Datong Liu

5.6k total citations · 1 hit paper
171 papers, 4.2k citations indexed

About

Datong Liu is a scholar working on Control and Systems Engineering, Artificial Intelligence and Automotive Engineering. According to data from OpenAlex, Datong Liu has authored 171 papers receiving a total of 4.2k indexed citations (citations by other indexed papers that have themselves been cited), including 98 papers in Control and Systems Engineering, 62 papers in Artificial Intelligence and 49 papers in Automotive Engineering. Recurrent topics in Datong Liu's work include Fault Detection and Control Systems (80 papers), Advanced Battery Technologies Research (49 papers) and Anomaly Detection Techniques and Applications (46 papers). Datong Liu is often cited by papers focused on Fault Detection and Control Systems (80 papers), Advanced Battery Technologies Research (49 papers) and Anomaly Detection Techniques and Applications (46 papers). Datong Liu collaborates with scholars based in China, United States and Canada. Datong Liu's co-authors include Yu Peng, Xiyuan Peng, Yuchen Song, Liansheng Liu, Jianbao Zhou, Haitao Liao, Jingyue Pang, Michael Pecht, Peng Yu and Benkuan Wang and has published in prestigious journals such as Journal of Power Sources, Journal of Cleaner Production and IEEE Transactions on Industrial Electronics.

In The Last Decade

Datong Liu

158 papers receiving 4.1k citations

Hit Papers

align trajectories

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.

Prognostics for state of health estimation of lithium-ion batteries based on combination Gaussian process functional regression

2013 380 citations Datong Liu, Jingyue Pang et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Datong Liu China	34	2.1k	1.9k	1.7k	1.1k	829	171	4.2k
Yu Peng China	31	2.1k 1.0×	1.5k 0.8×	2.2k 1.3×	989 0.9×	526 0.6×	197	4.4k
Marcos E. Orchard Chile	35	1.3k 0.6×	2.4k 1.3×	1.3k 0.8×	874 0.8×	406 0.5×	179	4.2k
Abhinav Saxena United States	35	919 0.4×	2.9k 1.6×	982 0.6×	1.3k 1.1×	604 0.7×	116	5.1k
Xiyuan Peng China	27	677 0.3×	945 0.5×	1.1k 0.6×	466 0.4×	609 0.7×	227	2.7k
Jonas Sjöberg Sweden	33	1.6k 0.7×	2.9k 1.5×	846 0.5×	189 0.2×	1.2k 1.4×	146	4.8k
Demba Diallo France	32	943 0.4×	2.4k 1.3×	2.7k 1.5×	183 0.2×	370 0.4×	157	4.5k
Jesús C. Hernández Spain	32	603 0.3×	2.1k 1.1×	3.7k 2.1×	310 0.3×	635 0.8×	157	4.9k
Zhengyou He China	49	1.9k 0.9×	2.3k 1.2×	6.2k 3.6×	304 0.3×	238 0.3×	319	7.9k
M.A. El-Sharkawi United States	35	1.2k 0.6×	2.0k 1.1×	4.9k 2.8×	542 0.5×	1.3k 1.5×	159	6.4k
Chetan S. Kulkarni United States	18	656 0.3×	855 0.5×	664 0.4×	363 0.3×	217 0.3×	107	1.8k

Countries citing papers authored by Datong Liu

Since Specialization

Citations

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

Fields of papers citing papers by Datong Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Datong Liu

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

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Xu, Yafei, Xin He, Hua Zhang, et al.. (2025). Physics induced terahertz time-of-flight compensation method for accurate thickness measurement and full-field imaging of damage in composite. Mechanical Systems and Signal Processing. 231. 112709–112709. 1 indexed citations

Ding, Steven X., et al.. (2025). DCR-YOLO: An enhanced anti-UAV detection method based on triple collaborative optimization strategy. Aerospace Science and Technology. 168. 111319–111319. 1 indexed citations

Wang, Benkuan, et al.. (2025). MDOFusion: A visible and infrared image fusion method based on multi-dimensional quantification allocation and dual optimization mechanism. Expert Systems with Applications. 280. 127463–127463. 2 indexed citations

Wang, Yingqi, Yuchen Song, & Datong Liu. (2025). PIAN: A physics-informed assimilation neural network for temporal super-resolution reconstruction of sensor data in satellite attitude control system. Advanced Engineering Informatics. 68. 103805–103805.

Zhou, Su, et al.. (2025). Flight Data-Enabled Refined Anomaly Assessment of Unmanned Aerial Vehicles in Variable Trajectory Scenarios. IEEE Transactions on Instrumentation and Measurement. 74. 1–13.

Hu, Yang, et al.. (2024). Preparation of the sandwiched PS-SiO2-PVAc-SiO2 electrospinning fiber membrane with super-hydrophobic and self-cleaning and its performance in oil-water emulsion separation. Journal of environmental chemical engineering. 12(6). 114345–114345. 2 indexed citations

Liu, Datong, et al.. (2024). Recent progress in precision measurement and assembly optimization methods of the aero-engine multistage rotor: A comprehensive review. Measurement. 235. 114990–114990. 13 indexed citations

Wu, Wenxiang, Bo Chen, & Datong Liu. (2024). Simulation of UAV-Based Indoor Mapping for Multi-Story Building Using a RGB-D SLAM Solution. 1–6. 4 indexed citations

Liu, Datong, et al.. (2024). Unbalance Error Compensation Method of Aircraft APU Turbine Rotor Based on Blade Sorting. IEEE Transactions on Instrumentation and Measurement. 73. 1–9. 1 indexed citations

10.

Hu, Yang, et al.. (2024). The mechanism of forming a roughness surface through a liquid-phase induction process between fiber and colloid. Journal of Molecular Liquids. 398. 124274–124274.

11.

Liu, Datong, et al.. (2023). Environmentally friendly tea saponin foam detergents costabilized by GO-OH/SiO2 nanoparticles for removing radioactive surface contaminants. Colloids and Surfaces A Physicochemical and Engineering Aspects. 680. 132667–132667. 4 indexed citations

12.

Hu, Yang, et al.. (2023). Electrospun polymethyl methacrylate fibers-based membrane with heterogeneous structure achieving a full-particle size separation of oil-water emulsion. Journal of Membrane Science. 680. 121716–121716. 10 indexed citations

13.

Pang, Jingyue, Datong Liu, Peng Yu, & Xiyuan Peng. (2023). Temporal dependence Mahalanobis distance for anomaly detection in multivariate spacecraft telemetry series. ISA Transactions. 140. 354–367. 6 indexed citations

14.

Patrizi, Gabriele, Marcantonio Catelani, Lorenzo Ciani, Yuchen Song, & Datong Liu. (2023). A Multi-Channel Deep-Learning Prediction Algorithm for Battery State-of-Health Indicator. Florence Research (University of Florence). 816–821. 1 indexed citations

15.

Song, Yuchen, Datong Liu, & Yu Peng. (2019). Series-connected lithium-ion battery pack health modeling with cell inconsistency evaluation. 1–6. 9 indexed citations

16.

Song, Yuchen, Lyu Li, Yu Peng, & Datong Liu. (2018). Lithium-Ion Battery Remaining Useful Life Prediction Based on GRU-RNN. 317–322. 48 indexed citations

17.

Song, Yuchen, et al.. (2017). Self-adaptive indirect health indicators extraction within prognosis of satellite lithium-ion battery. 1–7. 4 indexed citations

18.

Dou, Wanchun, et al.. (2015). Parameters Adaption of Lebesgue Sampling-based Diagnosis and Prognosis for Li-ion Batteries. Annual Conference of the PHM Society. 7(1). 2 indexed citations

19.

Yin, Shan, Jingyue Pang, Datong Liu, & Yu Peng. (2013). Remaining Useful Life Prognostics for Lithium-ion Battery Based on Gaussian Processing Regression Combined with the Empirical Model. Annual Conference of the PHM Society. 5(1). 6 indexed citations

20.

Liu, Datong, Yue Luo, Yu Peng, Xiyuan Peng, & Michael Pecht. (2012). Lithium-ion Battery Remaining Useful Life Estimation Based on Nonlinear AR Model Combined with Degradation Feature. Annual Conference of the PHM Society. 4(1). 41 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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