· To overcome the difficulty of accurately determining the load state of a wet ball mill during the grinding process, a method of mill load identifiion based on improved empirical wavelet transform (EWT), multiscale fuzzy entropy (MFE), and adaptive evolution particle swarm optimization probabilistic neural network (AEPSO_PNN) classifiion is proposed.