丁传仓，男，博士，副教授。
2021年6月毕业于西安交通大学大学机械工程专业，随后进入苏州大学轨道交通学院工作。在IEEE Transactions on Industrial Electronics、ISA Transactions、IEEE Transactions on Instrumentation and Measurement、Mechanical Systems and Signal Processing等期刊一作、通讯发表论文20余篇，获国家授权专利10余项。担任ISA Transactions、Measurement、IEEE Sensors Journal等多个国际SCI期刊论文评审人。
☆科研项目
研究方向为机械信号分析与设备故障监测，包含稀疏表示与时频分析、大数据与深度学习等，主持：国家自然科学基金青年科学基金1项，中国博士后科学基金面上项目资助1项，江苏省自然科学基金青年项目1项，省部级开放课题1项。
☆学术论文
在IEEE Transactions on Industrial Electronics、Reliability Engineering & System Safety、Structural Health Monitoring、Reliability Engineering and System Safety、Knowledge-Based Systems等权威期刊/会议上发表论文50余篇，其中一作、通讯20余篇，论文总被引1300余次。
近年发表的代表性论文如下：
(1) 信号处理与特征提取
1. Ding, Chuancang; Huang, Xiaoting; Wang, Baoxiang; Li, Xuan; Huang, Weiguo; Zhu, Zhongkui, Low-Rank Informed Adaptive Chirp Mode Decomposition and Its Application in Rotating Machine Fault Diagnosis Under Varying Speed Conditions, IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 74, 2025. (中科院二区)
2. Ding, Chuancang; Wang, Baoxiang; Jiang, Xingxing; Du, Guifu; Huang, Weiguo; Zhu, Zhongkui, Low-Rank Constrained Multikernel General Parameterized Time-Frequency Transform and Its Application in Rotating Machine Fault Diagnosis Under Varying Speed Condition, IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 73, 2024. (中科院二区)
3. Huang, Weiguo; Ma, Juntao; Qiu, Tianxu; Liao, Yi; Mao, Lei; Ding, Chuancang*; Wang, Jun; Shi, Juanjuan, Iteratively reweighted accurate sparse low-rank matrix estimation algorithm for bearing fault diagnosis, MEASUREMENT, 225, 2024. (中科院二区)
4. Ding, Chuancang; Huang, Weiguo; Shen, Changqing; Jiang, Xingxing; Wang, Jun; Zhu, Zhongkui, Synchroextracting frequency synchronous chirplet transform for fault diagnosis of rotating machinery under varying speed conditions, STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL, 23 (3) 1403-1422, 2024. (中科院二区)
5. Ding, Chuancang; Zhao, Ming; Lin, Jing; Liang, Kaixuan; Jiao, Jinyang, Kernel ridge regression-based chirplet transform for non-stationary signal analysis and its application in machine fault detection under varying speed conditions, MEASUREMENT, 192, 2022. (中科院二区)
6. Ding, Chuancang; Wang, Baoxiang, Sparsity-assisted adaptive chirp mode decomposition and its application in rub-impact fault detection, MEASUREMENT, 188, 2022. (中科院二区)
7.Wang, Baoxiang; Ding, Chuancang*, Transient feature identification from internal encoder signal for fault detection of planetary gearboxes under variable speed conditions, MEASUREMENT, 171, 2021. (中科院二区)
8. Ding, Chuancang; Zhao, Ming; Lin, Jing, Sparse feature extraction based on periodical convolutional sparse representation for fault detection of rotating machinery, MEASUREMENT SCIENCE AND TECHNOLOGY, 32 (1), 2021. (中科院三区)
9. Ding, Chuancang; Zhao, Ming; Lin, Jing; Jiao, Jinyang; Liang, Kaixuan, Sparsity-Based Algorithm for Condition Assessment of Rotating Machinery Using Internal Encoder Data, IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 67 (9)7982-7993, 2020. (中科院一区Top)
10. Wang, Baoxiang; Ding, Chuancang*, Hierarchical Frequency-Domain Sparsity-Based Algorithm for Fault Feature Extraction of Rolling Bearings, IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 69 (9) 6228-6240, 2020. (中科院二区)
11. Ding, Chuancang; Zhao, Ming; Lin, Jing; Wang, Baoxiang; Liang, Kaixuan, Transient feature extraction of encoder signal for condition assessment of planetary gearboxes with variable rotational speed, MEASUREMENT, 151, 2020. (中科院二区)
12. Ding, Chuancang; Zhao, Ming; Lin, Jing; Jiao, Jinyang, Multi-objective iterative optimization algorithm based optimal wavelet filter selection for multi-fault diagnosis of rolling element bearings, ISA TRANSACTIONS, 88, 199-215, 2019. (中科院二区)
13. Wang, Baoxiang; Liu, Guoqing; Dai, Jihai; Ding, Chuancang*, Improved Variational Mode Decomposition Based on Scale Space Representation for Fault Diagnosis of Rolling Bearings, SENSORS, 25 (11), 2025. (中科院三区)
14. Wang, Baoxiang; Ding, Chuancang*, An Adaptive Signal Denoising Method Based on Reweighted SVD for the Fault Diagnosis of Rolling Bearings, SENSORS, 25 (8), 2025. (中科院三区)
(2) 深度学习与智能诊断
15. Chen, Kai; Ding, Chuancang*; Wang, Baoxiang; Wang, Jun; Huang, Weiguo; Zhu, Zhongkui*, Interpretable Transfer Unrolling Network for Intelligent Cross-Domain Condition Monitoring of Rotating Machinery, IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 74, 2025. (中科院二区)
16. Ding, Chuancang; Zhou, Yanlin; Liu, Xuyan; Wang, Baoxiang; Huang, Weiguo; Zhu, Zhongkui, Imbalanced Partial Transfer Network for Intelligent Machine Fault Diagnosis, IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 74, 2025. (中科院二区)
17. Ju, Miao; Ding, Chuancang*; Huang, Weiguo; Zhu, Zhongkui; Shen, Changqing; Shi, Juanjuan, Local fusion generative adversarial network with dual-discriminator and parallel multipath and its application in machinery fault diagnosis with imbalanced data, MEASUREMENT SCIENCE AND TECHNOLOGY, 35 (11), 2024. (中科院三区)
18. Shi, Mingkuan; Ding, Chuancang*; Chang, Shuyuan; Shen, Changqing; Huang, Weiguo; Zhu, Zhongkui, Cross-Domain Class Incremental Broad Network for Continuous Diagnosis of Rotating Machinery Faults Under Variable Operating Conditions, IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 20 (4) 6356-6368, 2024. (中科院一区Top)
19. Shi, Mingkuan; Ding, Chuancang*; Wang, Rui; Shen, Changqing; Huang, Weiguo; Zhu, Zhongkui, Graph embedding deep broad learning system for data imbalance fault diagnosis of rotating machinery, RELIABILITY ENGINEERING & SYSTEM SAFETY, 240, 2023. (中科院一区Top)
20. Shi, Mingkuan; Ding, Chuancang*; Wang, Rui; Song, Qiuyu; Shen, Changqing; Huang, Weiguo; Zhu, Zhongkui, Deep hypergraph autoencoder embedding: An efficient intelligent approach for rotating machinery fault diagnosis, KNOWLEDGE-BASED SYSTEMS, 260, 2023. (中科院一区Top)
21. Shi, Mingkuan; Ding, Chuancang*; Shi, Juanjuan; Jiang, Xingxing; Huang, Weiguo; Zhu, Zhongkui, Dimensionality reduction method based on similarity balance discriminant projection for bearing fault diagnosis, MEASUREMENT SCIENCE AND TECHNOLOGY, 33 (10), 2022. (中科院三区)
22. Que, Hongbo; Liu, Xuyan; Jin, Siqin; Huo, Yaoyan; Wu, Chengpan; Ding, Chuancang*; Zhu, Zhongkui, Partial Transfer Learning Method Based on Inter-Class Feature Transfer for Rolling Bearing Fault Diagnosis, SENSORS, 24 (16), 2024. (中科院三区)
(3) 图像处理与缺陷检测
23. Li, Qiancheng; Ding, Chuancang*; Wang, Baoxiang; Wang, Jun; Huang, Weiguo; Zhu, Zhongkui, Universal multimodal aggregation network with adaptive enhancement and semantic guidance for salient object detection, ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 156, 111371, 2025. (中科院一区Top)
24. Li, Qiancheng; Ding, Chuancang*; Wang, Baoxiang; Jiao, Jinyang; Huang Weiguo; Zhu, Zhongkui, CDARNet: A robust cross-dimensional adaptive region reconstruction network for real-time metal surface defect segmentation[J]. Advanced Engineering Informatics, 67, 103514, 2025. (中科院一区Top)
研究团队网站：http://mcd.suda.edu.cn/main.htm