Wenliao Du

1.3k total citations · 1 hit paper
108 papers, 990 citations indexed

About

Wenliao Du is a scholar working on Control and Systems Engineering, Mechanical Engineering and Mechanics of Materials. According to data from OpenAlex, Wenliao Du has authored 108 papers receiving a total of 990 indexed citations (citations by other indexed papers that have themselves been cited), including 77 papers in Control and Systems Engineering, 46 papers in Mechanical Engineering and 38 papers in Mechanics of Materials. Recurrent topics in Wenliao Du's work include Machine Fault Diagnosis Techniques (61 papers), Fault Detection and Control Systems (30 papers) and Gear and Bearing Dynamics Analysis (30 papers). Wenliao Du is often cited by papers focused on Machine Fault Diagnosis Techniques (61 papers), Fault Detection and Control Systems (30 papers) and Gear and Bearing Dynamics Analysis (30 papers). Wenliao Du collaborates with scholars based in China, United States and United Kingdom. Wenliao Du's co-authors include Hongchao Wang, Xiaoyun Gong, Chengliang Liu, Guizhong Xie, Chuan Li, Liangwen Wang, Jianfeng Tao, Yanming Li, Feng Zhao and Quantian Luo and has published in prestigious journals such as SHILAP Revista de lepidopterología, Scientific Reports and IEEE Transactions on Industrial Electronics.

In The Last Decade

Wenliao Du

92 papers receiving 964 citations

Hit Papers

A gradient-enhanced physics-informed neural networks meth... 2024 2026 2024 25 50 75
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.

  1. A gradient-enhanced physics-informed neural networks method for the wave equation
    2024 78 citations Guizhong Xie, Beibei Fu et al. Engineering Analysis with Boundary Elements profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Wenliao Du China 16 564 353 305 165 105 108 990
Huaitao Shi China 21 759 1.3× 784 2.2× 333 1.1× 114 0.7× 103 1.0× 92 1.3k
Xuezhi Zhao China 16 442 0.8× 439 1.2× 239 0.8× 164 1.0× 109 1.0× 63 898
Yongfang Mao China 17 684 1.2× 387 1.1× 216 0.7× 138 0.8× 159 1.5× 49 998
Hanling Mao China 16 276 0.5× 328 0.9× 222 0.7× 161 1.0× 111 1.1× 73 698
Jing Yuan China 20 1.0k 1.8× 671 1.9× 384 1.3× 204 1.2× 166 1.6× 55 1.4k
Christian Gogu France 21 221 0.4× 274 0.8× 247 0.8× 301 1.8× 43 0.4× 59 1.1k
Feiyun Xu China 17 458 0.8× 377 1.1× 265 0.9× 297 1.8× 89 0.8× 69 911
Lizeth Torres Mexico 17 278 0.5× 199 0.6× 106 0.3× 290 1.8× 73 0.7× 83 963
Wanlu Jiang China 18 614 1.1× 468 1.3× 248 0.8× 83 0.5× 89 0.8× 68 877

Countries citing papers authored by Wenliao Du

Since Specialization
Citations

This map shows the geographic impact of Wenliao Du'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 Wenliao Du with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Wenliao Du more than expected).

Fields of papers citing papers by Wenliao Du

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Wenliao Du. 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 Wenliao Du. The network helps show where Wenliao Du may publish in the future.

Co-authorship network of co-authors of Wenliao Du

This figure shows the co-authorship network connecting the top 25 collaborators of Wenliao Du. A scholar is included among the top collaborators of Wenliao Du 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 Wenliao Du. Wenliao Du is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Zhao, Binbin, Xiaokai Mu, Hao Li, Wenliao Du, & Sun We. (2025). A novel intelligent assembly-adjustment method for aero-engine rotor system aimed at improving interface load-bearing performance. Journal of Manufacturing Systems. 80. 126–139. 2 indexed citations
2.
Du, Wenliao, et al.. (2025). Fault diagnosis of rotating machinery with high-dimensional imbalance samples based on wavelet random forest. Measurement. 248. 116936–116936. 13 indexed citations
3.
Du, Wenliao, et al.. (2025). A fault diagnosis method for key transmission components of rotating machinery based on SAM-1DCNN-BiLSTM temporal and spatial feature extraction. Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science. 239(14). 5810–5822.
4.
Gong, Xiaoyun, et al.. (2025). Self-supervised contrastive learning with time-frequency consistency for few-shot bearing fault diagnosis. Measurement Science and Technology. 36(6). 66204–66204. 1 indexed citations
5.
Du, Wenliao, et al.. (2025). Multiscale Dynamic Weight-Based Mixed Convolutional Neural Network for Fault Diagnosis of Rotating Machinery. IEEE Transactions on Instrumentation and Measurement. 74. 1–11. 1 indexed citations
6.
Gong, Xiaoyun, et al.. (2024). Dual-loss nonlinear independent component estimation for augmenting explainable vibration samples of rotating machinery faults. Neurocomputing. 610. 128508–128508. 6 indexed citations
7.
Xie, Guizhong, et al.. (2024). A gradient-enhanced physics-informed neural networks method for the wave equation. Engineering Analysis with Boundary Elements. 166. 105802–105802. 78 indexed citations breakdown →
8.
Gong, Xiaoyun, et al.. (2024). An imbalance multi-faults data transfer learning diagnosis method based on finite element simulation optimization model of rolling bearing. Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science. 238(17). 8924–8940. 5 indexed citations
9.
Xie, Guizhong, Hao Li, Yudong Zhong, et al.. (2023). A life prediction method of mechanical structures based on the phase field method and neural network. Applied Mathematical Modelling. 119. 782–802. 15 indexed citations
10.
Zhang, Xiaodong, Hongchao Wang, & Wenliao Du. (2023). Maximum capacity and state of health estimation based on equivalent circuit model for degraded battery. Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science. 238(11). 5304–5314. 1 indexed citations
11.
Gong, Xiaoyun, et al.. (2022). Multiple fault diagnosis for rolling bearings method employing CEEMD-GCN based on horizontal visibility graph. Measurement Science and Technology. 34(3). 35022–35022. 12 indexed citations
12.
Du, Wenliao, et al.. (2022). Fault Diagnosis of Rotating Machinery Based on 1D–2D Joint Convolution Neural Network. IEEE Transactions on Industrial Electronics. 70(5). 5277–5285. 45 indexed citations
13.
Wang, Hongchao & Wenliao Du. (2022). Multi-source information deep fusion for rolling bearing fault diagnosis based on deep residual convolution neural network. Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science. 236(13). 7576–7589. 6 indexed citations
14.
Zhang, Xiaodong, Hongchao Wang, & Wenliao Du. (2022). Weak fault feature extraction using adaptive chirp mode decomposition with sparsity index regrouping scheme and time-delayed feedback stochastic resonance. Journal of Vibration and Control. 29(15-16). 3606–3620. 2 indexed citations
15.
Wang, Hongchao & Wenliao Du. (2021). Early weak fault diagnosis of rolling element bearing based on resonance sparse decomposition and multi-objective information frequency band selection method. Journal of Vibration and Control. 28(19-20). 2762–2776. 7 indexed citations
16.
17.
Wang, Hongchao & Wenliao Du. (2020). A Sparse Underdetermined Blind Source Separation Method and Its Application in Fault Diagnosis of Rotating Machinery. Complexity. 2020. 1–17. 6 indexed citations
18.
Wang, Hongchao, Xiaoyun Gong, Liangwen Wang, et al.. (2020). A health management system for large vertical mill. International Journal of Distributed Sensor Networks. 16(3). 812443979–812443979. 1 indexed citations
19.
20.
Du, Wenliao, et al.. (2013). Fault Diagnosis of Plunger Pump in Truck Crane Based on Relevance Vector Machine with Particle Swarm Optimization Algorithm. SHILAP Revista de lepidopterología. 7 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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