Chuang Sun

According to our database, Chuang Sun authored at least 39 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Filter-Informed Spectral Graph Wavelet Networks for Multiscale Feature Extraction and Intelligent Fault Diagnosis.

Tianfu Li, Chuang Sun, Olga Fink, Yuangui Yang, Xuefeng Chen, Ruqiang Yan

IEEE Trans. Cybern., January, 2024

Information-Imbalance Learning With Hazard-Sensitive Loss for Machine Fault Diagnosis.

Jingyao Wu, Hongbing Shang, Chuang Sun, Ruqiang Yan, Xuefeng Chen

IEEE Trans. Instrum. Meas., 2024

2023

BP-SRM: A directly training algorithm for spiking neural network constructed by spike response model.

Jun Wang, Tianfu Li, Chuang Sun, Ruqiang Yan, Xuefeng Chen

Neurocomputing, December, 2023

Life-cycle modeling driven by coupling competition degradation for remaining useful life prediction.

Yasong Li, Zheng Zhou, Chuang Sun, Jun Peng, Asoke K. Nandi, Ruqiang Yan

Reliab. Eng. Syst. Saf., October, 2023

Industrial anomaly detection with domain shift: A real-world dataset and masked multi-scale reconstruction.

Zilong Zhang, Zhibin Zhao, Xingwu Zhang, Chuang Sun, Xuefeng Chen

Comput. Ind., October, 2023

Global Prior Transformer Network in Intelligent Borescope Inspection for Surface Damage Detection of Aeroengine Blade.

Hongbing Shang, Jingyao Wu, Chuang Sun, Jinxin Liu, Xuefeng Chen, Ruqiang Yan

IEEE Trans. Ind. Informatics, August, 2023

Interinstance and Intratemporal Self-Supervised Learning With Few Labeled Data for Fault Diagnosis.

Chenye Hu, Jingyao Wu, Chuang Sun, Ruqiang Yan, Xuefeng Chen

IEEE Trans. Ind. Informatics, May, 2023

Aircraft flight regime recognition with deep temporal segmentation neural network.

Jingyao Wu, Chenye Hu, Chuang Sun, Xuefeng Chen, Ruqiang Yan

Eng. Appl. Artif. Intell., April, 2023

Defect-aware transformer network for intelligent visual surface defect detection.

Hongbing Shang, Chuang Sun, Jinxin Liu, Xuefeng Chen, Ruqiang Yan

Adv. Eng. Informatics, January, 2023

2022

WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis.

Tianfu Li, Zhibin Zhao, Chuang Sun, Li Cheng, Xuefeng Chen, Ruqiang Yan, Robert X. Gao

IEEE Trans. Syst. Man Cybern. Syst., 2022

Deep-Learning-Based Open Set Fault Diagnosis by Extreme Value Theory.

Xiaolei Yu, Zhibin Zhao, Xingwu Zhang, Qiyang Zhang, Yilong Liu, Chuang Sun, Xuefeng Chen

IEEE Trans. Ind. Informatics, 2022

Superpixel Perception Graph Neural Network for Intelligent Defect Detection.

Hongbing Shang, Qixiu Yang, Chuang Sun, Xuefeng Chen, Ruqiang Yan

CoRR, 2022

2021

Bayesian Differentiable Architecture Search for Efficient Domain Matching Fault Diagnosis.

Zheng Zhou, Tianfu Li, Zilong Zhang, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen

IEEE Trans. Instrum. Meas., 2021

Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative Study.

Zhibin Zhao, Qiyang Zhang, Xiaolei Yu, Chuang Sun, Shibin Wang, Ruqiang Yan, Xuefeng Chen

IEEE Trans. Instrum. Meas., 2021

Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnosis.

Qiyang Zhang, Zhibin Zhao, Xingwu Zhang, Yilong Liu, Chuang Sun, Ming Li, Shibin Wang, Xuefeng Chen

IEEE Trans. Instrum. Meas., 2021

Conditional Adversarial Domain Adaptation With Discrimination Embedding for Locomotive Fault Diagnosis.

Xiaolei Yu, Zhibin Zhao, Xingwu Zhang, Chuang Sun, Baogui Gong, Ruqiang Yan, Xuefeng Chen

IEEE Trans. Instrum. Meas., 2021

A U-Net-Based Approach for Tool Wear Area Detection and Identification.

Huihui Miao, Zhibin Zhao, Chuang Sun, Bing Li, Ruqiang Yan

IEEE Trans. Instrum. Meas., 2021

Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Conditions.

Tianfu Li, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen

IEEE Trans. Instrum. Meas., 2021

Multireceptive Field Graph Convolutional Networks for Machine Fault Diagnosis.

Tianfu Li, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen

IEEE Trans. Ind. Electron., 2021

Robust enhanced trend filtering with unknown noise.

Zhibin Zhao, Shibin Wang, David Wong, Chuang Sun, Ruqiang Yan, Xuefeng Chen

Signal Process., 2021

Learning from Class-imbalanced Data with a Model-Agnostic Framework for Machine Intelligent Diagnosis.

Jingyao Wu, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen

Reliab. Eng. Syst. Saf., 2021

Hierarchical attention graph convolutional network to fuse multi-sensor signals for remaining useful life prediction.

Tianfu Li, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen

Reliab. Eng. Syst. Saf., 2021

Machine Anomaly Detection under Changing Working Condition with Syncretic Self-Regression Auto-Encoder.

Jingyao Wu, Zhibin Zhao, Hongbing Shang, Chuang Sun, Ruqiang Yan, Xuefeng Chen

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2021

2020

Sparse Multiperiod Group Lasso for Bearing Multifault Diagnosis.

Zhibin Zhao, Shibin Wang, Chuang Sun, Ruqiang Yan, Xuefeng Chen

IEEE Trans. Instrum. Meas., 2020

Composite-Graph-Based Sparse Subspace Clustering for Machine Fault Diagnosis.

Chuang Sun, Xuefeng Chen, Ruqiang Yan, Robert X. Gao

IEEE Trans. Instrum. Meas., 2020

Fault-Attention Generative Probabilistic Adversarial Autoencoder for Machine Anomaly Detection.

Jingyao Wu, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen

IEEE Trans. Ind. Informatics, 2020

A New Penalty Domain Selection Machine Enabled Transfer Learning for Gearbox Fault Recognition.

Fei Shen, Yun Hui, Ruqiang Yan, Chuang Sun, Jiawen Xu

IEEE Trans. Ind. Electron., 2020

Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study.

Zhibin Zhao, Tianfu Li, Jingyao Wu, Chuang Sun, Shibin Wang, Ruqiang Yan, Xuefeng Chen

CoRR, 2020

2019

Deep Transfer Learning Based on Sparse Autoencoder for Remaining Useful Life Prediction of Tool in Manufacturing.

Chuang Sun, Meng Ma, Zhibin Zhao, Shaohua Tian, Ruqiang Yan, Xuefeng Chen

IEEE Trans. Ind. Informatics, 2019

Joint Learning of Degradation Assessment and RUL Prediction for Aeroengines via Dual-Task Deep LSTM Networks.

Huihui Miao, Bing Li, Chuang Sun, Jie Liu

IEEE Trans. Ind. Informatics, 2019

A Deep Coupled Network for Health State Assessment of Cutting Tools Based on Fusion of Multisensory Signals.

Meng Ma, Chuang Sun, Xuefeng Chen, Xingwu Zhang, Ruqiang Yan

IEEE Trans. Ind. Informatics, 2019

Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study.

Zhibin Zhao, Qiyang Zhang, Xiaolei Yu, Chuang Sun, Shibin Wang, Ruqiang Yan, Xuefeng Chen

CoRR, 2019

2018

Sparse Deep Stacking Network for Fault Diagnosis of Motor.

Chuang Sun, Meng Ma, Zhibin Zhao, Xuefeng Chen

IEEE Trans. Ind. Informatics, 2018

Deep Coupling Autoencoder for Fault Diagnosis With Multimodal Sensory Data.

Meng Ma, Chuang Sun, Xuefeng Chen

IEEE Trans. Ind. Informatics, 2018

2017

Discriminative Deep Belief Networks with Ant Colony Optimization for Health Status Assessment of Machine.

Meng Ma, Chuang Sun, Xuefeng Chen

IEEE Trans. Instrum. Meas., 2017

Dislocated Time Series Convolutional Neural Architecture: An Intelligent Fault Diagnosis Approach for Electric Machine.

Ruonan Liu, Guotao Meng, Boyuan Yang, Chuang Sun, Xuefeng Chen

IEEE Trans. Ind. Informatics, 2017

2016

A sparse approach to fault severity classification for gearbox monitoring.

Chuang Sun, Peng Wang, Ruqiang Yan, Robert X. Gao

Proceedings of the 19th International Conference on Information Fusion, 2016

2015

A Non-Probabilistic Metric Derived From Condition Information for Operational Reliability Assessment of Aero-Engines.

Chuang Sun, Zhengjia He, Hongrui Cao, Zhousuo Zhang, Xuefeng Chen, Ming Jian Zuo

IEEE Trans. Reliab., 2015

2012

A Monotonic Degradation Assessment Index of Rolling Bearings Using Fuzzy Support Vector Data Description and Running Time.

Zhongjie Shen, Zhengjia He, Xuefeng Chen, Chuang Sun, Zhiwen Liu

Sensors, 2012