Baoping Cai

10.9k total citations · 10 hit papers
235 papers, 8.5k citations indexed

About

Baoping Cai is a scholar working on Statistics, Probability and Uncertainty, Control and Systems Engineering and Mechanical Engineering. According to data from OpenAlex, Baoping Cai has authored 235 papers receiving a total of 8.5k indexed citations (citations by other indexed papers that have themselves been cited), including 88 papers in Statistics, Probability and Uncertainty, 73 papers in Control and Systems Engineering and 72 papers in Mechanical Engineering. Recurrent topics in Baoping Cai's work include Risk and Safety Analysis (88 papers), Fault Detection and Control Systems (40 papers) and Engineering Diagnostics and Reliability (36 papers). Baoping Cai is often cited by papers focused on Risk and Safety Analysis (88 papers), Fault Detection and Control Systems (40 papers) and Engineering Diagnostics and Reliability (36 papers). Baoping Cai collaborates with scholars based in China, Norway and United Kingdom. Baoping Cai's co-authors include Liu Y, Min Xie, Zengkai Liu, Renjie Ji, Haidong Shao, Yanzhen Zhang, Xiangdi Kong, Bin Liu, Lei Huang and Haidong Shao and has published in prestigious journals such as PLoS ONE, Langmuir and Applied Catalysis B: Environmental.

In The Last Decade

Baoping Cai

224 papers receiving 8.3k citations

Hit Papers

A Data-Driven Fault Diagn... 2016 2026 2019 2022 2016 2017 2022 2023 2023 100 200 300
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 Data-Driven Fault Diagnosis Methodology in Three-Phase Inverters for PMSM Drive Systems
    2016 376 citations Baoping Cai, Min Xie et al. profile →
  2. Bayesian Networks in Fault Diagnosis
    2017 337 citations Baoping Cai, Min Xie et al. profile →
  3. Multi-mode data augmentation and fault diagnosis of rotating machinery using modified ACGAN designed with new framework
    2022 252 citations Haidong Shao, Baoping Cai et al. Advanced Engineering Informatics profile →
  4. Dual-Threshold Attention-Guided GAN and Limited Infrared Thermal Images for Rotating Machinery Fault Diagnosis Under Speed Fluctuation
    2023 195 citations Haidong Shao, Baoping Cai et al. profile →
  5. Collaborative fault diagnosis of rotating machinery via dual adversarial guided unsupervised multi-domain adaptation network
    2023 186 citations Haidong Shao, Yiming Xiao et al. Mechanical Systems and Signal Processing profile →
  6. Highly Efficient Fault Diagnosis of Rotating Machinery Under Time-Varying Speeds Using LSISMM and Small Infrared Thermal Images
    2022 175 citations Haidong Shao, Baoping Cai et al. profile →
  7. Generalized MAML for few-shot cross-domain fault diagnosis of bearing driven by heterogeneous signals
    2023 166 citations Haidong Shao, Baoping Cai et al. Expert Systems with Applications profile →
  8. FGDAE: A new machinery anomaly detection method towards complex operating conditions
    2023 139 citations Haidong Shao, Baoping Cai et al. Reliability Engineering & System Safety profile →
  9. Convformer-NSE: A Novel End-to-End Gearbox Fault Diagnosis Framework Under Heavy Noise Using Joint Global and Local Information
    2022 133 citations Haidong Shao, Baoping Cai et al. profile →
  10. Digital twin-driven fault diagnosis method for composite faults by combining virtual and real data
    2023 107 citations Chao Yang, Baoping Cai et al. Journal of Industrial Information Integration profile →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author Last Decade Papers Cites
Baoping Cai 3.4k 2.8k 2.3k 1.7k 1.3k 235 8.5k
Laibin Zhang 1.6k 0.5× 2.0k 0.7× 1.2k 0.5× 591 0.4× 953 0.7× 275 6.2k
Xinping Yan 1.5k 0.4× 2.9k 1.0× 1.6k 0.7× 693 0.4× 1.1k 0.8× 435 10.6k
Yong Qin 2.5k 0.7× 1.9k 0.7× 441 0.2× 701 0.4× 740 0.6× 495 6.9k
Kai Goebel 6.1k 1.8× 1.8k 0.6× 1.2k 0.5× 3.1k 1.9× 1.3k 1.0× 339 11.6k
Byeng D. Youn 2.4k 0.7× 2.4k 0.9× 3.8k 1.6× 1.7k 1.0× 1.8k 1.3× 296 10.2k
Hong‐Zhong Huang 1.5k 0.5× 2.0k 0.7× 3.1k 1.4× 410 0.2× 2.0k 1.5× 348 7.8k
Xinyu Shao 2.1k 0.6× 4.0k 1.5× 909 0.4× 673 0.4× 1.3k 1.0× 258 10.0k
Dong Wang 8.0k 2.4× 5.8k 2.1× 367 0.2× 3.2k 1.9× 2.9k 2.1× 687 15.4k
Guoming Chen 435 0.1× 2.2k 0.8× 1.7k 0.7× 935 0.6× 1.3k 1.0× 293 6.0k
Jianbo Yu 3.7k 1.1× 3.0k 1.1× 529 0.2× 1.2k 0.7× 999 0.7× 316 7.9k

Countries citing papers authored by Baoping Cai

Since Specialization
Citations

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

Fields of papers citing papers by Baoping Cai

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Baoping Cai

This figure shows the co-authorship network connecting the top 25 collaborators of Baoping Cai. A scholar is included among the top collaborators of Baoping Cai 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 Baoping Cai. Baoping Cai 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.
Li, Jianguo, Yonghong Liu, Xinlei Wu, Xiangdi Kong, & Baoping Cai. (2025). Fault diagnosis in open circuit of inverters on electrical discharge milling machines using adaptive Gaussian wavelet convolutional network. Measurement. 248. 116856–116856. 4 indexed citations
2.
Gan, Li, Hongzhou Lu, Hao Wang, et al.. (2025). A visualization method for cross-scale online monitoring of grinding state based on data-mechanism hybrid-driven digital twin system. Mechanical Systems and Signal Processing. 225. 112293–112293. 5 indexed citations
3.
Liu, Pengcheng, et al.. (2025). Laser etching enhanced SiO2 deposition to fabricate superhydrophilic/underwater superoleophobic surfaces for stable oil-water separation. Journal of environmental chemical engineering. 13(2). 115481–115481. 5 indexed citations
4.
Cai, Baoping, et al.. (2025). Microleakage localization method for subsea production manifold based on transient pressure wave. Energy. 322. 135695–135695. 2 indexed citations
5.
6.
Shao, Haidong, et al.. (2024). Automated fault diagnosis of rotating machinery using sub domain greedy Network Architecture search. Advanced Engineering Informatics. 62. 102753–102753. 7 indexed citations
7.
Feng, Qiang, Meng Liu, Hongyan Dui, et al.. (2024). A general design-oriented resilience measurement and evaluation method for engineering systems: Resilience cube. Reliability Engineering & System Safety. 245. 110038–110038. 11 indexed citations
8.
Wu, Qibing, Baoping Cai, Guannan Wang, et al.. (2024). Remaining Useful Life Prediction Method for Multi-Component System Considering Maintenance: Subsea Christmas Tree System as A Case Study. China Ocean Engineering. 38(2). 198–209.
9.
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
10.
Yang, Jun, Baoping Cai, Xiangdi Kong, et al.. (2024). A digital twin-assisted intelligent fault diagnosis method for hydraulic systems. Journal of Industrial Information Integration. 42. 100725–100725. 5 indexed citations
11.
Chen, Qi, et al.. (2023). Modeling weathering processes of spilled oil on the sea surface based on dynamic Bayesian network. Ocean Engineering. 284. 115194–115194. 5 indexed citations
12.
Jin, Hui, Renjie Ji, Hao Sun, et al.. (2023). Efficient preparation of Ni-Fe-SiC pipeline internal surface coating by active/inert metal combined anode jet electrodeposition. Journal of Manufacturing Processes. 89. 284–297. 14 indexed citations
13.
Shao, Haidong, et al.. (2023). Industrial surface defect detection and localization using multi-scale information focusing and enhancement GANomaly. Expert Systems with Applications. 238. 122361–122361. 35 indexed citations
14.
Liu, Cuiwei, et al.. (2023). Failure probability analysis of hydrogen doped pipelines based on the Bayesian network. Engineering Failure Analysis. 156. 107806–107806. 25 indexed citations
15.
Yang, Chao, Baoping Cai, Qibing Wu, et al.. (2023). Digital twin-driven fault diagnosis method for composite faults by combining virtual and real data. Journal of Industrial Information Integration. 33. 100469–100469. 107 indexed citations breakdown →
16.
Cai, Baoping, et al.. (2023). Dynamic risk assessment methodology of operation process for deepwater oil and gas equipment. Reliability Engineering & System Safety. 239. 109538–109538. 21 indexed citations
17.
Liu, Yiqi, et al.. (2023). A Hierarchical Soft-Sensor Using Spatiotemporal Information Transformation and ARMA With Application in Wastewater Treatment. IEEE Transactions on Instrumentation and Measurement. 72. 1–11. 9 indexed citations
18.
Cai, Baoping, Zhengda Wang, Chao Yang, et al.. (2021). Data-driven early fault diagnostic methodology of permanent magnet synchronous motor. Expert Systems with Applications. 177. 115000–115000. 120 indexed citations
19.
Yuan, Xiaobing, Baoping Cai, Yunpeng Ma, et al.. (2018). Reliability Evaluation Methodology of Complex Systems Based on Dynamic Object-Oriented Bayesian Networks. IEEE Access. 6. 11289–11300. 19 indexed citations
20.
Cai, Baoping, Yü Liu, & Min Xie. (2016). A Dynamic-Bayesian-Network-Based Fault Diagnosis Methodology Considering Transient and Intermittent Faults. IEEE Transactions on Automation Science and Engineering. 14(1). 276–285. 220 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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