As a critical step in semiconductor manufacturing, the precision and efficiency of semiconductor equipment cleaning have become essential safeguards for the smooth operation of the entire industry chain. To address market development challenges and meet customer factory audit requirements, enhancing production efficiency and product quality has become an industry consensus. Against this backdrop, the introduction of digital technologies has become particularly crucial.