Ruonan Liu

5.7k total citations · 4 hit papers
67 papers, 4.5k citations indexed

About

Ruonan Liu is a scholar working on Electrical and Electronic Engineering, Control and Systems Engineering and Mechanical Engineering. According to data from OpenAlex, Ruonan Liu has authored 67 papers receiving a total of 4.5k indexed citations (citations by other indexed papers that have themselves been cited), including 26 papers in Electrical and Electronic Engineering, 22 papers in Control and Systems Engineering and 13 papers in Mechanical Engineering. Recurrent topics in Ruonan Liu's work include Machine Fault Diagnosis Techniques (18 papers), Fault Detection and Control Systems (12 papers) and Supercapacitor Materials and Fabrication (11 papers). Ruonan Liu is often cited by papers focused on Machine Fault Diagnosis Techniques (18 papers), Fault Detection and Control Systems (12 papers) and Supercapacitor Materials and Fabrication (11 papers). Ruonan Liu collaborates with scholars based in China, United States and Germany. Ruonan Liu's co-authors include Boyuan Yang, Xuefeng Chen, Enrico Zio, Xiaoliang Wu, Fei Wang, S. Joe Qin, Xuefeng Chen, Yahui Wang, Chuang Sun and Guotao Meng and has published in prestigious journals such as Nano Letters, Chemical Engineering Journal and IEEE Transactions on Industrial Electronics.

In The Last Decade

Ruonan Liu

61 papers receiving 4.4k 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.

Artificial intelligence for fault diagnosis of rotating machinery: A review

2018 1.6k citations Ruonan Liu, Boyuan Yang et al. profile →
Multiscale Kernel Based Residual Convolutional Neural Network for Motor Fault Diagnosis Under Nonstationary Conditions

2019 339 citations Ruonan Liu, Boyuan Yang et al. IEEE Transactions on Industrial Informatics profile →
Remaining Useful Life Prediction Based on a Double-Convolutional Neural Network Architecture

2019 328 citations Boyuan Yang, Ruonan Liu et al. IEEE Transactions on Industrial Electronics profile →
Dislocated Time Series Convolutional Neural Architecture: An Intelligent Fault Diagnosis Approach for Electric Machine

2016 288 citations Ruonan Liu, Boyuan Yang et al. IEEE Transactions on Industrial Informatics profile →

Peers

Countries citing papers authored by Ruonan Liu

Since Specialization

Citations

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

Fields of papers citing papers by Ruonan Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Ruonan Liu

This figure shows the co-authorship network connecting the top 25 collaborators of Ruonan Liu. A scholar is included among the top collaborators of Ruonan 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 Ruonan Liu. Ruonan 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

#	Work	Indexed citations
1	Engineering Twins within Lattice-Matched Co/CoO Heterostructure Enables Efficient Hydrogen Evolution Reactions 2025 ·Nano Letters ·Taili Yang, (unknown), Ruonan Liu, Keke Huang, Rongrong Xu, Jiping Chen, Jinchun Tu, Shude Liu, Ling Kang, Zixuan Wang, Jian Cao, Junlei Qi	8
2	Causal Counterfactual Faithfulness Generation for Open-Set Fault Diagnosis of Complex Industrial Processes 2025 ·IEEE Transactions on Industrial Informatics ·Ruonan Liu, (unknown), Shuqiang Zhao, Di Lin, Weidong Zhang, Steven X. Ding	1
3	Improved survival of patients with stage III small-cell lung cancer with primary resection: A SEER-based analysis 2024 ·Translational Oncology ·(unknown), (unknown), Fanli Kong, (unknown), Ruonan Liu, Zhengwu Sun, Xiaoyan Lan, Ali Önder Yildirim, Georgios T. Stathopoulos, Isis E. Fernandez, Andrea C. Schamberger	1
4	Causal Disentangled Graph Neural Network for Fault Diagnosis of Complex Industrial Process 2024 ·IEEE Transactions on Industrial Informatics ·Ruonan Liu, (unknown), Di Lin, Weidong Zhang, Steven X. Ding	12
5	Survey on Foundation Models for Prognostics and Health Management in Industrial Cyber-Physical Systems 2024 ·Ruonan Liu, (unknown), Te Han, Boyuan Yang, Weidong Zhang, Shen Yin, Donghua Zhou	8
6	Out-of-Distribution Fault Diagnosis of Industrial Cyber-Physical Systems Based on Orthogonal Anchor Clustering With Adaptive Balance 2024 ·Ruonan Liu, (unknown), Shuqiang Zhao, Zhijian Sun, Te Han, Zhibo Pang, Weidong Zhang	2
7	Mg‐MOF‐74 Derived Defective Framework for Hydrogen Storage at Above‐Ambient Temperature Assisted by Pt Catalyst 2024 ·Advanced Science ·Shiyuan Liu, Yue Zhang, Fangzhou Zhu, Jieyuan Liu, Xin Wan, Ruonan Liu, Xiaofang Liu, Jiaxiang Shang, Ronghai Yu, Qiang Feng, Zili Wang, Jianglan Shui	34
8	Physical modeling and dynamic characteristics of pumped thermal energy storage system 2023 ·Energy ·(unknown), (unknown), (unknown), Ruonan Liu, Chang Lu, Dongmei Du	11
9	Silicon–Organic Hybrid Electro-Optic Modulator and Microwave Photonics Signal Processing Applications 2023 ·Micromachines ·Zihan Zhou, Chao Meng, (unknown), (unknown), Ruonan Liu, Zhihua Li, Shuhui Bo, Zhuo Chen, Zhenlin Wu, Xiuyou Han	1
10	Tungsten clusters derived from phosphotungstic acid to enhance hydrogen storage efficiency in MgH2 2023 ·International Journal of Hydrogen Energy ·Ranbo Yu, (unknown), Ruonan Liu, Zihao Xu, Chen Hu, (unknown), Yi Jin, Xiaofang Liu, Jianglan Shui	4
11	LSTM-Based Multi-Task Method for Remaining Useful Life Prediction under Corrupted Sensor Data 2023 ·Machines ·(unknown), Ruonan Liu	8
12	High efficiency and compact vertical interlayer coupler for silicon nitride-on-silicon photonic platform 2023 ·Optik ·(unknown), (unknown), (unknown), Peng Zhang, Yan Yang, Ruonan Liu, (unknown), Zhihua Li	3
13	Catalytic effect of H3PW12O40 on hydrogen storage of MgH2 2023 ·Acta Physico-Chimica Sinica ·Ran Yu, Hu Chen, Ruili Guo, Ruonan Liu, (unknown), (unknown), Jianglan Shui	3
14	Fault Diagnosis and Health Management of Power Machinery 2023 ·Machines ·Te Han, Ruonan Liu, Zhibin Zhao, Pradeep Kundu	4
15	Rigidity of three-dimensional steady internal waves with constant vorticity governed by the f -plane approximation 2023 ·Nonlinear Analysis Real World Applications ·Lili Fan, Ruonan Liu, (unknown)	1
16	Self-Attention and Multi-Task Based Model for Remaining Useful Life Prediction with Missing Values 2022 ·Machines ·(unknown), Ruonan Liu	1
17	Porous Cobalt-nickel phosphides prepared from Al-doped NiCo-LDH precursors for supercapacitor and electrocatalysis applications 2022 ·Chemical Engineering Journal ·Ruonan Liu, Lulu Chen, Fei Mo, Haiyan Song, Guang Yang, Chunxia Chen, Xiaoliang Wu, Yichao Huang, Zhuangjun Fan	60
18	Hermite-Hadamard type inequalities for harmonical $ (h1,h2)- $convex interval-valued functions 2021 ·Mathematical Foundations of Computing ·Ruonan Liu, (unknown)	12
19	Remaining Useful Life Prediction Based on a Double-Convolutional Neural Network Architecture breakdown → 2019 ·IEEE Transactions on Industrial Electronics ·Boyuan Yang, Ruonan Liu, Enrico Zio	328
20	Parametric multiphysics finite-volume theory for periodic composites with thermo-electro-elastic phases 2017 ·Journal of Intelligent Material Systems and Structures ·Qiang Chen, (unknown), Ruonan Liu, Xuefeng Chen	28

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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