In engineering. the fault data unevenly distribute and difficultly share. which causes that the existing fault diagnosis methods cannot recognize the newly added fault types. An intelligent diagnosis method for machine fault is proposed based on federated learning. https://safeersappliancers.shop/product-category/freezers/