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ORCIDWeihua Li 0004
Person information
- affiliation: South China University of Technology, School of Mechanical and Automotive Engineering, Guangzhou, China
- affiliation (former): Huazhong University of Science and Technology, Wuhan, China
Other persons with the same name
- Weihua Li (aka: Wei-Hua Li, Wei-hua Li, Wei Hua Li) — disambiguation page
- Weihua Li 0001
![[0000-0002-6190-8421]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-6190-8421")
— University of Wollongong, Faculty of Engineering and Information Sciences - Weihua Li 0002 — University of Electronic Science and Technology of China, Chengdu, China
- WeiHua James Li (aka: Weihua Li 0003) — MIT, Media Lab, Cambridge, MA, USA
- Weihua Li 0005 — East China University of Science and Technology, School of Pharmacy, Shanghai, China
- Weihua Li 0006 — Yunnan University, School of Information Science and Engineering, Kunming, China
- Weihua Li 0007 — Auckland University of Technology, School of Engineering, Computer and Mathematical Sciences, New Zealand
- Weihua Li 0008 — Harbin Institute of Technology, School of Automotive Engineering, Weihai, China (and 1 more)
- Weihua Li 0009 — Northeastern University, College of Information Science and Engineering, Shenyang, Liaoning, China
- Weihua Li 0010 — Tongji University, School of Surveying Mapping and Geographic Information, Shanghai, China (and 1 more)
- Weihua Li 0011 — Air Force Engineering University, Institute Information and Navigation, Xi'an, China
- Weihua Li 0012 — University of Alberta, Department of Chemical and Materials Engineering, Edmonton, Canada (and 1 more)
- Weihua Li 0013 — Guangdong University of Technology, School of Computer Science and Technology, Key Laboratory of Innovation Method and Decision Management System of Guangdong Province, Guangzhou, China
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2020 – today
- 2024
[j49]Gang Chen, Junlin Yuan, Yiyue Zhang, Hanyue Zhu, Ruyi Huang, Fengtao Wang, Weihua Li:
Enhancing Reliability Through Interpretability: A Comprehensive Survey of Interpretable Intelligent Fault Diagnosis in Rotating Machinery. IEEE Access 12: 103348-103379 (2024)- [j48]Fei Jiang, Weiqi Lin, Zhaoqian Wu, Shaohui Zhang, Zhuyun Chen, Weihua Li:
Fault diagnosis of gearbox driven by vibration response mechanism and enhanced unsupervised domain adaptation. Adv. Eng. Informatics 61: 102460 (2024) - [j47]Jingyan Xia, Zhuyun Chen, Jiaxian Chen, Guolin He, Ruyi Huang, Weihua Li:
A digital twin-driven approach for partial domain fault diagnosis of rotating machinery. Eng. Appl. Artif. Intell. 131: 107848 (2024) - [j46]Shuai Ma, Jiewu Leng, Zhuyun Chen, Bo Li, Xing Li, Ding Zhang, Weihua Li, Qiang Liu:
A novel weakly supervised adversarial network for thermal error modeling of electric spindles with scarce samples. Expert Syst. Appl. 238(Part E): 122065 (2024) - [j45]Jipu Li, Xiaoge Zhang, Ke Yue, Junbin Chen, Zhuyun Chen, Weihua Li:
An auto-regulated universal domain adaptation network for uncertain diagnostic scenarios of rotating machinery. Expert Syst. Appl. 249: 123836 (2024) - [j44]Ronghui Zhang, Jingtao Peng, Wanting Gou, Yuhang Ma, Junzhou Chen, Hongyu Hu, Weihua Li, Guodong Yin, Zhiwu Li:
A robust and real-time lane detection method in low-light scenarios to advanced driver assistance systems. Expert Syst. Appl. 256: 124923 (2024) - [j43]Dongxin Fu, Shaowu Zheng, Pengcheng Xie, Weihua Li:
Depth-Guided Aggregation for Real-Time Binocular Depth Estimation Network. IEEE Multim. 31(2): 36-47 (2024) - [j42]Jiaxian Chen, Kairu Wen, Jingyan Xia, Ruyi Huang, Zhuyun Chen, Weihua Li:
Knowledge Embedded Autoencoder Network for Harmonic Drive Fault Diagnosis Under Few-Shot Industrial Scenarios. IEEE Internet Things J. 11(13): 22915-22925 (2024) - [j41]Ke Yue, Jipu Li, Shuhan Deng, Chee Keong Kwoh, Zhuyun Chen, Weihua Li:
A relationship-aware calibrated prototypical network for fault incremental diagnosis of electric motors without reserved samples. Reliab. Eng. Syst. Saf. 252: 110429 (2024) - [j40]Kai Wu, Yuan Lu, Ruyi Huang, Bernd Kuhlenkötter, Weihua Li:
A Time-Series Data-Driven Method for Milling Force Prediction of Robotic Machining. IEEE Trans. Instrum. Meas. 73: 1-12 (2024) - [j39]Jingyan Xia, Ruyi Huang, Jipu Li, Zhuyun Chen, Weihua Li:
Digital Twin-Assisted Fault Diagnosis of Rotating Machinery Without Measured Fault Data. IEEE Trans. Instrum. Meas. 73: 1-10 (2024) - [c19]Jiaxian Chen, Dongpeng Li, Ruyi Huang, Zhuyun Chen, Weihua Li:
Multi-Scale Dilated Convolutional Auto-Encoder Network for Weak Feature Extraction and Health Condition Detection. I2MTC 2024: 1-6 - [c18]Hao Lan, Shuhan Deng, Ruyi Huang, Zhuyun Chen, Weihua Li:
An Interpretable Fault Diagnosis Framework based on Capsule Network with Statistical Features. I2MTC 2024: 1-6 - [c17]Ke Yue, Jipu Li, Zhuyun Chen, Junbin Chen, Weihua Li:
Source-free Open-set Domain Adaptation Network for Emerging Fault Diagnosis of Planetary Gearbox. I2MTC 2024: 1-6 - [c16]Yuan Zheng, Weihua Li, Zhuyun Chen, Huibin Lin, Guolin He:
Fault Prior-guided White-box Model towards Interpretable Discriminant Feature Extraction. I2MTC 2024: 1-6 - 2023
- [j38]Jipu Li, Ruyi Huang, Zhuyun Chen, Guolin He, Konstantinos C. Gryllias, Weihua Li:
Deep continual transfer learning with dynamic weight aggregation for fault diagnosis of industrial streaming data under varying working conditions. Adv. Eng. Informatics 55: 101883 (2023) - [j37]Zhuyun Chen, Jingyan Xia, Jipu Li, Junbin Chen, Ruyi Huang, Gang Jin, Weihua Li:
Generalized open-set domain adaptation in mechanical fault diagnosis using multiple metric weighting learning network. Adv. Eng. Informatics 57: 102033 (2023) - [j36]Rugen Wang, Zhuyun Chen, Weihua Li:
Gradient flow-based meta generative adversarial network for data augmentation in fault diagnosis. Appl. Soft Comput. 142: 110313 (2023) - [j35]Bo Yin, Jianhua Tang, Miaowen Wen, Weihua Li:
On the Connectivity Maximization in NOMA-Aided Industrial IoT With Multiple Services. IEEE Internet Things J. 10(17): 15147-15158 (2023) - [j34]Jiaxian Chen, Dongpeng Li, Ruyi Huang, Zhuyun Chen, Weihua Li:
Aero-engine remaining useful life prediction method with self-adaptive multimodal data fusion and cluster-ensemble transfer regression. Reliab. Eng. Syst. Saf. 234: 109151 (2023) - [j33]Jingyan Xia, Ruyi Huang, Zhuyun Chen, Guolin He, Weihua Li:
A novel digital twin-driven approach based on physical-virtual data fusion for gearbox fault diagnosis. Reliab. Eng. Syst. Saf. 240: 109542 (2023) - [j32]Weidong Xu, Jingke He, Weihua Li, Yi He, Haiyang Wan, Wu Qin, Zhuyun Chen:
Long-Short-Term-Memory-Based Deep Stacked Sequence-to-Sequence Autoencoder for Health Prediction of Industrial Workers in Closed Environments Based on Wearable Devices. Sensors 23(18): 7874 (2023) - [j31]Zhuyun Chen, Yixiao Liao, Jipu Li, Ruyi Huang, Lei Xu, Gang Jin, Weihua Li:
A Multi-Source Weighted Deep Transfer Network for Open-Set Fault Diagnosis of Rotary Machinery. IEEE Trans. Cybern. 53(3): 1982-1993 (2023) - [j30]Weihua Li, Jingke He, Huibin Lin, Ruyi Huang, Guolin He, Zhuyun Chen:
A LightGBM-Based Multiscale Weighted Ensemble Model for Few-Shot Fault Diagnosis. IEEE Trans. Instrum. Meas. 72: 1-14 (2023) - [j29]Weihua Li, Hao Lan, Junbin Chen, Ke Feng, Ruyi Huang:
WavCapsNet: An Interpretable Intelligent Compound Fault Diagnosis Method by Backward Tracking. IEEE Trans. Instrum. Meas. 72: 1-11 (2023) - [j28]Yong Xu, Hui Tao, Weihua Li, Yong Zhong:
CapsFormer: A Novel Bearing Intelligent Fault Diagnosis Framework With Negligible Speed Change Under Small-Sample Conditions. IEEE Trans. Instrum. Meas. 72: 1-11 (2023) - [j27]Xiaoqing Yang, Guolin He, Kang Ding, Yuanzheng Li, Xiaoxi Ding, Weihua Li:
A Novel Optimization Demodulation Method for Gear Fault Vibration Overmodulation Signal and Its Application to Fault Diagnosis. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - [j26]Ke Yue, Jipu Li, Junbin Chen, Ruyi Huang, Weihua Li:
Multiscale Wavelet Prototypical Network for Cross-Component Few-Shot Intelligent Fault Diagnosis. IEEE Trans. Instrum. Meas. 72: 1-11 (2023) - [j25]Ke Yue, Jipu Li, Zhuyun Chen, Ruyi Huang, Weihua Li:
Multiple Source-Free Domain Adaptation Network Based on Knowledge Distillation for Machinery Fault Diagnosis. IEEE Trans. Instrum. Meas. 72: 1-11 (2023) - [j24]Jiao Chen, Jianhua Tang, Weihua Li:
Industrial Edge Intelligence: Federated-Meta Learning Framework for Few-Shot Fault Diagnosis. IEEE Trans. Netw. Sci. Eng. 10(6): 3561-3573 (2023) - [c15]Kairu Wen, Ruyi Huang, Dongpeng Li, Zhuyun Chen, Weihua Li:
Gradient-Based Interpretable Graph Convolutional Network for Bearing Fault Diagnosis. I2MTC 2023: 1-6 - [c14]Jingkang Liang, Zhuyun Chen, Junbin Chen, Jipu Li, Ruyi Huang, Weihua Li:
Resource-Efficient Network for Intelligent Fault Diagnosis Using Tree-Structured Parzen Estimator. ICSRS 2023: 585-589 - [c13]Shaowu Zheng, Chong Xie, Ruyi Huang, Shanhu Yu, Ming Ye, Weihua Li:
V2X-Based Cooperative Positioning for Connected Vehicles in GNSS- Denied Environments. ITSC 2023: 4953-4959 - 2022
- [j23]Weihua Li, Xuefeng Chen:
IMS Technical Committee TC-3: Condition Monitoring and Fault Diagnosis Instrument. IEEE Instrum. Meas. Mag. 25(8): 5-9 (2022) - [j22]Junbin Chen, Jipu Li, Ruyi Huang, Ke Yue, Zhuyun Chen, Weihua Li:
Federated Transfer Learning for Bearing Fault Diagnosis With Discrepancy-Based Weighted Federated Averaging. IEEE Trans. Instrum. Meas. 71: 1-11 (2022) - [j21]Fei Jiang, Kang Ding, Guolin He, Huibin Lin, Zhuyun Chen, Weihua Li:
Dual-Attention-Based Multiscale Convolutional Neural Network With Stage Division for Remaining Useful Life Prediction of Rolling Bearings. IEEE Trans. Instrum. Meas. 71: 1-10 (2022) - [j20]Jipu Li, Ruyi Huang, Junbin Chen, Jingyan Xia, Zhuyun Chen, Weihua Li:
Deep Self-Supervised Domain Adaptation Network for Fault Diagnosis of Rotating Machine With Unlabeled Data. IEEE Trans. Instrum. Meas. 71: 1-9 (2022) - [j19]Zhongze Liu, Kang Ding, Huibin Lin, Zhuyun Chen, Weihua Li:
A Reweighted Overlapping Group Shrinkage Method for Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 71: 1-13 (2022) - [j18]Shaowu Zheng, Yun Xie, Minghao Li, Chong Xie, Weihua Li:
A Novel Strategy for Global Lane Detection Based on Key-Point Regression and Multi-Scale Feature Fusion. IEEE Trans. Intell. Transp. Syst. 23(12): 23244-23253 (2022) - [c12]Ke Yue, Jipu Li, Junbin Chen, Weihua Li:
Intelligent Cross-domain Fault Diagnosis For Rotating Machinery Using Multiscale Adversarial Convolutional Neural Network. I2MTC 2022: 1-6 - 2021
- [j17]Yun Xie, Shaowu Zheng, Weihua Li:
Feature-Guided Spatial Attention Upsampling for Real-Time Stereo Matching Network. IEEE Multim. 28(1): 38-47 (2021) - [j16]Weihua Li, Zhuyun Chen, Guolin He:
A Novel Weighted Adversarial Transfer Network for Partial Domain Fault Diagnosis of Machinery. IEEE Trans. Ind. Informatics 17(3): 1753-1762 (2021) - [j15]Botao An, Shibin Wang, Ruqiang Yan, Weihua Li, Xuefeng Chen:
Adaptive Robust Noise Modeling of Sparse Representation for Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 70: 1-12 (2021) - [j14]Junbin Chen, Ruyi Huang, Kun Zhao, Wei Wang, Longcan Liu, Weihua Li:
Multiscale Convolutional Neural Network With Feature Alignment for Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - [j13]Ruyi Huang, Jipu Li, Yixiao Liao, Junbin Chen, Zhen Wang, Weihua Li:
Deep Adversarial Capsule Network for Compound Fault Diagnosis of Machinery Toward Multidomain Generalization Task. IEEE Trans. Instrum. Meas. 70: 1-11 (2021) - [c11]Jipu Li, Ruyi Huang, Jingyan Xia, Zhuyun Chen, Weihua Li:
A Global-Local Dynamic Adversarial Network for Intelligent Fault Diagnosis of Spindle Bearing. I2MTC 2021: 1-6 - 2020
- [j12]Zhuyun Chen, Konstantinos C. Gryllias, Weihua Li:
Intelligent Fault Diagnosis for Rotary Machinery Using Transferable Convolutional Neural Network. IEEE Trans. Ind. Informatics 16(1): 339-349 (2020) - [j11]Ruyi Huang, Jipu Li, Shuhua Wang, Guanghui Li, Weihua Li:
A Robust Weight-Shared Capsule Network for Intelligent Machinery Fault Diagnosis. IEEE Trans. Ind. Informatics 16(10): 6466-6475 (2020) - [j10]Ruyi Huang, Jipu Li, Weihua Li, Lingli Cui:
Deep Ensemble Capsule Network for Intelligent Compound Fault Diagnosis Using Multisensory Data. IEEE Trans. Instrum. Meas. 69(5): 2304-2314 (2020) - [j9]Yixiao Liao, Ruyi Huang, Jipu Li, Zhuyun Chen, Weihua Li:
Deep Semisupervised Domain Generalization Network for Rotary Machinery Fault Diagnosis Under Variable Speed. IEEE Trans. Instrum. Meas. 69(10): 8064-8075 (2020) - [j8]Zhuyun Chen, Guolin He, Jipu Li, Yixiao Liao, Konstantinos C. Gryllias, Weihua Li:
Domain Adversarial Transfer Network for Cross-Domain Fault Diagnosis of Rotary Machinery. IEEE Trans. Instrum. Meas. 69(11): 8702-8712 (2020) - [c10]Botao An, Shibin Wang, Ruqiang Yan, Weihua Li, Xuefeng Chen:
Generalized Gaussian Noise Distribution Enabled Sparse Representation Model for Bearing Fault Diagnosis. I2MTC 2020: 1-5 - [c9]Ruyi Huang, Zhen Wang, Jipu Li, Junbin Chen, Weihua Li:
A Transferable Capsule Network for Decoupling Compound Fault of Machinery. I2MTC 2020: 1-6
2010 – 2019
- 2019
- [j7]Ruyi Huang, Yixiao Liao, Shaohui Zhang, Weihua Li:
Deep Decoupling Convolutional Neural Network for Intelligent Compound Fault Diagnosis. IEEE Access 7: 1848-1858 (2019) - [j6]Shaohui Zhang, Man Wang, Weihua Li, Jiesi Luo, Zusheng Lin:
Deep Learning With Emerging New Labels for Fault Diagnosis. IEEE Access 7: 6279-6287 (2019) - [j5]Bin Zhang, Shaohui Zhang, Weihua Li:
Bearing performance degradation assessment using long short-term memory recurrent network. Comput. Ind. 106: 14-29 (2019) - [c8]Zhuyun Chen, Chenyu Liu, Konstantinos C. Gryllias, Weihua Li:
Gearbox Fault Diagnosis Using Convolutional Neural Networks And Support Vector Machines. EUSIPCO 2019: 1-5 - [c7]Ruyi Huang, Weihua Li, Lingli Cui:
An Intelligent Compound Fault Diagnosis Method Using One-Dimensional Deep Convolutional Neural Network With Multi-Label Classifier. I2MTC 2019: 1-6 - 2018
- [j4]Yixiao Liao, Lei Zhang, Weihua Li:
Regrouping particle swarm optimization based variable neural network for gearbox fault diagnosis. J. Intell. Fuzzy Syst. 34(6): 3671-3680 (2018) - [c6]Xiaonan Liu, Wenjin Chen, Jie Liu, Weihua Li, Ruqiang Yan:
Electric vehicle battery temperature measuring method based on magnetic nanoparticles. I2MTC 2018: 1-5 - 2017
- [j3]Zhuyun Chen, Weihua Li:
Multisensor Feature Fusion for Bearing Fault Diagnosis Using Sparse Autoencoder and Deep Belief Network. IEEE Trans. Instrum. Meas. 66(7): 1693-1702 (2017) - 2016
- [j2]Weihua Li, Shaohui Zhang, Subhash Rakheja:
Feature Denoising and Nearest-Farthest Distance Preserving Projection for Machine Fault Diagnosis. IEEE Trans. Ind. Informatics 12(1): 393-404 (2016) - [c5]Zhuyun Chen, Xueqiong Zeng, Weihua Li, Guanglan Liao:
Machine fault classification using deep belief network. I2MTC 2016: 1-6 - 2015
- [c4]Weihua Li, Waiping Shan, Shenglong Weng:
Bearing fault classification using firefly clustering. I2MTC 2015: 594-599 - 2013
- [j1]Weihua Li, Shaohui Zhang, Guolin He:
Semisupervised Distance-Preserving Self-Organizing Map for Machine-Defect Detection and Classification. IEEE Trans. Instrum. Meas. 62(5): 869-879 (2013) - [c3]Weihua Li, Zhidong Huang, Huibin Lin, Kang Ding:
Envelope analysis by wavelet-filter based spectral kurtosis for bearing health monitoring. I2MTC 2013: 1721-1724
2000 – 2009
- 2006
- [c2]Weihua Li, Tielin Shi, Kang Ding:
Gear Crack Detection Using Kernel Function Approximation. ICONIP (3) 2006: 535-544 - 2005
- [c1]Guanglan Liao, Tielin Shi, Weihua Li, Tao Huang:
Feature Selection and Classification of Gear Faults Using SOM. ISNN (3) 2005: 556-560
Coauthor Index
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