Electromechanical actuators (EMAs), as the critical actuator system of next-generation aircraft, have attracted attention many institutions and enterprises around world. However, due to harsh working conditions, their reliability cannot satisfy requirements widespread application in aircraft. Therefore, order conduct fault diagnosis on EMAs, this paper, we establish a comprehensive dynamic mode...