Hierarchical fuzzy entropy and improved support vector machine based binary tree approach for rolling bearing fault diagnosis

It can be observed that applying HFE method and LS method to characterize the complexity of bearing vibration signals exhibits good stability and high distinguishability, even the trend of HFE values with different health conditions is similar.HFE values of the 8 hierarchical decomposition nodes reordered by LS.