Haidong Shao

3.7k total citations · 13 hit papers
76 papers, 2.7k citations indexed

About

Haidong Shao is a scholar working on Control and Systems Engineering, Mechanical Engineering and Mechanics of Materials. According to data from OpenAlex, Haidong Shao has authored 76 papers receiving a total of 2.7k indexed citations (citations by other indexed papers that have themselves been cited), including 67 papers in Control and Systems Engineering, 33 papers in Mechanical Engineering and 18 papers in Mechanics of Materials. Recurrent topics in Haidong Shao's work include Machine Fault Diagnosis Techniques (53 papers), Fault Detection and Control Systems (31 papers) and Gear and Bearing Dynamics Analysis (21 papers). Haidong Shao is often cited by papers focused on Machine Fault Diagnosis Techniques (53 papers), Fault Detection and Control Systems (31 papers) and Gear and Bearing Dynamics Analysis (21 papers). Haidong Shao collaborates with scholars based in China, United Kingdom and Canada. Haidong Shao's co-authors include Baoping Cai, Bin Liu, Yiming Xiao, Jiafu Wan, Song-Yu Han, Xingkai Yang, Xin Li, Shen Yan, Zhiqiang Huo and Wei Li and has published in prestigious journals such as Expert Systems with Applications, Sensors and IEEE Transactions on Industrial Informatics.

In The Last Decade

Haidong Shao

67 papers receiving 2.6k citations

Hit Papers

Novel Joint Transfer Network for Unsupervised Bearing Fau... 2022 2026 2023 2024 2022 2022 2023 2022 2023 50 100 150 200 250
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. Novel Joint Transfer Network for Unsupervised Bearing Fault Diagnosis From Simulation Domain to Experimental Domain
    2022 259 citations Yiming Xiao, Haidong Shao et al. IEEE/ASME Transactions on Mechatronics profile →
  2. Multi-mode data augmentation and fault diagnosis of rotating machinery using modified ACGAN designed with new framework
    2022 252 citations Xiang Zhong, Haidong Shao et al. Advanced Engineering Informatics profile →
  3. Dual-Threshold Attention-Guided GAN and Limited Infrared Thermal Images for Rotating Machinery Fault Diagnosis Under Speed Fluctuation
    2023 195 citations Haidong Shao, Wei Li et al. IEEE Transactions on Industrial Informatics profile →
  4. Highly Efficient Fault Diagnosis of Rotating Machinery Under Time-Varying Speeds Using LSISMM and Small Infrared Thermal Images
    2022 175 citations Xin Li, Haidong Shao et al. IEEE Transactions on Systems Man and Cybernetics Systems profile →
  5. Multi-scale integrated deep self-attention network for predicting remaining useful life of aero-engine
    2023 148 citations Haidong Shao et al. profile →
  6. Data Augmentation and Intelligent Fault Diagnosis of Planetary Gearbox Using ILoFGAN Under Extremely Limited Samples
    2022 146 citations Haidong Shao, Wei Li et al. profile →
  7. Convformer-NSE: A Novel End-to-End Gearbox Fault Diagnosis Framework Under Heavy Noise Using Joint Global and Local Information
    2022 133 citations Song-Yu Han, Haidong Shao et al. IEEE/ASME Transactions on Mechatronics profile →
  8. Few-Shot Cross-Domain Fault Diagnosis of Bearing Driven by Task-Supervised ANIL
    2024 122 citations Haidong Shao, Bin Liu et al. profile →
  9. Unlocking the power of industrial artificial intelligence towards Industry 5.0: Insights, pathways, and challenges
    2024 82 citations Haidong Shao, Jiafu Wan et al. profile →
  10. Class-Aware Adversarial Multiwavelet Convolutional Neural Network for Cross-Domain Fault Diagnosis
    2023 72 citations Ke Zhao, Zhenbao Liu et al. IEEE Transactions on Industrial Informatics profile →
  11. Domain generalization for rotating machinery fault diagnosis: A survey
    2024 68 citations Yiming Xiao, Haidong Shao et al. Advanced Engineering Informatics profile →
  12. PSparseFormer: Enhancing Fault Feature Extraction Based on Parallel Sparse Self-Attention and Multiscale Broadcast Feedforward Block
    2024 60 citations Haidong Shao, Bin Liu et al. profile →
  13. Few-Shot Class-Incremental Learning for System-Level Fault Diagnosis of Wind Turbine
    2024 43 citations Shen Yan, Haidong Shao et al. IEEE/ASME Transactions on Mechatronics profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Haidong Shao China 26 2.1k 1.1k 615 578 240 76 2.7k
Jipu Li China 20 1.9k 0.9× 1.0k 1.0× 574 0.9× 634 1.1× 171 0.7× 53 2.4k
Ruyi Huang China 26 2.3k 1.1× 1.3k 1.2× 750 1.2× 737 1.3× 259 1.1× 70 3.2k
Yuyan Zhang China 12 1.7k 0.8× 946 0.9× 559 0.9× 356 0.6× 290 1.2× 30 2.3k
Wentao Mao China 25 1.9k 0.9× 1.1k 1.1× 521 0.8× 864 1.5× 201 0.8× 117 3.0k
Yifei Ding China 22 1.6k 0.8× 928 0.9× 461 0.7× 748 1.3× 152 0.6× 41 2.6k
Mariela Cerrada Ecuador 26 2.6k 1.3× 1.7k 1.6× 920 1.5× 531 0.9× 339 1.4× 116 3.6k
Liang Chen China 21 1.5k 0.7× 788 0.7× 437 0.7× 426 0.7× 115 0.5× 130 2.3k
Diego Cabrera Ecuador 27 2.7k 1.3× 1.8k 1.7× 941 1.5× 497 0.9× 329 1.4× 97 3.6k
Siyu Shao China 15 2.7k 1.3× 1.5k 1.4× 861 1.4× 611 1.1× 374 1.6× 27 3.6k
Yadong Xu China 27 1.3k 0.7× 744 0.7× 486 0.8× 285 0.5× 144 0.6× 67 2.0k

Countries citing papers authored by Haidong Shao

Since Specialization
Citations

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

Fields of papers citing papers by Haidong Shao

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Haidong Shao

This figure shows the co-authorship network connecting the top 25 collaborators of Haidong Shao. A scholar is included among the top collaborators of Haidong Shao 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 Haidong Shao. Haidong Shao 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.
Wan, Jiafu, et al.. (2025). Domain-Knowledge-Driven Intelligent Attribute Definition for Zero-Shot Fault Diagnosis of Bearings. IEEE Transactions on Industrial Informatics. 21(7). 5286–5296.
2.
Liu, Zhengwu, Xiang Zhong, Haidong Shao, & Bin Liu. (2025). Graph structure learning guided multi-source-free domain adaptation for mechanical fault diagnosis. Advanced Engineering Informatics. 68. 103769–103769.
3.
Cheng, Junsheng, et al.. (2025). Complete ensemble all time-scale decomposition method and its application in face gear fault diagnosis. Applied Acoustics. 242. 111066–111066.
4.
Yang, Chao, Baoping Cai, Xiangdi Kong, et al.. (2025). Fast and stable fault diagnosis method for composite fault of subsea production system. Mechanical Systems and Signal Processing. 226. 112373–112373. 7 indexed citations
5.
Xiao, Yiming, Haidong Shao, Shen Yan, et al.. (2024). Domain generalization for rotating machinery fault diagnosis: A survey. Advanced Engineering Informatics. 64. 103063–103063. 68 indexed citations breakdown →
6.
7.
Yang, Chao, Baoping Cai, Yiliu Liu, et al.. (2024). Intelligent full-stage stable fault diagnosis method for subsea production system. Ocean Engineering. 312. 119309–119309. 10 indexed citations
8.
Xiao, Yiming, Haidong Shao, Jie Wang, Baoping Cai, & Bin Liu. (2024). Domain-augmented meta ensemble learning for mechanical fault diagnosis from heterogeneous source domains to unseen target domains. Expert Systems with Applications. 259. 125345–125345. 14 indexed citations
9.
Zhao, Xiaoli, et al.. (2023). Adaptive Multiscale Convolution Manifold Embedding Networks for Intelligent Fault Diagnosis of Servo Motor-Cylindrical Rolling Bearing Under Variable Working Conditions. IEEE/ASME Transactions on Mechatronics. 29(3). 2230–2240. 59 indexed citations
10.
Yang, Chao, Baoping Cai, Rui Zhang, et al.. (2023). Cross-validation enhanced digital twin driven fault diagnosis methodology for minor faults of subsea production control system. Mechanical Systems and Signal Processing. 204. 110813–110813. 61 indexed citations
11.
Shao, Haidong, Wei Li, Baoping Cai, et al.. (2023). Dual-Threshold Attention-Guided GAN and Limited Infrared Thermal Images for Rotating Machinery Fault Diagnosis Under Speed Fluctuation. IEEE Transactions on Industrial Informatics. 19(9). 9933–9942. 195 indexed citations breakdown →
12.
Zhao, Xiaoli, Xingjun Zhu, Jianyong Yao, et al.. (2023). Intelligent Health Assessment of Aviation Bearing Based on Deep Transfer Graph Convolutional Networks under Large Speed Fluctuations. Sensors. 23(9). 4379–4379. 6 indexed citations
13.
Zhao, Ke, Zhenbao Liu, Bo Zhao, & Haidong Shao. (2023). Class-Aware Adversarial Multiwavelet Convolutional Neural Network for Cross-Domain Fault Diagnosis. IEEE Transactions on Industrial Informatics. 20(3). 4492–4503. 72 indexed citations breakdown →
14.
15.
Ding, Xiaoxi, et al.. (2023). Decision Self-Regulating Network for Imbalanced Working Conditions Identification in the Application of Gearbox Intelligent Fault Diagnosis. IEEE Transactions on Instrumentation and Measurement. 72. 1–11. 2 indexed citations
16.
Cheng, Jian, et al.. (2023). Empirical mixed Ramanujan Fourier decomposition and its application to early fault diagnosis of planetary gears. Journal of Vibration and Control. 30(17-18). 3934–3946. 1 indexed citations
17.
Shao, Haidong, et al.. (2022). Clustering-Guided Novel Unsupervised Domain Adversarial Network for Partial Transfer Fault Diagnosis of Rotating Machinery. IEEE Sensors Journal. 22(14). 14387–14396. 34 indexed citations
18.
Li, Xin, Haidong Shao, Siliang Lu, Jiawei Xiang, & Baoping Cai. (2022). Highly Efficient Fault Diagnosis of Rotating Machinery Under Time-Varying Speeds Using LSISMM and Small Infrared Thermal Images. IEEE Transactions on Systems Man and Cybernetics Systems. 52(12). 7328–7340. 175 indexed citations breakdown →
19.
Han, Song-Yu, Haidong Shao, Junsheng Cheng, Xingkai Yang, & Baoping Cai. (2022). Convformer-NSE: A Novel End-to-End Gearbox Fault Diagnosis Framework Under Heavy Noise Using Joint Global and Local Information. IEEE/ASME Transactions on Mechatronics. 28(1). 340–349. 133 indexed citations breakdown →
20.
Li, Xin, Jian Cheng, Haidong Shao, Kan Liu, & Baoping Cai. (2021). A Fusion CWSMM-Based Framework for Rotating Machinery Fault Diagnosis Under Strong Interference and Imbalanced Case. IEEE Transactions on Industrial Informatics. 18(8). 5180–5189. 109 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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