Multi-joint entrogy theory and data fusion theory are introduced into health monitoring for complex equipment.Through computiong multi-sensor joint entropy under certain signal space partition

and the joint entropy is described as the health index for complex equipment.Setting joint singular spectrum entropy of flight data as a example

the method is applied in engine health monitoring

and can be extended to various complex equipment as a uniform and general method.