Peng-Peng Wang

Bearing fault classification using TDA-guided feature fusion

The application of Topological Data Analysis (TDA) to bearing fault diagnosis is emerging as a new research direction. However, the excessive time consumption of persistent homology in the TDA pipeline poses a new challenge. This paper improves the method from three aspects: the size of the Takens sliding window, the n...