Guolin He

3.5k total citations · 2 hit papers
47 papers, 2.8k citations indexed

About

Guolin He is a scholar working on Mechanical Engineering, Control and Systems Engineering and Electrical and Electronic Engineering. According to data from OpenAlex, Guolin He has authored 47 papers receiving a total of 2.8k indexed citations (citations by other indexed papers that have themselves been cited), including 35 papers in Mechanical Engineering, 34 papers in Control and Systems Engineering and 9 papers in Electrical and Electronic Engineering. Recurrent topics in Guolin He's work include Machine Fault Diagnosis Techniques (30 papers), Gear and Bearing Dynamics Analysis (28 papers) and Advanced machining processes and optimization (11 papers). Guolin He is often cited by papers focused on Machine Fault Diagnosis Techniques (30 papers), Gear and Bearing Dynamics Analysis (28 papers) and Advanced machining processes and optimization (11 papers). Guolin He collaborates with scholars based in China, Belgium and Sweden. Guolin He's co-authors include Weihua Li, Kang Ding, Zhuyun Chen, Jipu Li, Ruyi Huang, Yixiao Liao, Konstantinos Gryllias, Huibin Lin, Ruqiang Yan and Yongzhuo Li and has published in prestigious journals such as IEEE Transactions on Industrial Electronics, IEEE Transactions on Power Electronics and IEEE Access.

In The Last Decade

Guolin He

44 papers receiving 2.7k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

A perspective survey on deep transfer learning for fault diagnosis in industrial scenarios: Theories, applications and challenges

2021 605 citations Weihua Li, Ruyi Huang et al. Mechanical Systems and Signal Processing profile →
Domain Adversarial Transfer Network for Cross-Domain Fault Diagnosis of Rotary Machinery

2020 236 citations Zhuyun Chen, Guolin He et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Guolin He China	29	2.1k	1.5k	597	457	288	47	2.8k
Shuilong He China	28	2.3k 1.1×	1.3k 0.9×	679 1.1×	641 1.4×	262 0.9×	84	3.0k
Yuanhang Chen China	12	2.5k 1.2×	1.9k 1.2×	990 1.7×	349 0.8×	265 0.9×	15	3.2k
Kun Yu China	25	1.6k 0.7×	1.1k 0.7×	546 0.9×	290 0.6×	243 0.8×	83	2.4k
Zong Meng China	28	2.0k 0.9×	1.3k 0.9×	708 1.2×	283 0.6×	224 0.8×	120	2.6k
Jinyang Jiao China	23	1.8k 0.8×	1.0k 0.7×	498 0.8×	415 0.9×	219 0.8×	46	2.1k
Jipu Li China	20	1.9k 0.9×	1.0k 0.7×	574 1.0×	634 1.4×	174 0.6×	53	2.4k
Zitong Zhou China	29	1.8k 0.8×	1.1k 0.7×	505 0.8×	501 1.1×	141 0.5×	74	2.4k
Yuyan Zhang China	12	1.7k 0.8×	946 0.6×	559 0.9×	356 0.8×	151 0.5×	30	2.3k
Gaoliang Peng China	20	2.3k 1.1×	1.7k 1.1×	920 1.5×	352 0.8×	413 1.4×	72	3.3k
Konstantinos Gryllias Belgium	29	3.1k 1.5×	2.0k 1.3×	1.0k 1.7×	658 1.4×	510 1.8×	136	4.1k

Countries citing papers authored by Guolin He

Since Specialization

Citations

This map shows the geographic impact of Guolin He's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Guolin He with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Guolin He more than expected).

Fields of papers citing papers by Guolin He

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Guolin He. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Guolin He. The network helps show where Guolin He may publish in the future.

Co-authorship network of co-authors of Guolin He

This figure shows the co-authorship network connecting the top 25 collaborators of Guolin He. A scholar is included among the top collaborators of Guolin He based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Guolin He. Guolin He is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Lin, Huibin, Qi Yu, & Guolin He. (2025). Vibration analysis and fault diagnosis of thin-walled bearing in harmonic reducer under periodic loading. Journal of Sound and Vibration. 614. 119174–119174. 1 indexed citations

Jiang, Xiaofeng, et al.. (2025). Lifetime Prediction of High-Current IGBT Modules Considering Bond Wire Degradation Under Nonconstant Stress. IEEE Journal of Emerging and Selected Topics in Power Electronics. 14(1). 294–308.

Yang, Xiaoqing, et al.. (2025). Superiority of Fault-Caused-Speed-Fluctuation-Based Dynamics Modeling: An Example on Planetary Gearbox with Cracked Sun Gear. Machines. 13(6). 500–500.

Xia, Jingyan, Zhuyun Chen, Jiaxian Chen, et al.. (2024). A digital twin-driven approach for partial domain fault diagnosis of rotating machinery. Engineering Applications of Artificial Intelligence. 131. 107848–107848. 40 indexed citations

Li, Weihua, et al.. (2024). Mechanism-Informed Neural Network: An Interpretable Method for Gearbox Impulsive Fault Feature Extraction. IEEE Internet of Things Journal. 12(7). 8992–9003. 1 indexed citations

Lin, Huibin, et al.. (2024). Matching Pursuit Network: An Interpretable Sparse Time-Frequency Representation Method Toward Mechanical Fault Diagnosis. IEEE Transactions on Neural Networks and Learning Systems. 36(7). 12377–12388. 27 indexed citations

Chen, Jiaxian, et al.. (2024). Adversarial-Based Super Feature Reconstruction Meta-Transfer Network for Weak Feature Enhancement and Fault Diagnosis of Harmonic Drive. IEEE/ASME Transactions on Mechatronics. 30(6). 7220–7229. 4 indexed citations

Jiang, Fei, Kang Ding, Shaohui Zhang, Zhaoqian Wu, & Guolin He. (2023). Vibration response mechanism of fixed-shaft gear train with cracks based on rigid-flexible coupling dynamics and signal convolution model. Mechanical Systems and Signal Processing. 198. 110417–110417. 19 indexed citations

Chen, Zhuyun, Qin Wu, Guolin He, et al.. (2023). Explainable Deep Ensemble Model for Bearing Fault Diagnosis Under Variable Conditions. IEEE Sensors Journal. 23(15). 17737–17750. 33 indexed citations

10.

Li, Jipu, Ruyi Huang, Zhuyun Chen, et al.. (2023). Deep continual transfer learning with dynamic weight aggregation for fault diagnosis of industrial streaming data under varying working conditions. Advanced Engineering Informatics. 55. 101883–101883. 64 indexed citations

11.

Xia, Jingyan, Ruyi Huang, Zhuyun Chen, Guolin He, & Weihua Li. (2023). A novel digital twin-driven approach based on physical-virtual data fusion for gearbox fault diagnosis. Reliability Engineering & System Safety. 240. 109542–109542. 79 indexed citations

12.

Liu, Zhongze, et al.. (2022). A Novel Impact Feature Extraction Method Based on EMD and Sparse Decomposition for Gear Local Fault Diagnosis. Machines. 10(4). 242–242. 31 indexed citations

13.

Yang, Xiaoqing, et al.. (2022). Improved vibration AM-FM sideband phenomenon models of planetary gear set with distributed faults and fault-induced speed fluctuation. Mechanism and Machine Theory. 179. 105093–105093. 12 indexed citations

14.

Wu, Zhaoqian, et al.. (2021). Transfer Mechanism Analysis of Injected Voltage Harmonic and its Effect on Current Harmonic Regulation in FOC PMSM. IEEE Transactions on Power Electronics. 37(1). 820–829. 45 indexed citations

15.

Jiang, Fei, Kang Ding, Guolin He, Yalin Sun, & Lihui Wang. (2021). Vibration fault features of planetary gear train with cracks under time-varying flexible transfer functions. Mechanism and Machine Theory. 158. 104237–104237. 51 indexed citations

16.

Ding, Kang, et al.. (2021). Resonance modulation vibration mechanism of equally-spaced planetary gearbox with a localized fault on sun gear. Mechanical Systems and Signal Processing. 166. 108450–108450. 31 indexed citations

17.

Li, Jipu, Ruyi Huang, Guolin He, et al.. (2020). A Two-Stage Transfer Adversarial Network for Intelligent Fault Diagnosis of Rotating Machinery With Multiple New Faults. IEEE/ASME Transactions on Mechatronics. 26(3). 1591–1601. 175 indexed citations

18.

Lin, Huibin, et al.. (2020). Rolling bearing fault diagnosis using impulse feature enhancement and nonconvex regularization. Mechanical Systems and Signal Processing. 142. 106790–106790. 48 indexed citations

19.

Li, Jipu, Ruyi Huang, Guolin He, et al.. (2020). A Deep Adversarial Transfer Learning Network for Machinery Emerging Fault Detection. IEEE Sensors Journal. 20(15). 8413–8422. 105 indexed citations

20.

Li, Yongzhuo, Kang Ding, Guolin He, & Huibin Lin. (2016). Vibration mechanisms of spur gear pair in healthy and fault states. Mechanical Systems and Signal Processing. 81. 183–201. 65 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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