Wear mechanism and classification including wear particle classification and characters are analyzed and discussed.

The powder produced by the method mentioned had narrow particle distribution and good consistence, which did not need further classification and could reach export product standard.

Particle swarm optimization- support vector machine classification has slightly better result than self-organizing neural networks, but the complexity of network was increased.