US Patent Issued on Jan. 27 for "Self-adaptive lithium-ion battery method using knowledge-reinforced machine learning and kalman filtering, electronic device, and storage medium" (Chinese, American Inventors)

ALEXANDRIA, Va., Jan. 28 -- United States Patent no. 12,535,783, issued on Jan. 27.

"Self-adaptive lithium-ion battery method using knowledge-reinforced machine learning and kalman filtering, electronic device, and storage medium" was invented by Zequn Wang (Chengdu, China), Guangxing Bai (Zibo, China) and Lun Li (Fairfax, Va.).

According to the abstract* released by the U.S. Patent & Trademark Office: "The present disclosure provides a self-adaptive lithium-ion battery method using knowledge-reinforced machine learning and Kalman filtering, an electronic device, and a storage medium. The method includes training and synchronizing an artificial neural network with dual extended Kalman filters to capture battery capacity data of each of li...