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ORCIDYongbo Li 0001
Person information
- affiliation: Northwestern Polytechnical University, Xi'an, Shaanxi, China
Other persons with the same name
- Yongbo Li — disambiguation page
- Yongbo Li 0002
![[0009-0003-9823-4234]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0009-0003-9823-4234")
— Nanjing University of Science and Technology, Nanjing, China - Yongbo Li 0003 — George Washington University, WA, USA (and 1 more)
- Yongbo Li 0004 — China University of Geosciences, Wuhan, China
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Journal Articles
- 2025
[j54]Rui Bai, Yongbo Li, Jiancheng Yin, Khandaker Noman:
Spatio-temporal graph convolutional network with domain generalization: A novel rotating machinery RUL prediction method in small samples. Adv. Eng. Informatics 67: 103522 (2025)- [j53]Jiancheng Yin, Wentao Sui, Xuye Zhuang, Yunlong Sheng, Yongbo Li:
Two-Dimensional Image Lempel-Ziv Complexity Calculation Method and Its Application in Defect Detection. Entropy 27(10): 1014 (2025) - [j52]Gang Mao, Hui Li, Longxian Xue, Yongbo Li, Zhiqiang Cai, Khandaker Noman:
FedPM-SGN: A federated graph network for aviation equipment fault diagnosis by multi-sensor fusion in decentralized and heterogeneous setting. Inf. Fusion 117: 102876 (2025) - [j51]Wanming Ying, Lunyong Li, Yongbo Li, Teng Wang, Jinde Zheng, Ke Feng:
Trustworthy multimodal feature-enhanced fusion network for non-contact rotating machinery fault diagnosis. Inf. Fusion 124: 103377 (2025) - [j50]Rui Bai, Yongbo Li, Jiancheng Yin, Zehang Jiao, Khandaker Noman, Yuhang Wang:
Physics-driven Bayesian long short-term memory network for machinery remaining useful life prediction with uncertainty estimation. Reliab. Eng. Syst. Saf. 262: 111127 (2025) - [j49]Siyuan Gao, Khandaker Noman, Gang Mao, Zichen Deng, Yongbo Li, Wenqing Ge:
Multisource Heterogeneous Information Fusion Based on Graph Convolutional Network for Gearbox Fault Diagnosis. IEEE Trans. Instrum. Meas. 74: 1-15 (2025) - [j48]Laixing Li, Yongbo Li, Tao Liu, Khandaker Noman, Huijun Shi, Shuai Shi:
Extended Sliding Time Synchronous Averaging for Enhancing Weak Fault Feature of Rolling Bearings. IEEE Trans. Instrum. Meas. 74: 1-13 (2025) - [j47]Tao Liu, Shufeng Wang, Xinsan Li, Yongbo Li, Khandaker Noman:
Time-Frequency Mode Adaptive Decomposition Based on the Maximum Kurtosis for Extracting Fault Component of Bearings. IEEE Trans. Instrum. Meas. 74: 1-10 (2025) - [j46]Jiancheng Yin, Wentao Sui, Xuye Zhuang, Yunlong Sheng, Yongbo Li:
An Improved Lempel-Ziv Complexity for Bearing Fault Diagnosis Based on the Time-Frequency Encoding Method. IEEE Trans. Instrum. Meas. 74: 1-12 (2025) - [j45]Jiancheng Yin, Wentao Sui, Xuye Zhuang, Yunlong Sheng, Jianjun Wang, Rujun Song, Yongbo Li:
An Improved Lempel-Ziv Complexity Indicator Based on Multiscale Decomposition and Multiscale Encoding for Bearing Failure Severity Recognition. IEEE Trans. Instrum. Meas. 74: 1-13 (2025) - [j44]Chenyang Ma, Ke Feng, Xianzhi Wang, Zhiqiang Cai, Yongbo Li:
Condition-Adaptive Permutation Entropy: A Novel Dynamic Complexity-Based Health Indicator for Bearing Health Monitoring. IEEE Trans. Reliab. 74(1): 2394-2407 (2025) - 2024
- [j43]Jiancheng Yin, Wentao Sui, Xuye Zhuang, Yunlong Sheng, Yongbo Li:
The Application of Lempel-Ziv Complexity in Medicine Science, Nature Science, Social Science, and Engineering: A Review and Prospect. IEEE Access 12: 179330-179352 (2024) - [j42]Tao Liu, Laixing Li, Khandaker Noman, Yongbo Li:
Local maximum instantaneous extraction transform based on extended autocorrelation function for bearing fault diagnosis. Adv. Eng. Informatics 61: 102487 (2024) - [j41]Tao Liu, Laixing Li, Yongbo Li, Khandaker Noman:
Sliding time-frequency synchronous average based on autocorrelation function for extracting fault feature of bearings. Adv. Eng. Informatics 62: 102876 (2024) - [j40]Yongchao Zhang, Jinliang Ding, Yongbo Li, Zhaohui Ren, Ke Feng:
Multi-modal data cross-domain fusion network for gearbox fault diagnosis under variable operating conditions. Eng. Appl. Artif. Intell. 133: 108236 (2024) - [j39]Shun Wang, Yongbo Li, Khandaker Noman, Zhixiong Li, Ke Feng, Zheng Liu, Zichen Deng:
Multivariate multiscale dispersion Lempel-Ziv complexity for fault diagnosis of machinery with multiple channels. Inf. Fusion 104: 102152 (2024) - [j38]Dingyi Sun, Yongbo Li, Zheng Liu, Sixiang Jia, Khandaker Noman:
Physics-inspired multimodal machine learning for adaptive correlation fusion based rotating machinery fault diagnosis. Inf. Fusion 108: 102394 (2024) - [j37]Sheng Li, Ke Feng, Yadong Xu, Yongbo Li, Qing Ni, Ke Zhang, Yulin Wang, Weiping Ding:
Cross-modal zero-sample diagnosis framework utilizing non-contact sensing data fusion. Inf. Fusion 110: 102453 (2024) - [j36]Chenyang Ma, Xianzhi Wang, Yongbo Li, Zhiqiang Cai:
Broad zero-shot diagnosis for rotating machinery with untrained compound faults. Reliab. Eng. Syst. Saf. 242: 109704 (2024) - [j35]Qiting Zhou, Longxian Xue, Jie He, Sixiang Jia, Yongbo Li:
A Rotating Machinery Fault Diagnosis Method Based on Dynamic Graph Convolution Network and Hard Threshold Denoising. Sensors 24(15): 4887 (2024) - [j34]Khandaker Noman, Usman Ali, Yongbo Li, Shun Wang, Anayet U. Patwari, Anil Kumar:
A Novel Nonlinear Dynamic Measure for Early Detection of Bearing Fault Using Weighted Squared Envelope-Based Symbolic Lempel-Ziv Complexity. IEEE Trans. Instrum. Meas. 73: 1-16 (2024) - 2023
- [j33]Gang Mao, Yongbo Li, Zhiqiang Cai, Bin Qiao, Sixiang Jia:
Transferable dynamic enhanced cost-sensitive network for cross-domain intelligent diagnosis of rotating machinery under imbalanced datasets. Eng. Appl. Artif. Intell. 125: 106670 (2023) - [j32]Dingyi Sun, Yongbo Li, Sixiang Jia, Ke Feng, Zheng Liu:
Non-contact diagnosis for gearbox based on the fusion of multi-sensor heterogeneous data. Inf. Fusion 94: 112-125 (2023) - [j31]Chunyun Li, Khandaker Noman, Zheng Liu, Ke Feng, Yongbo Li:
Optimal symbolic entropy: An adaptive feature extraction algorithm for condition monitoring of bearings. Inf. Fusion 98: 101831 (2023) - [j30]Chenyang Ma, Yongbo Li, Xianzhi Wang, Zhiqiang Cai:
Early fault diagnosis of rotating machinery based on composite zoom permutation entropy. Reliab. Eng. Syst. Saf. 230: 108967 (2023) - [j29]Rui Bai, Khandaker Noman, Ke Feng, Zhike Peng, Yongbo Li:
A two-phase-based deep neural network for simultaneous health monitoring and prediction of rolling bearings. Reliab. Eng. Syst. Saf. 238: 109428 (2023) - [j28]Li Ding, Jinchen Ji, Yongbo Li, Shun Wang, Khandaker Noman, Ke Feng:
A Novel Weak Feature Extraction Method for Rotating Machinery: Link Dispersion Entropy. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - [j27]Khandaker Noman, Yongbo Li, Shubin Si, Shun Wang, Gang Mao:
Oscillatory Lempel-Ziv Complexity Calculation as a Nonlinear Measure for Continuous Monitoring of Bearing Health. IEEE Trans. Reliab. 72(1): 151-165 (2023) - 2022
- [j26]Gang Mao, Zhongzheng Zhang, Bin Qiao, Yongbo Li:
Fusion Domain-Adaptation CNN Driven by Images and Vibration Signals for Fault Diagnosis of Gearbox Cross-Working Conditions. Entropy 24(1): 119 (2022) - [j25]Yongbo Li, Fengshou Gu, Xihui Liang:
Information Theory and Its Application in Machine Condition Monitoring. Entropy 24(2): 206 (2022) - [j24]Gang Mao, Zhongzheng Zhang, Sixiang Jia, Khandaker Noman, Yongbo Li:
Partial Transfer Ensemble Learning Framework: A Method for Intelligent Diagnosis of Rotating Machinery Based on an Incomplete Source Domain. Sensors 22(7): 2579 (2022) - [j23]Jing Guo, Biao Ma, Tiangang Zou, Lin Gui, Yongbo Li:
Composite Multiscale Transition Permutation Entropy-Based Fault Diagnosis of Bearings. Sensors 22(20): 7809 (2022) - [j22]Yongbo Li, Bing Li, Jinchen Ji, Hamed Kalhori:
Advanced Sensing, Fault Diagnostics, and Structural Health Management. Sensors 22(23): 9087 (2022) - [j21]Yongbo Li, Bing Li, Jinchen Ji, Hamed Kalhori:
Advanced Fault Diagnosis and Health Monitoring Techniques for Complex Engineering Systems. Sensors 22(24): 10002 (2022) - [j20]Xianzhi Wang, Shubin Si, Yongbo Li:
Variational Embedding Multiscale Diversity Entropy for Fault Diagnosis of Large-Scale Machinery. IEEE Trans. Ind. Electron. 69(3): 3109-3119 (2022) - [j19]Yongbo Li, Shun Wang, Ni Li, Zichen Deng:
Multiscale Symbolic Diversity Entropy: A Novel Measurement Approach for Time-Series Analysis and Its Application in Fault Diagnosis of Planetary Gearboxes. IEEE Trans. Ind. Informatics 18(2): 1121-1131 (2022) - [j18]Khandaker Noman, Yongbo Li, Shun Wang:
Continuous Health Monitoring of Rolling Element Bearing Based on Nonlinear Oscillatory Sample Entropy. IEEE Trans. Instrum. Meas. 71: 1-14 (2022) - 2021
- [j17]Dangdang Zheng, Bing Han, Geng Liu, Yongbo Li, Huangchao Yu:
Cross-Domain Intelligent Fault Diagnosis Method of Rotating Machinery Using Multi-Scale Transfer Fuzzy Entropy. IEEE Access 9: 95481-95492 (2021) - [j16]Yongbo Li, Fulong Liu, Shun Wang, Jiancheng Yin:
Multiscale Symbolic Lempel-Ziv: An Effective Feature Extraction Approach for Fault Diagnosis of Railway Vehicle Systems. IEEE Trans. Ind. Informatics 17(1): 199-208 (2021) - [j15]Xianzhi Wang, Shubin Si, Yongbo Li:
Multiscale Diversity Entropy: A Novel Dynamical Measure for Fault Diagnosis of Rotating Machinery. IEEE Trans. Ind. Informatics 17(8): 5419-5429 (2021) - [j14]Yongbo Li, Yu Ren, Huailiang Zheng, Zichen Deng, Shun Wang:
A Novel Cross-Domain Intelligent Fault Diagnosis Method Based on Entropy Features and Transfer Learning. IEEE Trans. Instrum. Meas. 70: 1-14 (2021) - 2020
- [j13]Yongbo Li, Xianzhi Wang, Shubin Si, Shiqian Huang:
Entropy Based Fault Classification Using the Case Western Reserve University Data: A Benchmark Study. IEEE Trans. Reliab. 69(2): 754-767 (2020) - 2019
- [j12]Yu Wei, Minqiang Xu, Xianzhi Wang, Wenhu Huang, Yongbo Li:
A Hybrid Approach for Weak Fault Feature Extraction of Gearbox. IEEE Access 7: 16616-16625 (2019) - [j11]Huailiang Zheng, Rixin Wang, Yuantao Yang, Jiancheng Yin, Yongbo Li, Yuqing Li, Minqiang Xu:
Cross-Domain Fault Diagnosis Using Knowledge Transfer Strategy: A Review. IEEE Access 7: 129260-129290 (2019) - [j10]Yongbo Li, Xianzhi Wang, Shubin Si, Xiaoqiang Du:
A New Intelligent Fault Diagnosis Method of Rotating Machinery under Varying-Speed Conditions Using Infrared Thermography. Complex. 2019: 2619252:1-2619252:12 (2019) - [j9]Xianzhi Wang, Shubin Si, Yu Wei, Yongbo Li:
The Optimized Multi-Scale Permutation Entropy and Its Application in Compound Fault Diagnosis of Rotating Machinery. Entropy 21(2): 170 (2019) - [j8]Yongbo Li, James Xi Gu, Dong Zhen, Minqiang Xu, Andrew D. Ball:
An Evaluation of Gearbox Condition Monitoring Using Infrared Thermal Images Applied with Convolutional Neural Networks. Sensors 19(9): 2205 (2019) - 2018
- [j7]Yongbo Li, Yu Wei, Ke Feng, Xianzhi Wang, Zhenbao Liu:
Fault Diagnosis of Rolling Bearing Under Speed Fluctuation Condition Based on Vold-Kalman Filter and RCMFE. IEEE Access 6: 37349-37360 (2018) - [j6]Yongbo Li, Xianzhi Wang, Zhenbao Liu, Xihui Liang, Shubin Si:
The Entropy Algorithm and Its Variants in the Fault Diagnosis of Rotating Machinery: A Review. IEEE Access 6: 66723-66741 (2018) - [j5]Yongbo Li, Xihui Liang, Yu Wei, Xianzhi Wang:
A method based on refined composite multi-scale symbolic dynamic entropy and ISVM-BT for rotating machinery fault diagnosis. Neurocomputing 315: 246-260 (2018) - 2017
- [j4]Yongbo Li, Minqiang Xu, Xihui Liang, Wenhu Huang:
Application of Bandwidth EMD and Adaptive Multiscale Morphology Analysis for Incipient Fault Diagnosis of Rolling Bearings. IEEE Trans. Ind. Electron. 64(8): 6506-6517 (2017) - [j3]Yongbo Li, Xihui Liang, Yuantao Yang, Minqiang Xu, Wenhu Huang:
Early Fault Diagnosis of Rotating Machinery by Combining Differential Rational Spline-Based LMD and K-L Divergence. IEEE Trans. Instrum. Meas. 66(11): 3077-3090 (2017) - 2016
- [j2]Yongbo Li, Minqiang Xu, Yu Wei, Wenhu Huang:
Health Condition Monitoring and Early Fault Diagnosis of Bearings Using SDF and Intrinsic Characteristic-Scale Decomposition. IEEE Trans. Instrum. Meas. 65(9): 2174-2189 (2016) - 2015
- [j1]Yongbo Li, Minqiang Xu, Haiyang Zhao, Yu Wei, Wenhu Huang:
A new rotating machinery fault diagnosis method based on improved local mean decomposition. Digit. Signal Process. 46: 201-214 (2015)
Conference and Workshop Papers
- 2018
- [c3]Yongbo Li, Xianzhi Wang, Zhiliang Liu, Shubin Si:
A fault diagnosis method of planetary gearbox under variable speed condition using Vold-Kalman filter and Laplacian score. ICPHM 2018: 1-5 - [c2]Dandan Peng, Zhiliang Liu, Ronghui Li, Yongbo Li:
Improved Empirical AM and FM Demodulation for Mono-component Signals. ICPHM 2018: 1-6 - [c1]Zhuo Zhang, Huiping Li, Yongbo Li:
L2-L∞ output-feedback distributed control for multi-vehicle networks. ICPS 2018: 129-134
Coauthor Index
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