The quality of information extracted from the vibration signals, and accuracy bearing status detection depend on methods used to process signal select informative features. In this paper, a new hybrid approach is introduced in which relatively swarm decomposition (SWD) method optimized compensation distance evaluation technique (OCDET) are enhance processing stage improve optimal features selec...