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Knowledge Management System of Institue of Mechanics, CAS
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Document Type:期刊论文
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Multisensor Fusion on Hypergraph for Fault Diagnosis
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 页码: 11
Authors:
Yan, Xunshi
;
Shi, Zhengang
;
Sun, Zhe
;
Zhang CA(张陈安)
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View/Download:21/0
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Submit date:2024/05/27
graph neural network (GNN)
hypergraph neural network (HGNN)
information fusion
multisensor fusion
Fault diagnosis
A computational method for the load spectra of large-scale structures with a data-driven learning algorithm
期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2023, 卷号: 66, 期号: 1, 页码: 141-154
Authors:
Chen XJ(陈贤佳)
;
Yuan, Zheng
;
Li, Qiang
;
Sun, ShouGuang
;
Wei YJ(魏宇杰)
Adobe PDF(2512Kb)
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Submit date:2023/02/09
load spectrum
computational mechanics
deep learning
data-driven modeling
gated recurrent unit neural network
Multiresolution Hypergraph Neural Network for Intelligent Fault Diagnosis
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71, 页码: 10
Authors:
Yan,Xunshi
;
Liu Y(刘洋)
;
Zhang CA(张陈安)
Adobe PDF(2363Kb)
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Submit date:2022/11/14
Convolution
Fault diagnosis
Correlation
Task analysis
Machinery
Machine learning algorithms
Laplace equations
Fault diagnosis
graph convolutional network (GCN)
hypergraph
hypergraph neural network (HGNN)
multiresolution
A segmented load spectrum model for high-speed trains and its inflection stress as an indicator for line quality
期刊论文
INTERNATIONAL JOURNAL OF FATIGUE, 2021, 卷号: 148, 页码: 12
Authors:
Yuan, Zheng
;
Chen XJ(陈贤佳)
;
Ma, Lijun
;
Li, Qiang
;
Sun, Shouguang
;
Wei YJ(魏宇杰)
Adobe PDF(4436Kb)
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Submit date:2021/06/15
Load spectrum
Segmented Weibull distribution
Bogie frame
High-speed train
Inflection stress
Multi-branch convolutional neural network with generalized shaft orbit for fault diagnosis of active magnetic bearing-rotor system
期刊论文
MEASUREMENT, 2021, 卷号: 171, 页码: 11
Authors:
Yan Xunshi
;
Zhang CA(张陈安)
;
Liu Y(刘洋)
Adobe PDF(3608Kb)
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Submit date:2021/03/30
Fault diagnosis
Convolutional neural network
Active magnetic bearing
Multi-sensor fusion
Shaft orbit
The Payload Development and the Experiments for Studying Thermocapillary Convection in TG-2 Liquid Bridge
期刊论文
MICROGRAVITY SCIENCE AND TECHNOLOGY, 2021, 卷号: 33, 期号: 1, 页码: 14
Authors:
Duan L(段俐)
;
Kang Q(康琦)
;
Zhang, Jianquan
;
Li, Xiang
;
Hu L(胡良)
;
Zhou B(周滨)
;
Li LJ(李陆军)
;
Wu D(吴笛)
;
Wang J(王佳)
;
Zhang P(张璞)
Adobe PDF(2380Kb)
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Submit date:2021/03/30
Liquid bridge
Payload development
Experiment verification
Space experiment
An Ensemble Convolutional Neural Networks for Bearing Fault Diagnosis Using Multi-Sensor Data
期刊论文
Sensors, 2019, 卷号: 19, 期号: 23, 页码: 5300
Authors:
Liu Y(刘洋)
;
Yan XS
;
Zhang CA(张陈安)
;
Liu W(刘文)
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View/Download:357/84
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Submit date:2020/01/02
Rotating Machinery
Fault Diagnosis
Multi-sensor Fusion
Convolutional Neural Network
Ensemble Model
Fault diagnosis of rotating machinery equipped with multiple sensors using space-time fragments
期刊论文
JOURNAL OF SOUND AND VIBRATION, 2019, 卷号: 456, 页码: 49-64
Authors:
Yan XS
;
Sun Z
;
Zhao JJ
;
Shi ZG
;
Zhang CA(张陈安)
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Adobe PDF(2340Kb)
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View/Download:441/141
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Submit date:2019/07/11
Rotating machinery
Fault diagnosis
Multi-sensor fusion
Active magnetic bearing
Shaft orbit
On the responses of soil layers surrounding a suction bucket under cyclic loads
期刊论文
MARINE GEORESOURCES & GEOTECHNOLOGY, 2019, 页码: 10
Authors:
Zhang, B
;
Kang, HL
;
Zhang XH(张旭辉)
;
Lu XB(鲁晓兵)
;
Li, YT
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View/Download:287/109
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Submit date:2019/10/21
Bucket foundation
cyclic load
centrifugal experiments
numerical simulation
Fault Diagnosis of Active Magnetic Bearing-Rotor System via Vibration Images
期刊论文
SENSORS, 2019, 卷号: 19, 期号: 2, 页码: AR244
Authors:
Yan XS
;
Sun Z
;
Zhao JJ
;
Shi ZG
;
Zhang CA(张陈安)
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Adobe PDF(2441Kb)
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View/Download:281/92
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Submit date:2019/04/11
fault diagnosis
vibration signals
active magnetic bearing
rotary machinery
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