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Dear editor,rnFault diagnosis of industrial production processes are crucial for early detection of abnormal conditions and help opera-tors to prevent accidents in a timely manner.Therefore,reasonably establishing a fault diagnosis model with better performance and reducing false alarm rate are vital for im-proving the efficiency of industrial operations and ensuring the safety and reliable operation of equipment.