Multilayer Extreme Learning Convolutional Feature Neural Network Model for the Weak Feature Classification and Status Identification of Planetary Bearing

Figure 4

Schematic diagram of ELM structure and principle.

(a) ELM network structure diagram and its parameterized model

(b) Spatial model diagram of ELM. The nonlinear characteristics of the input data are fitted by multiple mappings