Research Article

Wheel/Rail Adhesion State Identification of Heavy-Haul Locomotive Based on Particle Swarm Optimization and Kernel Extreme Learning Machine

Table 1

The comparison table of testing results of three methods.

MethodRunning time (s)Identification accuracy (%)

PSO-SVM33.8585.11
KELM0.4987.00
Proposed method (PSO-KELM)18.6892.60