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ORCIDChuang Sun 0001
Person information
- affiliation: Xi'an Jiaotong University, School of Mechanical Engineering, Xi'an, China
Other persons with the same name
- Chuang Sun — disambiguation page
- Chuang Sun 0002
![[0000-0001-8427-177X]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0001-8427-177X")
— Tsinghua University, Department of Automation, Beijing, China - Chuang Sun 0003 — The Second Affiliated Hospital of Dalian Medical University, Department of Radiology, Dalian, China
- Chuang Sun 0004 — Liaoning Technical University, School of Civil Engineering, Fuxin, China
- Chuang Sun 0005 — Harbin Engineering University, College of Automation, Harbin, China
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2020 – today
- 2024
[j40]Tianfu Li, Chuang Sun, Olga Fink, Yuangui Yang, Xuefeng Chen, Ruqiang Yan:
Filter-Informed Spectral Graph Wavelet Networks for Multiscale Feature Extraction and Intelligent Fault Diagnosis. IEEE Trans. Cybern. 54(1): 506-518 (2024)- [j39]Jingyao Wu, Hongbing Shang, Chuang Sun, Ruqiang Yan, Xuefeng Chen:
Information-Imbalance Learning With Hazard-Sensitive Loss for Machine Fault Diagnosis. IEEE Trans. Instrum. Meas. 73: 1-11 (2024) - [j38]Wengang Xu, Zheng Zhou, Tianfu Li, Chuang Sun, Xuefeng Chen, Ruqiang Yan:
Physics-Constraint Variational Neural Network for Wear State Assessment of External Gear Pump. IEEE Trans. Neural Networks Learn. Syst. 35(5): 5996-6006 (2024) - [j37]Yasong Li, Zheng Zhou, Chuang Sun, Xuefeng Chen, Ruqiang Yan:
Variational Attention-Based Interpretable Transformer Network for Rotary Machine Fault Diagnosis. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6180-6193 (2024) - [j36]Tianfu Li, Chuang Sun, Sinan Li, Zhiying Wang, Xuefeng Chen, Ruqiang Yan:
Explainable Graph Wavelet Denoising Network for Intelligent Fault Diagnosis. IEEE Trans. Neural Networks Learn. Syst. 35(6): 8535-8548 (2024) - [j35]Sinan Li, Tianfu Li, Chuang Sun, Xuefeng Chen, Ruqiang Yan:
WPConvNet: An Interpretable Wavelet Packet Kernel-Constrained Convolutional Network for Noise-Robust Fault Diagnosis. IEEE Trans. Neural Networks Learn. Syst. 35(10): 14974-14988 (2024) - [c3]Chenye Hu, Jiaxin Ren, Jingyao Wu, Hong Xu, Chuang Sun, Ruqiang Yan:
NorCLR: A Normality-Aggregated Contrastive Learning Framework for Mechanical Anomaly Detection. I2MTC 2024: 1-6 - 2023
- [j34]Hongbing Shang, Chuang Sun, Jinxin Liu, Xuefeng Chen, Ruqiang Yan:
Defect-aware transformer network for intelligent visual surface defect detection. Adv. Eng. Informatics 55: 101882 (2023) - [j33]Zilong Zhang, Zhibin Zhao, Xingwu Zhang, Chuang Sun, Xuefeng Chen:
Industrial anomaly detection with domain shift: A real-world dataset and masked multi-scale reconstruction. Comput. Ind. 151: 103990 (2023) - [j32]Jingyao Wu, Chenye Hu, Chuang Sun, Xuefeng Chen, Ruqiang Yan:
Aircraft flight regime recognition with deep temporal segmentation neural network. Eng. Appl. Artif. Intell. 120: 105840 (2023) - [j31]Yuangui Yang, Tianfu Li, Chuang Sun, Liuyang Zhang, Ruqiang Yan:
Graph attention U-Net to fuse multi-sensor signals for long-tailed distribution fault diagnosis. Eng. Appl. Artif. Intell. 126: 106927 (2023) - [j30]Chenye Hu, Jingyao Wu, Chuang Sun, Xuefeng Chen, Ruqiang Yan:
Intelligent temporal detection network for boundary-sensitive flight regime recognition. Eng. Appl. Artif. Intell. 126: 106949 (2023) - [j29]Jun Wang, Tianfu Li, Chuang Sun, Ruqiang Yan, Xuefeng Chen:
BP-SRM: A directly training algorithm for spiking neural network constructed by spike response model. Neurocomputing 560: 126832 (2023) - [j28]Yasong Li, Zheng Zhou, Chuang Sun, Jun Peng, Asoke K. Nandi, Ruqiang Yan:
Life-cycle modeling driven by coupling competition degradation for remaining useful life prediction. Reliab. Eng. Syst. Saf. 238: 109480 (2023) - [j27]Chenye Hu, Jingyao Wu, Chuang Sun, Ruqiang Yan, Xuefeng Chen:
Interinstance and Intratemporal Self-Supervised Learning With Few Labeled Data for Fault Diagnosis. IEEE Trans. Ind. Informatics 19(5): 6502-6512 (2023) - [j26]Hongbing Shang, Jingyao Wu, Chuang Sun, Jinxin Liu, Xuefeng Chen, Ruqiang Yan:
Global Prior Transformer Network in Intelligent Borescope Inspection for Surface Damage Detection of Aeroengine Blade. IEEE Trans. Ind. Informatics 19(8): 8865-8877 (2023) - [i5]Zilong Zhang, Zhibin Zhao, Xingwu Zhang, Chuang Sun, Xuefeng Chen:
Industrial Anomaly Detection with Domain Shift: A Real-world Dataset and Masked Multi-scale Reconstruction. CoRR abs/2304.02216 (2023) - 2022
- [j25]Xiaolei Yu, Zhibin Zhao, Xingwu Zhang, Qiyang Zhang, Yilong Liu, Chuang Sun, Xuefeng Chen:
Deep-Learning-Based Open Set Fault Diagnosis by Extreme Value Theory. IEEE Trans. Ind. Informatics 18(1): 185-196 (2022) - [j24]Tianfu Li, Zhibin Zhao, Chuang Sun, Li Cheng, Xuefeng Chen, Ruqiang Yan, Robert X. Gao:
WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis. IEEE Trans. Syst. Man Cybern. Syst. 52(4): 2302-2312 (2022) - [i4]Hongbing Shang, Qixiu Yang, Chuang Sun, Xuefeng Chen, Ruqiang Yan:
Superpixel Perception Graph Neural Network for Intelligent Defect Detection. CoRR abs/2210.07539 (2022) - 2021
- [j23]Tianfu Li, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen:
Hierarchical attention graph convolutional network to fuse multi-sensor signals for remaining useful life prediction. Reliab. Eng. Syst. Saf. 215: 107878 (2021) - [j22]Jingyao Wu, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen:
Learning from Class-imbalanced Data with a Model-Agnostic Framework for Machine Intelligent Diagnosis. Reliab. Eng. Syst. Saf. 216: 107934 (2021) - [j21]Zhibin Zhao, Shibin Wang, David Wong, Chuang Sun, Ruqiang Yan, Xuefeng Chen:
Robust enhanced trend filtering with unknown noise. Signal Process. 180: 107889 (2021) - [j20]Tianfu Li, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen:
Multireceptive Field Graph Convolutional Networks for Machine Fault Diagnosis. IEEE Trans. Ind. Electron. 68(12): 12739-12749 (2021) - [j19]Tianfu Li, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen:
Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Conditions. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - [j18]Huihui Miao, Zhibin Zhao, Chuang Sun, Bing Li, Ruqiang Yan:
A U-Net-Based Approach for Tool Wear Area Detection and Identification. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - [j17]Xiaolei Yu, Zhibin Zhao, Xingwu Zhang, Chuang Sun, Baogui Gong, Ruqiang Yan, Xuefeng Chen:
Conditional Adversarial Domain Adaptation With Discrimination Embedding for Locomotive Fault Diagnosis. IEEE Trans. Instrum. Meas. 70: 1-12 (2021) - [j16]Qiyang Zhang, Zhibin Zhao, Xingwu Zhang, Yilong Liu, Chuang Sun, Ming Li, Shibin Wang, Xuefeng Chen:
Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 70: 1-15 (2021) - [j15]Zhibin Zhao, Qiyang Zhang, Xiaolei Yu, Chuang Sun, Shibin Wang, Ruqiang Yan, Xuefeng Chen:
Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative Study. IEEE Trans. Instrum. Meas. 70: 1-28 (2021) - [j14]Zheng Zhou, Tianfu Li, Zilong Zhang, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen:
Bayesian Differentiable Architecture Search for Efficient Domain Matching Fault Diagnosis. IEEE Trans. Instrum. Meas. 70: 1-11 (2021) - [c2]Jingyao Wu, Zhibin Zhao, Hongbing Shang, Chuang Sun, Ruqiang Yan, Xuefeng Chen:
Machine Anomaly Detection under Changing Working Condition with Syncretic Self-Regression Auto-Encoder. I2MTC 2021: 1-5 - 2020
- [j13]Fei Shen, Yun Hui, Ruqiang Yan, Chuang Sun, Jiawen Xu:
A New Penalty Domain Selection Machine Enabled Transfer Learning for Gearbox Fault Recognition. IEEE Trans. Ind. Electron. 67(10): 8743-8754 (2020) - [j12]Jingyao Wu, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen:
Fault-Attention Generative Probabilistic Adversarial Autoencoder for Machine Anomaly Detection. IEEE Trans. Ind. Informatics 16(12): 7479-7488 (2020) - [j11]Zhibin Zhao, Shibin Wang, Chuang Sun, Ruqiang Yan, Xuefeng Chen:
Sparse Multiperiod Group Lasso for Bearing Multifault Diagnosis. IEEE Trans. Instrum. Meas. 69(2): 419-431 (2020) - [j10]Chuang Sun, Xuefeng Chen, Ruqiang Yan, Robert X. Gao:
Composite-Graph-Based Sparse Subspace Clustering for Machine Fault Diagnosis. IEEE Trans. Instrum. Meas. 69(5): 1850-1859 (2020) - [i3]Zhibin Zhao, Tianfu Li, Jingyao Wu, Chuang Sun, Shibin Wang, Ruqiang Yan, Xuefeng Chen:
Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study. CoRR abs/2003.03315 (2020)
2010 – 2019
- 2019
- [j9]Chuang Sun, Meng Ma, Zhibin Zhao, Shaohua Tian, Ruqiang Yan, Xuefeng Chen:
Deep Transfer Learning Based on Sparse Autoencoder for Remaining Useful Life Prediction of Tool in Manufacturing. IEEE Trans. Ind. Informatics 15(4): 2416-2425 (2019) - [j8]Huihui Miao, Bing Li, Chuang Sun, Jie Liu:
Joint Learning of Degradation Assessment and RUL Prediction for Aeroengines via Dual-Task Deep LSTM Networks. IEEE Trans. Ind. Informatics 15(9): 5023-5032 (2019) - [j7]Meng Ma, Chuang Sun, Xuefeng Chen, Xingwu Zhang, Ruqiang Yan:
A Deep Coupled Network for Health State Assessment of Cutting Tools Based on Fusion of Multisensory Signals. IEEE Trans. Ind. Informatics 15(12): 6415-6424 (2019) - [i2]Tianfu Li, Zhibin Zhao, Chuang Sun, Li Cheng, Xuefeng Chen, Ruqiang Yan, Robert X. Gao:
WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis. CoRR abs/1911.07925 (2019) - [i1]Zhibin Zhao, Qiyang Zhang, Xiaolei Yu, Chuang Sun, Shibin Wang, Ruqiang Yan, Xuefeng Chen:
Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study. CoRR abs/1912.12528 (2019) - 2018
- [j6]Meng Ma, Chuang Sun, Xuefeng Chen:
Deep Coupling Autoencoder for Fault Diagnosis With Multimodal Sensory Data. IEEE Trans. Ind. Informatics 14(3): 1137-1145 (2018) - [j5]Chuang Sun, Meng Ma, Zhibin Zhao, Xuefeng Chen:
Sparse Deep Stacking Network for Fault Diagnosis of Motor. IEEE Trans. Ind. Informatics 14(7): 3261-3270 (2018) - 2017
- [j4]Ruonan Liu, Guotao Meng, Boyuan Yang, Chuang Sun, Xuefeng Chen:
Dislocated Time Series Convolutional Neural Architecture: An Intelligent Fault Diagnosis Approach for Electric Machine. IEEE Trans. Ind. Informatics 13(3): 1310-1320 (2017) - [j3]Meng Ma, Chuang Sun, Xuefeng Chen:
Discriminative Deep Belief Networks with Ant Colony Optimization for Health Status Assessment of Machine. IEEE Trans. Instrum. Meas. 66(12): 3115-3125 (2017) - 2016
- [c1]Chuang Sun, Peng Wang, Ruqiang Yan, Robert X. Gao:
A sparse approach to fault severity classification for gearbox monitoring. FUSION 2016: 2303-2308 - 2015
- [j2]Chuang Sun, Zhengjia He, Hongrui Cao, Zhousuo Zhang, Xuefeng Chen, Ming Jian Zuo:
A Non-Probabilistic Metric Derived From Condition Information for Operational Reliability Assessment of Aero-Engines. IEEE Trans. Reliab. 64(1): 167-181 (2015) - 2012
- [j1]Zhongjie Shen, Zhengjia He, Xuefeng Chen, Chuang Sun, Zhiwen Liu:
A Monotonic Degradation Assessment Index of Rolling Bearings Using Fuzzy Support Vector Data Description and Running Time. Sensors 12(8): 10109-10135 (2012)
Coauthor Index
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