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A Fault Diagnosis Method under Data Imbalance Based on Generative Adversarial Network and Long Short-Term Memory Algorithms for Aircraft Hydraulic System

Acceso

en línea

Kenan Shen and Dongbiao Zhao

Safe and stable operation of the aircraft hydraulic system is of great significance to the flight safety of an aircraft. Any fault may be a threat to flight safety and may lead to enormous economic losses and even human casualties. Hence, the normal stat... ver más

Revista: Aerospace Formato: Electrónico

Tabla de contenido: Vol: 10 Num: 0 Par: 2 Año: 2023

An EMD-LSTM Deep Learning Method for Aircraft Hydraulic System Fault Diagnosis under Different Environmental Noises

Acceso

en línea

Kenan Shen and Dongbiao Zhao

Aircraft hydraulic fault diagnosis is an important technique in aircraft systems, as the hydraulic system is one of the key components of an aircraft. In aircraft hydraulic system fault diagnosis, complex environmental noises will lead to inaccurate resu... ver más

Revista: Aerospace Formato: Electrónico

Tabla de contenido: Vol: 10 Num: 0 Par: 1 Año: 2023

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