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面向多模态生产过程的健康监测方法研究 学位论文
, 2023
Authors:  徐歆尧
Adobe PDF(8663Kb)  |  Favorite  |  View/Download:91/4  |  Submit date:2023/06/12
故障预测与健康管理  多模态生产过程  异常检测  故障诊断  剩余使用寿命预测  
A New Diagnosis Method with Few-shot Learning Based on a Class-rebalance Strategy for Scarce Faults in Industrial Processes 期刊论文
Machine Intelligence Research, 2023, 页码: 1-12
Authors:  Xu, Xinyao;  Xu, De;  Qin, Fangbo
Adobe PDF(1677Kb)  |  Favorite  |  View/Download:89/39  |  Submit date:2023/06/21
data augmentation  feature clustering  class-rebalance strategy  few-shot learning  fault diagnosis  
A New Diagnosis Method with Few-shot Learning Based on a Class-rebalance Strategy for Scarce Faults in Industrial Processes 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 583-594
Authors:  Xinyao Xu
Adobe PDF(1348Kb)  |  Favorite  |  View/Download:50/18  |  Submit date:2023/08/02
Data augmentation, feature clustering, class-rebalance strategy, few-shot learning, fault diagnosis  
Feature Clustering-Based Network for Industrial Process Diagnosis With Incremental Fault Types 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 卷号: 72, 页码: 11
Authors:  Xu, Xinyao;  Xu, De
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~Catastrophic forgetting  fault diagnosis  feature clustering  incremental learning  network expansion  
Anomaly Detection with GRU Based Bi-autoencoder for Industrial Multimode Process 期刊论文
INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2022, 页码: 14
Authors:  Xu, Xinyao;  Qin, Fangbo;  Zhao, Wenjun;  Xu, De;  Wang, Xingang;  Yang, Xihao
Favorite  |  View/Download:152/0  |  Submit date:2022/06/10
Anomaly detection  autoencoder  gated recurrent unit  multimode process