Feng Jia
Impact in
- Control and Systems Engineering top 0.05%
- Machine Fault Diagnosis Techniques
- Fault Detection and Control Systems
- Mechanical Engineering top 0.2%
- Gear and Bearing Dynamics Analysis
- Non-Destructive Testing Techniques
- Advanced machining processes and optimization
Papers in
-
- Machine Fault Diagnosis Techniques 29
- Fault Detection and Control Systems 15
-
- Gear and Bearing Dynamics Analysis 12
- Advanced machining processes and optimization 3
- Co-authors
- Yaguo Lei (17 shared papers)Jing Lin (10 shared papers)Saibo Xing (9 shared papers)Naipeng Li (4 shared papers)Na Lü (2 shared papers)Xinwei Jiang (1 shared paper)Asoke K. Nandi (1 shared paper)Liang Guo (2 shared papers)
- Journals
- Mechanical Systems and Signal Processing (5 papers)Measurement Science and Technology (3 papers)IEEE Transactions on Industrial Electronics (3 papers)Neurocomputing (2 papers)IEEE Access (2 papers)
- Partner nations
- ChinaGermanyUnited States
In The Last Decade
Feng Jia
44 papers receiving 8.3k citations
Feng Jia's Hit Papers
Peers
Comparison fields: 5 of 128
- Control and Systems Engineering 6.6k
- Mechanical Engineering 3.9k
- Mechanics of Materials 2.4k
- Medical Laboratory Technology 123
- Industrial and Manufacturing Engineering 629
Countries citing papers authored by Feng Jia
This map shows the geographic impact of Feng Jia'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 Feng Jia with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Feng Jia more than expected).
Fields of papers citing papers by Feng Jia
This network shows the impact of papers produced by Feng Jia. 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 Feng Jia. The network helps show where Feng Jia may publish in the future.
Co-authors
The 25 scholars most cited alongside Feng Jia, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 49 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Applications of machine learning to machine fault diagnosis: A review and roadmap Hit paper breakdown → | 2020 | 2042 |
| 2 | Deep neural networks: A promising tool for fault characteristic mining and intelligent diagnosis of rotating machinery with massive data Hit paper breakdown → | 2015 | 1388 |
| 3 | An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data Hit paper breakdown → | 2016 | 995 |
| 4 | A recurrent neural network based health indicator for remaining useful life prediction of bearings Hit paper breakdown → | 2017 | 984 |
| 5 | An intelligent fault diagnosis approach based on transfer learning from laboratory bearings to locomotive bearings Hit paper breakdown → | 2019 | 730 |
| 6 | Deep normalized convolutional neural network for imbalanced fault classification of machinery and its understanding via visualization Hit paper breakdown → | 2018 | 510 |
| 7 | A neural network constructed by deep learning technique and its application to intelligent fault diagnosis of machines Hit paper breakdown → | 2017 | 446 |
| 8 | A Polynomial Kernel Induced Distance Metric to Improve Deep Transfer Learning for Fault Diagnosis of Machines Hit paper breakdown → | 2019 | 233 |
| 9 | 2016 | 228 | |
| 10 | Multi-scale integrated deep self-attention network for predicting remaining useful life of aero-engine Hit paper breakdown → | 2023 | 159 |
| 11 | 2020 | 140 | |
| 12 | A novel conditional weighting transfer Wasserstein auto-encoder for rolling bearing fault diagnosis with multi-source domains Hit paper breakdown → | 2022 | 122 |
| 13 | 2015 | 89 | |
| 14 | 2012 | 46 | |
| 15 | 2020 | 46 | |
| 16 | 2020 | 34 | |
| 17 | 2018 | 25 | |
| 18 | 2021 | 19 | |
| 19 | 2022 | 17 | |
| 20 | 2015 | 15 |
About Feng Jia
Feng Jia is a scholar working on Control and Systems Engineering, Mechanical Engineering, Mechanics of Materials, Electrical and Electronic Engineering and Biomedical Engineering, having authored 49 papers that have together received 8.4k indexed citations. Recurring topics across this work include Machine Fault Diagnosis Techniques (29 papers), Fault Detection and Control Systems (15 papers), Gear and Bearing Dynamics Analysis (12 papers), Engineering Diagnostics and Reliability (7 papers), HVDC Systems and Fault Protection (4 papers), Manufacturing Process and Optimization (3 papers), Advanced machining processes and optimization (3 papers) and Occupational Health and Safety Research (3 papers). The work is most often cited by research in Control and Systems Engineering (6.6k citations), Mechanical Engineering (3.9k citations), Mechanics of Materials (2.4k citations), Medical Laboratory Technology (123 citations) and Industrial and Manufacturing Engineering (629 citations). Feng Jia has collaborated with scholars based in China, Germany and United States. Frequent co-authors include Yaguo Lei, Jing Lin, Saibo Xing, Naipeng Li, Na Lü, Xinwei Jiang, Asoke K. Nandi, Liang Guo, Xin Zhou and Steven X. Ding. Their work appears in journals such as Mechanical Systems and Signal Processing, Measurement Science and Technology, IEEE Transactions on Industrial Electronics, Neurocomputing and IEEE Access.
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.