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Label Recovery and Trajectory Designable Network for Transfer Fault Diagnosis of Machines With Incorrect Annotation
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 932-945
作者:
Bin Yang
;
Yaguo Lei
;
Xiang Li
;
Naipeng Li
;
Asoke K. Nandi
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浏览/下载:0/0
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提交时间:2024/03/18
Deep transfer learning
domain adaptation
incorrect label annotation
intelligent fault diagnosis
rotating machines
Label propagation-based unsupervised domain adaptation for intelligent fault diagnosis
期刊论文
JOURNAL OF INTELLIGENT MANUFACTURING, 2023, 页码: 18
作者:
Wang, Huanjie
;
Li, Yuan
;
Bai, Xiwei
;
Li, Jingwei
;
Tan, Jie
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浏览/下载:2/0
  |  
提交时间:2023/11/17
Intelligent diagnosis
Rotating machinery
Label propagation
Subpopulation shift
Unsupervised domain adaptation
Local Linear Generalized Autoencoder-Based Incipient Fault Detection for Electrical Drive Systems of High-Speed Trains
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 页码: 9
作者:
Cheng, Chao
;
Ju, Yunfei
;
Xu, Shuiqing
;
Lv, Yisheng
;
Chen, Hongtian
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浏览/下载:1/0
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提交时间:2023/11/17
Incipient fault
fault detection (FD)
manifold learning
generalized autocoder (GAE)
electrical drive systems
high-speed trains
A High-Efficiency Side-Scan Sonar Simulator for High-Speed Seabed Mapping
期刊论文
Sensors, 2023, 卷号: 23, 期号: 6, 页码: 3083
作者:
Meng XJ(孟祥健)
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浏览/下载:7/0
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提交时间:2023/07/13
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
作者:
Xu, Xinyao
;
Xu, De
;
Qin, Fangbo
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浏览/下载:6/0
  |  
提交时间:2023/06/21
data augmentation
feature clustering
class-rebalance strategy
few-shot learning
fault diagnosis
Augmented Industrial Data-Driven Modeling Under the Curse of Dimensionality
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1445-1461
作者:
Xiaoyu Jiang
;
Xiangyin Kong
;
Zhiqiang Ge
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浏览/下载:8/0
  |  
提交时间:2023/05/29
Curse of dimensionality
data augmentation
data-driven modeling
industrial processes
machine learning
Open-Switch Fault Diagnosis of Three-Phase PWM Converter Systems for Magnet Power Supply on EAST
期刊论文
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2023, 卷号: 38
作者:
Deng, Xi
;
Wan, Chenguang
;
Jiang, Li
;
Gao, Ge
;
Huang, Ya
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浏览/下载:17/0
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提交时间:2022/12/23
Fault diagnosis
inception
open circuit
pulsewidth modulation (PWM)
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
作者:
Xinyao Xu
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浏览/下载:5/0
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提交时间: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
作者:
Xu, Xinyao
;
Xu, De
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浏览/下载:0/0
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提交时间:2023/11/17
~Catastrophic forgetting
fault diagnosis
feature clustering
incremental learning
network expansion
Research on fault diagnosis method for hydraulic system of CFETR blanket transfer device based on CNN-LSTM
期刊论文
FUSION ENGINEERING AND DESIGN, 2022, 卷号: 185
作者:
Guo, Xinpeng
;
Lu, Kun
;
Cheng, Yong
;
Zhao, Wenlong
;
Wu, Huapeng
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  |  
浏览/下载:14/0
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提交时间:2022/12/23
CFETR
Hydraulic system
Fault simulation
Fault diagnosis
CNN-LSTM
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