Open access
Aug 2026
Fault Diagnosis Method for Control Cabinet Based on Quantum-Behaved Particle Swarm Optimization and Kernel Extreme Learning Machine
A fault diagnosis method based on QPSO-KELM, which achieves a diagnostic accuracy of 97.5% and saves 13.55 ms in a single training time compared with PSO-KELM, providing a new approach for the intelligent operation and upkeep of substation assets.
Yi-Qing Lin, Ming Wei, Yi-Ni Zhang et al.
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