Výsledky vyhledávání - "stacked denoised autoencoder"

Fault detection and recognition of multivariate process based on feature learning of one-dimensional convolutional neural network and stacked denoised autoencoder Autor Zhang, Chengyi, Yu, Jianbo, Wang, Shijin

“…Multivariate process pattern recognition (MPPR) is essential towards continuous quality control task. A challenging problem is to extract effective features…”
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Coupled fault diagnosis for centrifugal pumps through Boruta-Shap feature selection and rime-enhanced stacked denoised autoencoder Autor Hu, Kang, Sun, Hui, Fan, Wei, Si, Qiaorui, Wu, Yu, Yuan, Shouqi

“…This study addresses the critical engineering challenges of diagnosing multi-condition cavitation and impeller erosion damage in deep sea centrifugal pumps,…”
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基于改进堆叠降噪自编码器的配电网高阻接地故障检测方法 Autor 罗国敏, 杨雪凤, 尚博阳, 罗思敏, 和敬涵, 王小君

“…针对配电网高阻故障判定阈值选取难、噪声影响大和识别精度低等问题,提出了一种基于改进堆叠降噪自编码器的高阻接地故障检测方法,从特征提取及网络模型两个层面增强检测方法…”
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A Novel Method Based on Hybridization of Generative Adversarial Imputation Nets and SDAE-Kriging for RUL Prediction of Lithium-Ion Battery in Scenarios of Missing and Incomplete Data Autor Li, Wei, Li, Yongsheng, Wang, Ningbo, Garg, Akhil, Gao, Liang, Bose, Bibaswan, Shankhwar, Kalpana

“…) and Stacked denoised autoencoder with Kriging (SDAE-Kriging) for the prediction of RUL of LIBs in scenarios of missing and incomplete data…”
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Rolling Bearing Incipient Fault Detection via Optimized VMD Using Mode Mutual Information Autor Tan, Shuai, Wang, Aimin, Shi, Hongbo, Guo, Lei

“…The complete failure of the rolling bearing is a deterioration process from the incipient weak fault to the severe fault, thus it is important to alarm when…”
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