Tongyang Pan

2.5k citations

58 papers · 2.0k · 3 hit papers · h-index 23

Impact in

Control and Systems Engineering top 0.5%
- Machine Fault Diagnosis Techniques
- Fault Detection and Control Systems
Mechanical Engineering top 2%
- Gear and Bearing Dynamics Analysis
- Non-Destructive Testing Techniques
- Advanced machining processes and optimization

Papers in

Control and Systems Engineering 45
- Machine Fault Diagnosis Techniques 42
- Fault Detection and Control Systems 16
Mechanical Engineering 31
- Gear and Bearing Dynamics Analysis 19
- Advanced machining processes and optimization 5
- Non-Destructive Testing Techniques 4
- Structural Integrity and Reliability Analysis 3

Co-authors: Jinglong Chen (40 shared papers)Tianci Zhang (10 shared papers)Shuilong He (11 shared papers)Haixin Lv (8 shared papers)Zitong Zhou (13 shared papers)Jingsong Xie (20 shared papers)Yong Feng (7 shared papers)Shen Liu (4 shared papers)
Journals: IEEE Transactions on Instrumentation and Measurement (7 papers)ISA Transactions (5 papers)Expert Systems with Applications (5 papers)Measurement Science and Technology (4 papers)Measurement (4 papers)
Partner nations: China Singapore Hong Kong

In The Last Decade

Tongyang Pan

50 papers receiving 1.9k citations

Tongyang Pan's Hit Papers

align trajectories log scale

Attention mechanism in intelligent fault diagnosis of machinery: A review of technique and application 2022 · 167 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2022 Measurement
2021 ISA Transactions
2021 Knowledge-Based Systems

Peers

Countries citing papers authored by Tongyang Pan

Since Specialization

Citations

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

Fields of papers citing papers by Tongyang Pan

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 25 scholars most cited alongside Tongyang Pan, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Tongyang Pan Line = papers co-authored together Tongyang Pan links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 58 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Meta-learning as a promising approach for few-shot cross-domain fault diagnosis: Algorithms, applications, and prospects Knowledge-Based Systems ·Yong Feng, Jinglong Chen, Jingsong Xie, Tianci Zhang, Haixin Lv, Tongyang Pan Hit paper breakdown →	2021	200
2	Generative adversarial network in mechanical fault diagnosis under small sample: A systematic review on applications and future perspectives ISA Transactions ·Tongyang Pan, Jinglong Chen, Tianci Zhang, Shen Liu, Shuilong He, Haixin Lv Hit paper breakdown →	2021	194
3	Attention mechanism in intelligent fault diagnosis of machinery: A review of technique and application Measurement ·Haixin Lv, Jinglong Chen, Tongyang Pan, Tianci Zhang, Yong Feng, Shen Liu Hit paper breakdown →	2022	167
4	A Small Sample Focused Intelligent Fault Diagnosis Scheme of Machines via Multimodules Learning With Gradient Penalized Generative Adversarial Networks IEEE Transactions on Industrial Electronics ·Tianci Zhang, Jinglong Chen, Fudong Li, Tongyang Pan, Shuilong He	2020	157
5	Intelligent fault diagnosis of Wind Turbines via a Deep Learning Network Using Parallel Convolution Layers with Multi-Scale Kernels Renewable Energy ·Yuanhong Chang, Jinglong Chen, Cheng Qu, Tongyang Pan	2020	111
6	Deep Feature Generating Network: A New Method for Intelligent Fault Detection of Mechanical Systems Under Class Imbalance IEEE Transactions on Industrial Informatics ·Tongyang Pan, Jinglong Chen, Jingsong Xie, Zitong Zhou, Shuilong He	2020	89
7	A Novel Deep Learning Network via Multiscale Inner Product With Locally Connected Feature Extraction for Intelligent Fault Detection IEEE Transactions on Industrial Informatics ·Tongyang Pan, Jinglong Chen, Zitong Zhou, Changlei Wang, Shuilong He	2019	86
8	A multi-head attention network with adaptive meta-transfer learning for RUL prediction of rocket engines Reliability Engineering & System Safety ·Tongyang Pan, Jinglong Chen, Zhi‐Sheng Ye, Aimin Li	2022	82
9	Intelligent fault identification for industrial automation system via multi-scale convolutional generative adversarial network with partially labeled samples ISA Transactions ·Tongyang Pan, Jinglong Chen, Jinsong Xie, Yuanhong Chang, Zitong Zhou	2020	67
10	Intelligent fault diagnosis of mechanical equipment under varying working condition via iterative matching network augmented with selective Signal reuse strategy Journal of Manufacturing Systems ·Kaiyu Zhang, Jinglong Chen, Tianci Zhang, Shuilong He, Tongyang Pan, Zitong Zhou	2020	64
11	Globally Localized Multisource Domain Adaptation for Cross-Domain Fault Diagnosis With Category Shift IEEE Transactions on Neural Networks and Learning Systems ·Yong Feng, Jinglong Chen, Shuilong He, Tongyang Pan, Zitong Zhou	2021	58
12	Analysis on wind power accommodation ability and coal consumption of heat–power decoupling technologies for CHP units Energy ·Lihua Cao, Zhanzhou Wang, Tongyang Pan, Enfu Dong, Pengfei Hu, Miao Liu, Tingshan Ma	2021	56
13	Hybrid attribute conditional adversarial denoising autoencoder for zero-shot classification of mechanical intelligent fault diagnosis Applied Soft Computing ·Haixin Lv, Jinglong Chen, Tongyang Pan, Zitong Zhou	2020	55
14	Degradation feature extraction using multi-source monitoring data via logarithmic normal distribution based variational auto-encoder Computers in Industry ·Gen Ping, Jinglong Chen, Tongyang Pan, Jun Pan	2019	53
15	LOSGAN: latent optimized stable GAN for intelligent fault diagnosis with limited data in rotating machinery Measurement Science and Technology ·Shen Liu, Jinglong Chen, Cheng Qu, Rujie Hou, Haixin Lv, Tongyang Pan	2020	45
16	SASLN: Signals Augmented Self-Taught Learning Networks for Mechanical Fault Diagnosis Under Small Sample Condition IEEE Transactions on Instrumentation and Measurement ·Tianci Zhang, Jinglong Chen, Jingsong Xie, Tongyang Pan	2020	44
17	A Deep Learning Network via Shunt-Wound Restricted Boltzmann Machines Using Raw Data for Fault Detection IEEE Transactions on Instrumentation and Measurement ·Tongyang Pan, Jinglong Chen, Jun Pan, Zitong Zhou	2019	43
18	Cross-domain learning in rotating machinery fault diagnosis under various operating conditions based on parameter transfer Measurement Science and Technology ·Fudong Li, Jinglong Chen, Jun Pan, Tongyang Pan	2020	39
19	Toward Small Sample Challenge in Intelligent Fault Diagnosis: Attention-Weighted Multidepth Feature Fusion Net With Signals Augmentation IEEE Transactions on Instrumentation and Measurement ·Tianci Zhang, Shuilong He, Jinglong Chen, Tongyang Pan, Zitong Zhou	2021	31
20	Contrastive feature-based learning-guided elevated deep reinforcement learning: Developing an imbalanced fault quantitative diagnosis under variable working conditions Mechanical Systems and Signal Processing ·Shuilong He, Qianwen Cui, Jinglong Chen, Tongyang Pan, Chaofan Hu	2024	30

About Tongyang Pan

Tongyang Pan is a scholar working on Control and Systems Engineering, Mechanical Engineering, Mechanics of Materials, Artificial Intelligence and Electrical and Electronic Engineering, having authored 58 papers that have together received 2.0k indexed citations. Recurring topics across this work include Machine Fault Diagnosis Techniques (42 papers), Gear and Bearing Dynamics Analysis (19 papers), Engineering Diagnostics and Reliability (16 papers), Fault Detection and Control Systems (16 papers), Anomaly Detection Techniques and Applications (6 papers), Advanced machining processes and optimization (5 papers), Non-Destructive Testing Techniques (4 papers) and Structural Integrity and Reliability Analysis (3 papers). The work is most often cited by research in Control and Systems Engineering (1.5k citations), Mechanical Engineering (753 citations), Mechanics of Materials (392 citations), Industrial and Manufacturing Engineering (151 citations) and Medical Laboratory Technology (19 citations). Tongyang Pan has collaborated with scholars based in China, Singapore and Hong Kong. Frequent co-authors include Jinglong Chen, Tianci Zhang, Shuilong He, Haixin Lv, Zitong Zhou, Jingsong Xie, Yong Feng, Shen Liu, Yuanhong Chang and Fudong Li. Their work appears in journals such as IEEE Transactions on Instrumentation and Measurement, ISA Transactions, Expert Systems with Applications, Measurement Science and Technology and Measurement.

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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Tongyang Pan

Tongyang Pan's Hit Papers

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Fields of papers citing papers by Tongyang Pan

All Works

About Tongyang Pan

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