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Abstract:Major equipment manufacturing industry is the pillar of national economy and is also the strategic industry related to the national security. The operation safety of major equipment has always been the focus of public attention. Due to the harsh working conditions, the key components of the mechanical equipment are prone to failure, which will result in performance degradation and even breakdown of the equipment. Condition monitoring and fault diagnosis are necessary to ensure the safedoi:10.3901/jme.2020.17.091 fatcat:djm5krndibdupcktdg3yghhvle