The system establishes, based on input of the data into a local model configured on the electric vehic...