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2020 – today
- 2024
[j26]Xingxing Jiang, Qiuyu Song, Qian Wang, Wanliang Zhang, Chuancang Ding, Zhongkui Zhu:
Spectral boundary detecting model: A promising tool for adaptive mode extraction and machinery fault diagnosis. Adv. Eng. Informatics 61: 102494 (2024)- [j25]Xiao Zhang, Weiguo Huang
, Chuancang Ding, Jun Wang, Changqing Shen, Juanjuan Shi:
Cross-Supervised multisource prototypical network: A novel domain adaptation method for multi-source few-shot fault diagnosis. Adv. Eng. Informatics 61: 102538 (2024) - [j24]Ning Jia, Weiguo Huang, Chuancang Ding, Jun Wang, Zhongkui Zhu:
Physics-informed unsupervised domain adaptation framework for cross-machine bearing fault diagnosis. Adv. Eng. Informatics 62: 102774 (2024) - [j23]Mingkuan Shi, Chuancang Ding, Changqing Shen, Weiguo Huang, Zhongkui Zhu:
Imbalanced class incremental learning system: A task incremental diagnosis method for imbalanced industrial streaming data. Adv. Eng. Informatics 62: 102832 (2024) - [j22]Rui Wang, Weiguo Huang, Yixiang Lu, Jun Wang, Chuancang Ding, Yi Liao, Juanjuan Shi:
Cloud-edge collaborative transfer fault diagnosis of rotating machinery via federated fine-tuning and target self-adaptation. Expert Syst. Appl. 250: 123859 (2024) - [j21]Mingkuan Shi, Chuancang Ding, Rui Wang, Changqing Shen, Weiguo Huang, Zhongkui Zhu:
Semi-supervised class incremental broad network for continuous diagnosis of rotating machinery faults with limited labeled samples. Knowl. Based Syst. 286: 111397 (2024) - [j20]Hongbo Que, Xuyan Liu, Siqin Jin, Yaoyan Huo, Chengpan Wu, Chuancang Ding, Zhongkui Zhu:
Partial Transfer Learning Method Based on Inter-Class Feature Transfer for Rolling Bearing Fault Diagnosis. Sensors 24(16): 5165 (2024) - [j19]Mingkuan Shi, Chuancang Ding, Shuyuan Chang, Changqing Shen, Weiguo Huang, Zhongkui Zhu:
Cross-Domain Class Incremental Broad Network for Continuous Diagnosis of Rotating Machinery Faults Under Variable Operating Conditions. IEEE Trans. Ind. Informatics 20(4): 6356-6368 (2024) - [j18]Chuancang Ding, Baoxiang Wang, Xingxing Jiang, Guifu Du, Weiguo Huang, Zhongkui Zhu:
Low-Rank Constrained Multikernel General Parameterized Time-Frequency Transform and Its Application in Rotating Machine Fault Diagnosis Under Varying Speed Condition. IEEE Trans. Instrum. Meas. 73: 1-12 (2024) - [j17]Tianxu Qiu, Weiguo Huang, Yi Liao, Chuancang Ding, Jun Wang:
Sparse Optimization Model Based on Sparse Matrix and Singular Value Vector for Fault Diagnosis of Rolling Bearings. IEEE Trans. Instrum. Meas. 73: 1-9 (2024) - 2023
- [j16]Mingkuan Shi, Chuancang Ding, Shuyuan Chang, Rui Wang, Weiguo Huang, Zhongkui Zhu:
Cross-domain privacy-preserving broad network for fault diagnosis of rotating machinery. Adv. Eng. Informatics 58: 102157 (2023) - [j15]Xiao Zhang, Weiguo Huang, Rui Wang, Yi Liao, Chuancang Ding, Jun Wang, Juanjuan Shi:
Multi-stage distribution correction: A promising data augmentation method for few-shot fault diagnosis. Eng. Appl. Artif. Intell. 123(Part C): 106477 (2023) - [j14]Mingkuan Shi, Chuancang Ding, Rui Wang, Qiuyu Song, Changqing Shen, Weiguo Huang, Zhongkui Zhu:
Deep hypergraph autoencoder embedding: An efficient intelligent approach for rotating machinery fault diagnosis. Knowl. Based Syst. 260: 110172 (2023) - [j13]Rui Wang, Weiguo Huang, Xiao Zhang, Jun Wang, Chuancang Ding, Changqing Shen:
Federated contrastive prototype learning: An efficient collaborative fault diagnosis method with data privacy. Knowl. Based Syst. 281: 111093 (2023) - [j12]Rui Wang, Weiguo Huang, Yixiang Lu, Xiao Zhang, Jun Wang, Chuancang Ding, Changqing Shen:
A novel domain generalization network with multidomain specific auxiliary classifiers for machinery fault diagnosis under unseen working conditions. Reliab. Eng. Syst. Saf. 238: 109463 (2023) - [j11]Mingkuan Shi, Chuancang Ding, Rui Wang, Changqing Shen, Weiguo Huang, Zhongkui Zhu:
Graph embedding deep broad learning system for data imbalance fault diagnosis of rotating machinery. Reliab. Eng. Syst. Saf. 240: 109601 (2023) - [j10]Juntao Ma, Weiguo Huang, Yi Liao, Xingxing Jiang, Chuancang Ding, Jun Wang, Juanjuan Shi:
Sparse Low-Rank Matrix Estimation With Nonconvex Enhancement for Fault Diagnosis of Rolling Bearings. IEEE Trans. Instrum. Meas. 72: 1-10 (2023) - [j9]Rui Wang, Weiguo Huang, Jun Wang, Chuancang Ding, Changqing Shen, Zhongkui Zhu:
Classifier Discrepancy Guided Soft-Weight Adaptation Network for Machinery Fault Diagnosis Under Domain and Category Shift. IEEE Trans. Instrum. Meas. 72: 1-10 (2023) - 2022
- [j8]Jinyang Jiao, Ming Zhao, Jing Lin, Kaixuan Liang, Chuancang Ding:
A mixed adversarial adaptation network for intelligent fault diagnosis. J. Intell. Manuf. 33(8): 2207-2222 (2022) - [j7]Jinyang Jiao, Jing Lin, Ming Zhao, Kaixuan Liang, Chuancang Ding:
Cycle-consistent Adversarial Adaptation Network and its application to machine fault diagnosis. Neural Networks 145: 331-341 (2022) - [j6]Kaixuan Liang, Ming Zhao, Jing Lin, Jinyang Jiao, Chuancang Ding:
Toothwise Health Monitoring of Planetary Gearbox Under Time-Varying Speed Condition Based on Rotating Encoder Signal. IEEE Trans. Ind. Electron. 69(6): 6267-6277 (2022) - [j5]Jinyang Jiao, Kaixuan Liang, Chuancang Ding, Jing Lin:
Towards Prediction Constraints: A Novel Domain Adaptation Method for Machine Fault Diagnosis. IEEE Trans. Ind. Informatics 18(10): 7198-7207 (2022) - [c1]Bojian Chen, Chuancang Ding, Xingxing Jiang, Juanjuan Shi, Weiguo Huang, Changqing Shen:
Lifelong Learning for Bearing Fault Diagnosis with Incremental Fault Types. ICPHM 2022: 114-120 - 2020
- [j4]Chuancang Ding, Ming Zhao, Jing Lin, Jinyang Jiao, Kaixuan Liang:
Sparsity-Based Algorithm for Condition Assessment of Rotating Machinery Using Internal Encoder Data. IEEE Trans. Ind. Electron. 67(9): 7982-7993 (2020) - [j3]Jinyang Jiao, Ming Zhao, Jing Lin, Chuancang Ding:
Classifier Inconsistency-Based Domain Adaptation Network for Partial Transfer Intelligent Diagnosis. IEEE Trans. Ind. Informatics 16(9): 5965-5974 (2020) - [j2]Baoxiang Wang, Chuancang Ding:
Hierarchical Frequency-Domain Sparsity-Based Algorithm for Fault Feature Extraction of Rolling Bearings. IEEE Trans. Instrum. Meas. 69(9): 6228-6240 (2020)
2010 – 2019
- 2019
- [j1]Jinyang Jiao, Ming Zhao, Jing Lin, Chuancang Ding:
Deep Coupled Dense Convolutional Network With Complementary Data for Intelligent Fault Diagnosis. IEEE Trans. Ind. Electron. 66(12): 9858-9867 (2019)
Coauthor Index
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