US Patent Issued to Board of Trustees of the University of Arkansas on March 31 for "Detecting or predicting system faults in cooling systems in a non-intrusive manner using deep learning" (Arkansas Inventors)

ALEXANDRIA, Va., March 31 -- United States Patent no. 12,591,230, issued on March 31, was assigned to Board of Trustees of the University of Arkansas (Little Rock, Ark.).

"Detecting or predicting system faults in cooling systems in a non-intrusive manner using deep learning" was invented by Han Hu (Fayetteville, Ark.), Hari Pandey (Fayetteville, Ark.) and Christy Dunlap (Fayetteville, Ark.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A computer-implemented method, system and computer program product for detecting or predicting system faults in cooling systems. A model (deep learning model) is built and trained to detect or predict system faults in a cooling system based on acoustic emission signals (both i...