ALEXANDRIA, Va., Sept. 23 -- United States Patent no. 12,423,557, issued on Sept. 23, was assigned to Northeastern University (Shenyang, China).
"LSTM-based hot-rolling roll-bending force predicting method" was invented by Xu Li (Shenyang, China), Feng Luan (Shenyang, China), Lin Wang (Shenyang, China), Yan Wu (Shenyang, China), Yuejiao Han (Shenyang, China) and Dianhua Zhang (Shenyang, China).
According to the abstract* released by the U.S. Patent & Trademark Office: "Provided is an LSTM-based hot-rolling roll-bending force predicting method including the steps of acquiring final rolling data of a stand of a stainless steel rolling mill when performing a hot rolling process, and dividing the data into a training set traindata and a test ...