A bagging-strategy based heterogeneous ensemble deep neural networks approach for the multiple components fault diagnosis of hydraulic systems

Hydraulic systems faults have the characteristics of being highly concealed and unclear. Due to the characteristics of the complex vibration transmission mechanism and strong nonlinear time-varying signals in hydraulic systems, it is extremely difficult to achieve fault diagnosis for hydraulic syste...

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Veröffentlicht in:	Measurement science & technology 2023-06, Vol.34 (6), p.65007
Hauptverfasser:	Wang, Junlang, Xu, Huoyao, Liu, Jie, Peng, Xiangyu, He, Chaoming
Format:	Artikel
Sprache:	eng
Online-Zugang:	Volltext
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