Search Results - "Fan, Caizi"

Fitting and prediction for fatigue crack propagation of 7N01 aluminum alloy after long-term service based on deep belief network by Zhang, Ke, Fan, Caizi, Li, Songhua, Zhang, Xiaochen, Shi, Huaitao

“…•The da/dn-ΔK curve in the fatigue crack propagation (FCP) zone after service showed a turning phenomenon.•A novel DBN method is proposed to describe the FCP…”
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Performance degradation assessment of rolling bearing cage failure based on enhanced CycleGAN by Fan, Caizi, Wang, Pengfei, Ma, Hui, Zhang, Yongchao, Ma, Zeyu, Yin, Xunmin, Zhang, Xiaoxu, Zhao, Songtao

“…The accurate degradation performance assessment of rolling bearings is very important for the reliable operation of mechanical equipment. However, most current…”
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Fatigue crack propagation simulation of airfoil section blade under aerodynamic and centrifugal loads by Wang, Weiwei, Ni, Kaixuan, Ma, Hui, Xiong, Qian, Wu, Zhiyuan, Wang, Hongji, Fan, Caizi

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A novel metric-based model with the ability of zero-shot learning for intelligent fault diagnosis by Fan, Caizi, Zhang, Yongchao, Ma, Hui, Ma, Zeyu, Yu, Kun, Zhao, Songtao, Zhang, Xiaoxu

“…Intelligent fault diagnosis plays an important role in maintaining the safe and reliable operation of rotating machinery. However, the data collected in real…”
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A novel imbalance fault diagnosis method based on data augmentation and hybrid deep learning models by Fan, Caizi, Zhang, Yongchao, Ma, Hui, Ma, Zeyu, Yin, Xunmin, Zhang, Xiaoxu, Zhao, Songtao

“…In recent years, although a large number of intelligent fault diagnosis methods have been proposed, their effectiveness has mostly been validated through…”
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