Chuancang Ding

42 papers Journal 41Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A novel knowledge-informed quadratic neurons residual network for explainable fault diagnosis in few-shot scenarios.
Eng. Appl. Artif. Intell.
Panpan Guo, Weiguo Huang, Guifu Du, Yifan Huangfu, Chuancang Ding, Jun Wang
2026 J jnl
Causal distillation-augmented dynamic threshold-aware network for multi-class incremental fault diagnosis under varying operating conditions.
Expert Syst. Appl.
Hao Wu, Chuancang Ding, Weiguo Huang
2026 J jnl
EnergyMatch: A long-tailed semi-supervised learning framework for cross-domain fault diagnosis.
Reliab. Eng. Syst. Saf.
Xiao Zhang, Weiguo Huang, Yifan Huangfu, Jun Wang, Chuancang Ding, Guifu Du
2025 J jnl
A novel adaptive gating neurons model with physical features weighted for bearing fault diagnosis under strong noise.
Eng. Appl. Artif. Intell.
Panpan Guo, Weiguo Huang, Ning Jia, Chuancang Ding, Yifan Huangfu, Xingxing Jiang, Juanjuan Shi
2025 J jnl
A physics-guided memory enhancement and causality-inspired generalization framework for continual fault diagnosis.
Knowl. Based Syst.
Ning Jia, Weiguo Huang, Panpan Guo, Chuancang Ding, Yifan Huangfu, Changqing Shen, Zhongkui Zhu
2025 J jnl
Auxiliary-feature-embedded causality-inspired dynamic penalty networks for open-set domain generalization diagnosis scenario.
Adv. Eng. Informatics
Ning Jia, Weiguo Huang, Chuancang Ding, Yifan Huangfu, Juanjuan Shi, Zhongkui Zhu
2025 J jnl
CDARNet: A robust cross-dimensional adaptive region reconstruction network for real-time metal surface defect segmentation.
Adv. Eng. Informatics
Qiancheng Li, Chuancang Ding, Baoxiang Wang, Jinyang Jiao, Weiguo Huang, Zhongkui Zhu
2025 J jnl
Class-aware quantitative adversarial network: a novel partial-set transfer mechanism for cross-domain fault diagnosis of rotating machinery.
Knowl. Based Syst.
Yanlin Zhou, Chuancang Ding, Mingkuan Shi, Hongbo Que, Yifan Huangfu, Changqing Shen, Weiguo Huang, Zhongkui Zhu
2025 J jnl
Hybrid Constraints Embedding Variational Nonlinear Chirp Mode Decomposition for Rotating Machine Fault Diagnosis Under Time-Varying Speed Conditions.
IEEE Trans. Instrum. Meas.
Xiaoting Huang, Chuancang Ding, Di Cheng, Baoxiang Wang, Xingxing Jiang, Weiguo Huang, Zhongkui Zhu
2025 J jnl
Imbalanced Partial Transfer Network for Intelligent Machine Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Chuancang Ding, Yanlin Zhou, Xuyan Liu, Baoxiang Wang, Weiguo Huang, Zhongkui Zhu
2025 J jnl
Interpretable Transfer Unrolling Network for Intelligent Cross-Domain Condition Monitoring of Rotating Machinery.
IEEE Trans. Instrum. Meas.
Kai Chen, Chuancang Ding, Baoxiang Wang, Jun Wang, Weiguo Huang, Zhongkui Zhu
2025 J jnl
Low-Rank Informed Adaptive Chirp Mode Decomposition and Its Application in Rotating Machine Fault Diagnosis Under Varying Speed Conditions.
IEEE Trans. Instrum. Meas.
Chuancang Ding, Xiaoting Huang, Baoxiang Wang, Xuan Li, Weiguo Huang, Zhongkui Zhu
2025 J jnl
PC3Net: A prior-causal contrast-collaboration network for single domain generalization fault diagnosis.
Reliab. Eng. Syst. Saf.
Ning Jia, Weiguo Huang, Chuancang Ding, Jun Wang, Zhongkui Zhu
2025 J jnl
Physics-Informed Uncertainty-Aware Dynamic Balancing Learning Framework for Unsupervised Universal Domain Generalization Diagnosis Scenario.
IEEE Trans. Instrum. Meas.
Ning Jia, Weiguo Huang, Chuancang Ding, Jun Wang
2025 J jnl
Universal multimodal aggregation network with adaptive enhancement and semantic guidance for salient object detection.
Eng. Appl. Artif. Intell.
Qiancheng Li, Chuancang Ding, Baoxiang Wang, Jun Wang, Weiguo Huang, Zhongkui Zhu
2024 J jnl
Cloud-edge collaborative transfer fault diagnosis of rotating machinery via federated fine-tuning and target self-adaptation.
Expert Syst. Appl.
Rui Wang, Weiguo Huang, Yixiang Lu, Jun Wang, Chuancang Ding, Yi Liao, Juanjuan Shi
2024 J jnl
Cross-Domain Class Incremental Broad Network for Continuous Diagnosis of Rotating Machinery Faults Under Variable Operating Conditions.
IEEE Trans. Ind. Informatics
Mingkuan Shi, Chuancang Ding, Shuyuan Chang, Changqing Shen, Weiguo Huang, Zhongkui Zhu
2024 J jnl
Cross-Supervised multisource prototypical network: A novel domain adaptation method for multi-source few-shot fault diagnosis.
Adv. Eng. Informatics
Xiao Zhang, Weiguo Huang, Chuancang Ding, Jun Wang, Changqing Shen, Juanjuan Shi
2024 J jnl
Imbalanced class incremental learning system: A task incremental diagnosis method for imbalanced industrial streaming data.
Adv. Eng. Informatics
Mingkuan Shi, Chuancang Ding, Changqing Shen, Weiguo Huang, Zhongkui Zhu
2024 J jnl
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.
Chuancang Ding, Baoxiang Wang, Xingxing Jiang, Guifu Du, Weiguo Huang, Zhongkui Zhu
2024 J jnl
Partial Transfer Learning Method Based on Inter-Class Feature Transfer for Rolling Bearing Fault Diagnosis.
Sensors
Hongbo Que, Xuyan Liu, Siqin Jin, Yaoyan Huo, Chengpan Wu, Chuancang Ding, Zhongkui Zhu
2024 J jnl
Physics-informed unsupervised domain adaptation framework for cross-machine bearing fault diagnosis.
Adv. Eng. Informatics
Ning Jia, Weiguo Huang, Chuancang Ding, Jun Wang, Zhongkui Zhu
2024 J jnl
Semi-supervised class incremental broad network for continuous diagnosis of rotating machinery faults with limited labeled samples.
Knowl. Based Syst.
Mingkuan Shi, Chuancang Ding, Rui Wang, Changqing Shen, Weiguo Huang, Zhongkui Zhu
2024 J jnl
Sparse Optimization Model Based on Sparse Matrix and Singular Value Vector for Fault Diagnosis of Rolling Bearings.
IEEE Trans. Instrum. Meas.
Tianxu Qiu, Weiguo Huang, Yi Liao, Chuancang Ding, Jun Wang
2024 J jnl
Spectral boundary detecting model: A promising tool for adaptive mode extraction and machinery fault diagnosis.
Adv. Eng. Informatics
Xingxing Jiang, Qiuyu Song, Qian Wang, Wanliang Zhang, Chuancang Ding, Zhongkui Zhu
2023 J jnl
A novel domain generalization network with multidomain specific auxiliary classifiers for machinery fault diagnosis under unseen working conditions.
Reliab. Eng. Syst. Saf.
Rui Wang, Weiguo Huang, Yixiang Lu, Xiao Zhang, Jun Wang, Chuancang Ding, Changqing Shen
2023 J jnl
Classifier Discrepancy Guided Soft-Weight Adaptation Network for Machinery Fault Diagnosis Under Domain and Category Shift.
IEEE Trans. Instrum. Meas.
Rui Wang, Weiguo Huang, Jun Wang, Chuancang Ding, Changqing Shen, Zhongkui Zhu
2023 J jnl
Cross-domain privacy-preserving broad network for fault diagnosis of rotating machinery.
Adv. Eng. Informatics
Mingkuan Shi, Chuancang Ding, Shuyuan Chang, Rui Wang, Weiguo Huang, Zhongkui Zhu
2023 J jnl
Deep hypergraph autoencoder embedding: An efficient intelligent approach for rotating machinery fault diagnosis.
Knowl. Based Syst.
Mingkuan Shi, Chuancang Ding, Rui Wang, Qiuyu Song, Changqing Shen, Weiguo Huang, Zhongkui Zhu
2023 J jnl
Federated contrastive prototype learning: An efficient collaborative fault diagnosis method with data privacy.
Knowl. Based Syst.
Rui Wang, Weiguo Huang, Xiao Zhang, Jun Wang, Chuancang Ding, Changqing Shen
2023 J jnl
Graph embedding deep broad learning system for data imbalance fault diagnosis of rotating machinery.
Reliab. Eng. Syst. Saf.
Mingkuan Shi, Chuancang Ding, Rui Wang, Changqing Shen, Weiguo Huang, Zhongkui Zhu
2023 J jnl
Multi-stage distribution correction: A promising data augmentation method for few-shot fault diagnosis.
Eng. Appl. Artif. Intell.
Xiao Zhang, Weiguo Huang, Rui Wang, Yi Liao, Chuancang Ding, Jun Wang, Juanjuan Shi
2023 J jnl
Sparse Low-Rank Matrix Estimation With Nonconvex Enhancement for Fault Diagnosis of Rolling Bearings.
IEEE Trans. Instrum. Meas.
Juntao Ma, Weiguo Huang, Yi Liao, Xingxing Jiang, Chuancang Ding, Jun Wang, Juanjuan Shi
2022 J jnl
A mixed adversarial adaptation network for intelligent fault diagnosis.
J. Intell. Manuf.
Jinyang Jiao, Ming Zhao, Jing Lin, Kaixuan Liang, Chuancang Ding
2022 J jnl
Cycle-consistent Adversarial Adaptation Network and its application to machine fault diagnosis.
Neural Networks
Jinyang Jiao, Jing Lin, Ming Zhao, Kaixuan Liang, Chuancang Ding
2022 — conf
Lifelong Learning for Bearing Fault Diagnosis with Incremental Fault Types.
ICPHM
Bojian Chen, Chuancang Ding, Xingxing Jiang, Juanjuan Shi, Weiguo Huang, Changqing Shen
2022 J jnl
Toothwise Health Monitoring of Planetary Gearbox Under Time-Varying Speed Condition Based on Rotating Encoder Signal.
IEEE Trans. Ind. Electron.
Kaixuan Liang, Ming Zhao, Jing Lin, Jinyang Jiao, Chuancang Ding
2022 J jnl
Towards Prediction Constraints: A Novel Domain Adaptation Method for Machine Fault Diagnosis.
IEEE Trans. Ind. Informatics
Jinyang Jiao, Kaixuan Liang, Chuancang Ding, Jing Lin
2020 J jnl
Classifier Inconsistency-Based Domain Adaptation Network for Partial Transfer Intelligent Diagnosis.
IEEE Trans. Ind. Informatics
Jinyang Jiao, Ming Zhao, Jing Lin, Chuancang Ding
2020 J jnl
Hierarchical Frequency-Domain Sparsity-Based Algorithm for Fault Feature Extraction of Rolling Bearings.
IEEE Trans. Instrum. Meas.
Baoxiang Wang, Chuancang Ding
2020 J jnl
Sparsity-Based Algorithm for Condition Assessment of Rotating Machinery Using Internal Encoder Data.
IEEE Trans. Ind. Electron.
Chuancang Ding, Ming Zhao, Jing Lin, Jinyang Jiao, Kaixuan Liang
2019 J jnl
Deep Coupled Dense Convolutional Network With Complementary Data for Intelligent Fault Diagnosis.
IEEE Trans. Ind. Electron.
Jinyang Jiao, Ming Zhao, Jing Lin, Chuancang Ding