Fault Diagnosis Method for Directional-control Valves and Hydraulic Cylinders Based on Particle Swarm Optimization-hybrid Kernel Support Vector Machine

DUAN Bowen, MUHETAER Kelimu, YANG Bo

Chinese Hydraulics & Pneumatics ›› 2026, Vol. 50 ›› Issue (4) : 28-36.

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Chinese Hydraulics & Pneumatics ›› 2026, Vol. 50 ›› Issue (4) : 28-36. DOI: 10.11832/j.issn.1000-4858.2026.04.004

Fault Diagnosis Method for Directional-control Valves and Hydraulic Cylinders Based on Particle Swarm Optimization-hybrid Kernel Support Vector Machine

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{{article.zuoZheEn_L}}. {{article.title_en}}[J]. {{journal.qiKanMingCheng_EN}}, 2026, 50(4): 28-36 https://doi.org/10.11832/j.issn.1000-4858.2026.04.004

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