Deqiang He

3.9k total citations · 8 hit papers
190 papers, 2.6k citations indexed

About

Deqiang He is a scholar working on Mechanical Engineering, Control and Systems Engineering and Electrical and Electronic Engineering. According to data from OpenAlex, Deqiang He has authored 190 papers receiving a total of 2.6k indexed citations (citations by other indexed papers that have themselves been cited), including 86 papers in Mechanical Engineering, 61 papers in Control and Systems Engineering and 32 papers in Electrical and Electronic Engineering. Recurrent topics in Deqiang He's work include Machine Fault Diagnosis Techniques (51 papers), Gear and Bearing Dynamics Analysis (35 papers) and Railway Engineering and Dynamics (23 papers). Deqiang He is often cited by papers focused on Machine Fault Diagnosis Techniques (51 papers), Gear and Bearing Dynamics Analysis (35 papers) and Railway Engineering and Dynamics (23 papers). Deqiang He collaborates with scholars based in China, Canada and Australia. Deqiang He's co-authors include Zhenzhen Jin, Yanjun Chen, Zexian Wei, Sheng Shan, Jian Miao, Yanjun Chen, Zhenpeng Lao, Rui Ma, Bin Liu and Jinxin Wu and has published in prestigious journals such as Journal of Cleaner Production, Chemical Engineering Journal and IEEE Transactions on Industrial Electronics.

In The Last Decade

Deqiang He

168 papers receiving 2.5k citations

Hit Papers

Intelligent fault diagnosis of train axle box bearing bas... 2022 2026 2023 2024 2022 2024 2024 2024 2025 50 100 150 200
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. Intelligent fault diagnosis of train axle box bearing based on parameter optimization VMD and improved DBN
    2022 210 citations Zhenzhen Jin, Deqiang He et al. profile →
  2. RTSMFFDE-HKRR: A fault diagnosis method for train bearing in noise environment
    2024 79 citations Deqiang He, Zhenzhen Jin et al. Measurement profile →
  3. A lightweight improved YOLOv5s model and its deployment for detecting pitaya fruits in daytime and nighttime light-supplement environments
    2024 77 citations Hongwei Li, Deqiang He et al. Computers and Electronics in Agriculture profile →
  4. Temporal multi-resolution hypergraph attention network for remaining useful life prediction of rolling bearings
    2024 66 citations Deqiang He, Jian Miao et al. profile →
  5. Prediction of bearing remaining useful life based on a two-stage updated digital twin
    2025 50 citations Deqiang He, Zhenzhen Jin et al. Advanced Engineering Informatics profile →
  6. AGFCN:A bearing fault diagnosis method for high-speed train bogie under complex working conditions
    2025 35 citations Deqiang He, Zhenzhen Jin et al. profile →
  7. A zero-shot model for diagnosing unknown composite faults in train bearings based on label feature vector generated fault features
    2025 29 citations Deqiang He, Zhenzhen Jin et al. Applied Acoustics profile →
  8. DCAGGCN: A novel method for remaining useful life prediction of bearings
    2025 22 citations Deqiang He, Zhenzhen Jin et al. profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Deqiang He China 28 1.1k 986 379 366 320 190 2.6k
Antoine Tahan Canada 26 812 0.7× 1.2k 1.2× 523 1.4× 432 1.2× 534 1.7× 177 2.4k
Xu Li China 19 1.3k 1.1× 1.4k 1.4× 309 0.8× 593 1.6× 139 0.4× 93 2.6k
Satish Kumar India 26 499 0.4× 933 0.9× 908 2.4× 237 0.6× 273 0.9× 122 3.7k
H. Metin Ertunç Türkiye 26 703 0.6× 1.4k 1.4× 446 1.2× 187 0.5× 232 0.7× 79 2.6k
Achmad Widodo Indonesia 20 2.2k 2.0× 1.2k 1.2× 556 1.5× 676 1.8× 233 0.7× 106 3.4k
Anil Kumar China 32 2.1k 1.9× 1.6k 1.6× 335 0.9× 697 1.9× 190 0.6× 118 3.1k
Govind Vashishtha India 26 976 0.9× 772 0.8× 259 0.7× 305 0.8× 117 0.4× 83 1.7k
Farrokh Sassani Canada 29 709 0.6× 982 1.0× 321 0.8× 272 0.7× 528 1.6× 96 2.3k
Kamal Medjaher France 32 2.7k 2.5× 1.5k 1.5× 504 1.3× 654 1.8× 413 1.3× 123 4.1k
Hongtian Chen China 30 2.4k 2.2× 936 0.9× 548 1.4× 244 0.7× 340 1.1× 178 3.5k

Countries citing papers authored by Deqiang He

Since Specialization
Citations

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

Fields of papers citing papers by Deqiang He

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Deqiang He

This figure shows the co-authorship network connecting the top 25 collaborators of Deqiang He. A scholar is included among the top collaborators of Deqiang 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 Deqiang He. Deqiang He 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.
He, Deqiang, et al.. (2025). A zero-shot model for diagnosing unknown composite faults in train bearings based on label feature vector generated fault features. Applied Acoustics. 232. 110563–110563. 29 indexed citations breakdown →
2.
3.
Li, Hongwei, Jiqing Chen, Junduan Huang, et al.. (2025). Optimizing edge-enabled system for detecting green passion fruits in complex natural orchards using lightweight deep learning model. Computers and Electronics in Agriculture. 234. 110269–110269. 2 indexed citations
4.
He, Deqiang, et al.. (2025). Real-time traffic enhancement scheduling for train communication networks based on TSN. Journal of Traffic and Transportation Engineering (English Edition). 12(1). 34–51.
5.
He, Deqiang, et al.. (2024). Welding defect detection based on phased array images and two-stage segmentation strategy. Advanced Engineering Informatics. 62. 102879–102879. 7 indexed citations
6.
7.
Li, Zhi, et al.. (2024). A fully automatic bearing fault diagnosis method based on an improved polar coordinate image texture. Mechanical Systems and Signal Processing. 224. 112036–112036. 1 indexed citations
8.
9.
Chen, Yanjun, et al.. (2024). 3D electric field coupling with Cu foam hydrogel: Achieving efficient and high-speed solar interfacial evaporation. Chemical Engineering Journal. 502. 157965–157965. 5 indexed citations
10.
He, Deqiang, et al.. (2024). Simultaneous detection of fruits and fruiting stems in mango using improved YOLOv8 model deployed by edge device. Computers and Electronics in Agriculture. 227. 109512–109512. 16 indexed citations
11.
He, Deqiang, et al.. (2024). Surface defect detection of stay cable sheath based on autoencoder and auxiliary anomaly location. Advanced Engineering Informatics. 62. 102759–102759. 9 indexed citations
12.
Li, Shuang-Fei, et al.. (2024). Experimental study of electric field and nanoparticles enhancing the thermal performance of paraffin thermal energy storage. Applied Thermal Engineering. 261. 125087–125087. 5 indexed citations
13.
He, Deqiang, et al.. (2024). The parameter identification of metro rail corrugation based on effective signal extraction and inertial reference method. Engineering Failure Analysis. 158. 108043–108043. 12 indexed citations
14.
Li, C., et al.. (2024). Experimental study of electric field combined nanofluid to enhance vapor generation in the solar steam generator. Renewable Energy. 237. 121819–121819. 3 indexed citations
15.
He, Deqiang, et al.. (2023). Remaining useful life prediction for train bearing based on an ILSTM network with adaptive hyperparameter optimization. Transportation Safety and Environment. 6(2). 3 indexed citations
16.
He, Deqiang, et al.. (2023). Research on flow scheduling of train communication based on time-sensitive network. Simulation Modelling Practice and Theory. 130. 102859–102859. 5 indexed citations
17.
He, Deqiang, et al.. (2023). Welding quality detection of metro train body based on ABC mask R-CNN. Measurement. 216. 112969–112969. 18 indexed citations
18.
Lao, Zhenpeng, et al.. (2023). Few-shot fault diagnosis of turnout switch machine based on semi-supervised weighted prototypical network. Knowledge-Based Systems. 274. 110634–110634. 58 indexed citations
19.
He, Deqiang, et al.. (2023). Personalized fault diagnosis of rolling bearings in trains based on digital twin. Measurement Science and Technology. 34(12). 125131–125131. 6 indexed citations
20.
Sun, Zheng, et al.. (2023). A bi-objective optimization model of metro trains considering energy conservation and passenger waiting time. Journal of Cleaner Production. 437. 140427–140427. 5 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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