Rotating machinery are the key equipments in supporting industry of national economy. It has great economic and social significance to study on the rotating machinery fault diagnosis, for it can ensure a safe, reliable, efficient, long period, full load and quality environment for equipment operation, avoid enormous economic loss and disastrous accident. The process of rotating machinery fault diagnos is a pattern analysis process, and the kernel method represented by Support Vector Machine brought the thir...