Peng Ding

2.8k total citations · 3 hit papers
103 papers, 2.1k citations indexed

About

Peng Ding is a scholar working on Control and Systems Engineering, Mechanical Engineering and Computer Vision and Pattern Recognition. According to data from OpenAlex, Peng Ding has authored 103 papers receiving a total of 2.1k indexed citations (citations by other indexed papers that have themselves been cited), including 47 papers in Control and Systems Engineering, 29 papers in Mechanical Engineering and 18 papers in Computer Vision and Pattern Recognition. Recurrent topics in Peng Ding's work include Machine Fault Diagnosis Techniques (38 papers), Fault Detection and Control Systems (19 papers) and Gear and Bearing Dynamics Analysis (12 papers). Peng Ding is often cited by papers focused on Machine Fault Diagnosis Techniques (38 papers), Fault Detection and Control Systems (19 papers) and Gear and Bearing Dynamics Analysis (12 papers). Peng Ding collaborates with scholars based in China, United States and Canada. Peng Ding's co-authors include Minping Jia, Yifei Ding, Xiaoli Zhao, Yudong Cao, Jichao Zhuang, Zheng Liu, Jianyong Yao, Wenxiang Deng, Ping Jia and Weijian Deng and has published in prestigious journals such as Physical Review Letters, ACS Applied Materials & Interfaces and International Journal of Hydrogen Energy.

In The Last Decade

Peng Ding

94 papers receiving 2.0k citations

Hit Papers

Self-supervised pretraining via contrast learning for int... 2021 2026 2022 2024 2021 2022 2021 50 100 150
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. Self-supervised pretraining via contrast learning for intelligent incipient fault detection of bearings
    2021 183 citations Yifei Ding, Jichao Zhuang et al. Reliability Engineering & System Safety profile →
  2. Intelligent Fault Diagnosis of Gearbox Under Variable Working Conditions With Adaptive Intraclass and Interclass Convolutional Neural Network
    2022 167 citations Xiaoli Zhao, Jianyong Yao et al. profile →
  3. Transfer learning for remaining useful life prediction of multi-conditions bearings based on bidirectional-GRU network
    2021 153 citations Yudong Cao, Minping Jia 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
Peng Ding China 24 1.2k 696 407 304 264 103 2.1k
Yadong Xu China 27 1.3k 1.2× 744 1.1× 285 0.7× 486 1.6× 186 0.7× 67 2.0k
Guoqian Jiang China 21 1.7k 1.5× 815 1.2× 387 1.0× 442 1.5× 116 0.4× 63 2.4k
Xuyun Fu China 13 932 0.8× 534 0.8× 377 0.9× 288 0.9× 139 0.5× 35 1.6k
Xinwei Jiang China 18 1.6k 1.4× 936 1.3× 446 1.1× 549 1.8× 406 1.5× 53 2.8k
Zhijian Wang China 25 1.7k 1.5× 1.3k 1.8× 239 0.6× 544 1.8× 151 0.6× 108 2.6k
Baokun Han China 23 1.2k 1.0× 771 1.1× 286 0.7× 348 1.1× 85 0.3× 107 1.8k
Shuilong He China 28 2.3k 2.0× 1.3k 1.9× 641 1.6× 679 2.2× 135 0.5× 84 3.0k
Bin Liang China 18 1.4k 1.2× 593 0.9× 265 0.7× 244 0.8× 147 0.6× 84 2.1k

Countries citing papers authored by Peng Ding

Since Specialization
Citations

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

Fields of papers citing papers by Peng Ding

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Peng Ding

This figure shows the co-authorship network connecting the top 25 collaborators of Peng Ding. A scholar is included among the top collaborators of Peng Ding 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 Peng Ding. Peng Ding 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.
2.
Jiao, Daokuan, Xin Sun, Meng Sun, et al.. (2025). Experimental investigation of 120 kW proton exchange membrane fuel cell system for different cold start strategies. International Journal of Hydrogen Energy. 176. 151365–151365.
3.
Zhao, Xiaoli, et al.. (2025). A New Intelligent Recognition Method for Surface Electromyography in IoT Systems Using OmniXceptionDBN. IEEE Internet of Things Journal. 12(14). 28445–28453. 2 indexed citations
4.
Ding, Peng, Tong Li, Huaming Qian, Lin Ma, & Zhe Chen. (2025). A lightweight real-time object detection method for complex scenes based on YOLOv4. Journal of Real-Time Image Processing. 22(2).
5.
Ding, Yifei, Yudong Cao, Minping Jia, et al.. (2024). Deep temporal–spectral domain adaptation for bearing fault diagnosis. Knowledge-Based Systems. 299. 111999–111999. 11 indexed citations
6.
7.
Ding, Peng, et al.. (2024). Emotion Classification Based on Transformer and CNN for EEG Spatial–Temporal Feature Learning. Brain Sciences. 14(3). 268–268. 17 indexed citations
8.
9.
Zhang, Weijian, et al.. (2024). Algorithm for UAV path planning in high obstacle density environments: RFA-star. Frontiers in Plant Science. 15. 1391628–1391628. 9 indexed citations
10.
Cao, Yudong, Jichao Zhuang, Qiuhua Miao, et al.. (2024). Source-free domain adaptation for transferable remaining useful life prediction of machine considering source data absence. Reliability Engineering & System Safety. 246. 110079–110079. 10 indexed citations
11.
Wang, Dandan, et al.. (2024). Deep learning‐based detection of irreversible pulpitis in primary molars. International Journal of Paediatric Dentistry. 35(1). 57–67. 4 indexed citations
12.
Ding, Peng, et al.. (2023). The Effects of VR and TP Visual Cues on Motor Imagery Subjects and Performance. Electronics. 12(11). 2381–2381. 2 indexed citations
13.
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
14.
Ding, Peng, Xiaoli Zhao, Haidong Shao, & Minping Jia. (2023). Machinery cross domain degradation prognostics considering compound domain shifts. Reliability Engineering & System Safety. 239. 109490–109490. 24 indexed citations
15.
Cao, Yudong, Minping Jia, Yifei Ding, et al.. (2023). Complex domain extension network with multi-channels information fusion for remaining useful life prediction of rotating machinery. Mechanical Systems and Signal Processing. 192. 110190–110190. 32 indexed citations
16.
Ding, Peng, et al.. (2023). L-YOLOv4: lightweight YOLOv4 based on modified RFB-s and depthwise separable convolution for multi-target detection in complex scenes. Journal of Real-Time Image Processing. 20(4). 17 indexed citations
17.
Ding, Peng, et al.. (2023). Real-time efficient semantic segmentation network based on improved ASPP and parallel fusion module in complex scenes. Journal of Real-Time Image Processing. 20(3). 7 indexed citations
18.
Shi, Qi, Anmin Gong, Peng Ding, Fan Wang, & Yunfa Fu. (2023). Neural Mechanisms of Visual–Spatial Judgment Behavior under Visual and Auditory Constraints: Evidence from an Electroencephalograph during Handgun Shooting. Brain Sciences. 13(12). 1702–1702. 1 indexed citations
19.
Tang, Lina, et al.. (2022). Establishment of Architectural Heritage Evaluation Indicator System Based on Cluster Analysis in the Era of Big Data. Wireless Communications and Mobile Computing. 2022(1). 2 indexed citations
20.
Zhao, Xiaoli, et al.. (2020). A New Intelligent Weak Fault Recognition Framework for Rotating Machinery. The International Journal of Acoustics and Vibration. 25(3). 461–479. 1 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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