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2020 – today
- 2024
[j45]Zhenzhong He, Changqing Shen, Bojian Chen
, Juanjuan Shi, Weiguo Huang, Zhongkui Zhu, Dong Wang:
A new feature boosting based continual learning method for bearing fault diagnosis with incremental fault types. Adv. Eng. Informatics 61: 102469 (2024)- [j44]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) - [j43]Yan Zhang, Changqing Shen, Xingli Zhong, Kai Chen, Weiguo Huang, Zhongkui Zhu:
Adaptive feature consolidation residual network for exemplar-free continuous diagnosis of rotating machinery with fault-type increments. Adv. Eng. Informatics 62: 102715 (2024) - [j42]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) - [j41]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) - [j40]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) - [j39]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) - [j38]Jun Wang, He Ren, Changqing Shen, Weiguo Huang, Zhongkui Zhu:
Multi-scale style generative and adversarial contrastive networks for single domain generalization fault diagnosis. Reliab. Eng. Syst. Saf. 243: 109879 (2024) - [j37]Hongyan Zhu, Changqing Shen, Lin Li, Dong Wang, Weiguo Huang, Zhongkui Zhu:
Reserving embedding space for new fault types: A new continual learning method for bearing fault diagnosis. Reliab. Eng. Syst. Saf. 252: 110433 (2024) - [j36]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) - [j35]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) - [j34]Weizhen Liu, Miao Tang, Jinzhao Liu, Hangyuan Qin, Juanjuan Shi, Weiguo Huang, Changqing Shen, Zhongkui Zhu:
Point Rail of High-Speed Railway Turnout Induced Feature Extraction Using Oscillatory Behavior-Based Signal Sparse Decomposition. IEEE Trans. Instrum. Meas. 73: 1-13 (2024) - [j33]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) - [j32]Zhichao Zhang, Liang He, Dong Li, Yangfan He, Weiguo Huang:
Cross Metaplectic Wigner Distribution: Definition, Properties, Relation to Short-Time Metaplectic Transform, and Uncertainty Principles. IEEE Trans. Inf. Theory 70(5): 3788-3822 (2024) - 2023
- [j31]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) - [j30]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) - [j29]He Ren, Jun Wang, Weiguo Huang, Xingxing Jiang, Zhongkui Zhu:
Domain-invariant feature fusion networks for semi-supervised generalization fault diagnosis. Eng. Appl. Artif. Intell. 126(Part D): 107117 (2023) - [j28]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) - [j27]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) - [j26]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) - [j25]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) - [j24]Tianyu Liu, Bojian Chen, Weiguo Huang, Lisa M. Jackson, Lei Mao, Qingbo He, Qiang Wu:
Assessment of Tool Wear With Insufficient and Unbalanced Data Using Improved Conditional Generative Adversarial Net and High-Quality Optimization Algorithm. IEEE Trans. Ind. Electron. 70(11): 11670-11680 (2023) - [j23]Jun Dai, Jun Wang, Lin-Quan Yao, Weiguo Huang, Zhongkui Zhu:
Categorical Feature GAN for Imbalanced Intelligent Fault Diagnosis of Rotating Machinery. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - [j22]Linghui Lu, Jun Wang, Weiguo Huang, Changqing Shen, Juanjuan Shi, Zhongkui Zhu:
Dual Contrastive Learning for Semi-Supervised Fault Diagnosis Under Extremely Low Label Rate. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - [j21]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) - [j20]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
- [j19]Rui Wang, Weiguo Huang, Mingkuan Shi, Jun Wang, Changqing Shen, Zhongkui Zhu:
Federated adversarial domain generalization network: A novel machinery fault diagnosis method with data privacy. Knowl. Based Syst. 256: 109880 (2022) - [j18]Juanjuan Shi, Zehui Hua, Weiguo Huang, Patrick Dumond, Changqing Shen, Zhongkui Zhu:
Instantaneous Frequency Synchronized Generalized Stepwise Demodulation Transform for Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 71: 1-15 (2022) - [j17]Qiuyu Song, Xingxing Jiang, Shuang Wang, Jianfeng Guo, Weiguo Huang, Zhongkui Zhu:
Self-Adaptive Multivariate Variational Mode Decomposition and Its Application for Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 71: 1-13 (2022) - [j16]Rui Wang, Weiguo Huang, Jun Wang, Changqing Shen, Zhongkui Zhu:
Multisource Domain Feature Adaptation Network for Bearing Fault Diagnosis Under Time-Varying Working Conditions. IEEE Trans. Instrum. Meas. 71: 1-10 (2022) - [j15]Erfeng Gao, Weiguo Huang, Juanjuan Shi, Xiang Wang, Jianying Zheng, Guifu Du, Yanyun Tao:
Long-Tailed Traffic Sign Detection Using Attentive Fusion and Hierarchical Group Softmax. IEEE Trans. Intell. Transp. Syst. 23(12): 24105-24115 (2022) - [c10]Lipan Chen, Hai Liang, Xinyang Li, Yong Ding, Weiguo Huang, Yujue Wang, Xiaochun Zhou:
Blockchain-Based UAV-Assisted Forest Supervision and Data Sharing. BlockSys 2022: 251-264 - [c9]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 - 2021
- [j14]Kai He, Lei Mao, Jianbo Yu, Weiguo Huang, Qingbo He, Lisa M. Jackson:
Long-Term Performance Prediction of PEMFC Based on LASSO-ESN. IEEE Trans. Instrum. Meas. 70: 1-11 (2021) - [j13]Yi Liao, Weiguo Huang, Changqing Shen, Zhongkui Zhu, Jianping Xuan, Lingfeng Mao:
Enhanced Sparse Regularization Based on Logarithm Penalty and Its Application to Gearbox Compound Fault Diagnosis. IEEE Trans. Instrum. Meas. 70: 1-12 (2021) - 2020
- [j12]Ning Li, Weiguo Huang, Wenjun Guo, Guanqi Gao, Zhongkui Zhu:
Multiple Enhanced Sparse Decomposition for Gearbox Compound Fault Diagnosis. IEEE Trans. Instrum. Meas. 69(3): 770-781 (2020) - [j11]Weiguo Huang, Ning Li, Ivan W. Selesnick, Juanjuan Shi, Jun Wang, Lei Mao, Xingxing Jiang, Zhongkui Zhu:
Nonconvex Group Sparsity Signal Decomposition via Convex Optimization for Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 69(7): 4863-4872 (2020)
2010 – 2019
- 2019
- [j10]Juanjuan Shi, Weiguo Huang, Changqing Shen, Xingxing Jiang, Zhongkui Zhu:
Dual-Guidance-Based Optimal Resonant Frequency Band Selection and Multiple Ridge Path Identification for Bearing Fault Diagnosis Under Time-Varying Speeds. IEEE Access 7: 144995-145012 (2019) - [j9]Weiguo Huang, Guanqi Gao, Ning Li, Xingxing Jiang, Zhongkui Zhu:
Time-Frequency Squeezing and Generalized Demodulation Combined for Variable Speed Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 68(8): 2819-2829 (2019) - [c8]Yumei Qi, Changqing Shen, Juanjuan Shi, Weiguo Huang, Zhongkui Zhu:
Adaptive Morphological Feature Extraction and Support Vector Regressive Classification for Gearbox Fault Diagnosis. AIM 2019: 868-872 - 2018
- [j8]Hailin Yang, Lianwen Jin, Weiguo Huang, Zhaoyang Yang, Songxuan Lai, Jifeng Sun:
Dense and Tight Detection of Chinese Characters in Historical Documents: Datasets and a Recognition Guided Detector. IEEE Access 6: 30174-30183 (2018) - [j7]Weiguo Huang, Wei Bi, Guanqi Gao, Yong Ping Zhang, Zhongkui Zhu:
Image smoothing via a scale-aware filter and L 0 norm. IET Image Process. 12(9): 1511-1518 (2018) - [j6]Shenghao Tang, Changqing Shen, Dong Wang, Shuang Li, Weiguo Huang, Zhongkui Zhu:
Adaptive deep feature learning network with Nesterov momentum and its application to rotating machinery fault diagnosis. Neurocomputing 305: 1-14 (2018) - [c7]Lin Wang, Gaigai Cai, Zhongkui Zhu, Weiguo Huang:
Feature enhancement via balanced non-convex regularization for rotary machine fault diagnosis. I2MTC 2018: 1-6 - 2017
- [j5]Lin Wang, Gaigai Cai, Wei You, Weiguo Huang, Zhongkui Zhu:
Transients Extraction Based on Averaged Random Orthogonal Matching Pursuit Algorithm for Machinery Fault Diagnosis. IEEE Trans. Instrum. Meas. 66(12): 3237-3248 (2017) - [c6]Kaihuan Liang, Lianwen Jin, Zecheng Xie, XueFeng Xiao, Weiguo Huang:
A Comprehensive Analysis of Misclassified Handwritten Chinese Character Samples by Incorporating Human Recognition. ICDAR 2017: 460-465 - 2016
- [c5]Chunyan Luo, Changqing Shen, Wei You, Weiguo Huang, Gaigai Cai, Zhongkui Zhu:
Sparse representation of gearbox compound fault features by combining Majorization-Minimization algorithm and wavelet bases. I2MTC 2016: 1-5 - 2015
- [j4]Dameng Hu, Weiguo Huang, Jianyu Yang, Li Shang, Zhongkui Zhu:
Shape matching and object recognition using common base triangle area. IET Comput. Vis. 9(5): 769-778 (2015) - 2014
- [j3]Haiyang Liu, Weiguo Huang, Shibin Wang, Zhongkui Zhu:
Adaptive spectral kurtosis filtering based on Morlet wavelet and its application for signal transients detection. Signal Process. 96: 118-124 (2014) - [c4]Wei Fan, Gaigai Cai, Weiguo Huang, Z. K. Zhu:
Sparsity-enabled signal transient feature extraction using wavelet basis and constrained optimization algorithm. ChinaSIP 2014: 781-784 - [c3]Weiwei Xiang, Gaigai Cai, Wei Fan, Weiguo Huang, Li Shang, Zhongkui Zhu:
The Research of the Transient Feature Extraction by Resonance-Based Method Using Double-TQWT. ICIC (1) 2014: 684-692 - [c2]Dameng Hu, Weiguo Huang, Li Shang, Zhongkui Zhu, Jianyu Yang:
Adaptive discrete curve evolution for shape recognition. ROBIO 2014: 481-486 - 2013
- [c1]Chao Gu, Weiguo Huang, Jin Tao, Li Shang, Zhongkui Zhu:
Efficient object recognition method based on hierarchical representation. ROBIO 2013: 358-363 - 2010
- [j2]Shibin Wang, Zhongkui Zhu, Yingping He, Weiguo Huang:
Adaptive Parameter Identification Based on Morlet Wavelet and Application in Gearbox Fault Feature Detection. EURASIP J. Adv. Signal Process. 2010 (2010)
2000 – 2009
- 2009
- [j1]Weiguo Huang, Shuyou Wu, Fangrang Kong, Qiang Wu:
Research on Blind Source Separation for Machine Vibrations. Wirel. Sens. Netw. 1(5): 453-457 (2009)
Coauthor Index
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