A Classification Algorithm of Fault Modes-Integrated LSSVM and PSO with Parameters’ Optimization of VMD

<div>Comparison of diagnosis accuracy of both PSO and LSSVM optimized and nonoptimized. (a) Result of both PSO and LSSVM optimized. (b) Diagnosis accuracy of nonoptimized.</div>

Mathematical Problems in Engineering

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Figure 8

Figure 8: A Classification Algorithm of Fault Modes-Integrated LSSVM and PSO with Parameters’ Optimization of VMD 