Advantage and limitation of variational mode decomposition on signal feature extraction are studied.
Independence-oriented VMD is proposed for solving information loss and over decomposition problem orderly to identify wheel set bearing fault.
Experimental validation and engineering applications are carried out to demonstrate the feasibility of proposed method.