Jian Ma

3.7k citations

113 papers · 2.9k indexed · 1 hit paper · h-index 23

Control and Systems Engineering top 0.5%
- Machine Fault Diagnosis Techniques 46
- Fault Detection and Control Systems 41
Safety, Risk, Reliability and Quality top 1%
- Reliability and Maintenance Optimization 10
- Power System Reliability and Maintenance 9
Automotive Engineering top 2%
- Advanced Battery Technologies Research 14
Mechanical Engineering top 2%
- Gear and Bearing Dynamics Analysis 11
Mechanics of Materials top 2%
- Engineering Diagnostics and Reliability 13
Electrical and Electronic Engineering
- Electric Power System Optimization 10

Co-authors: Chen Lü Wei-Li Qin Zhenya Wang Zili Wang Hongmei Liu Yu Ding Lianfeng Li Laifa Tao
Cited by: Control and Systems Engineering Safety, Risk, Reliability and Quality Automotive Engineering
Partner nations: China United States Australia

In The Last Decade

Jian Ma

105 papers receiving 2.8k citations

Hit Papers

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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.

2016 Fault diagnosis of rotary machinery components using a stacked denoising autoencoder-based health state identification

Peers

Countries citing papers authored by Jian Ma

Since Specialization

Citations

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

Fields of papers citing papers by Jian Ma

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network

The 25 scholars most cited alongside Jian Ma, 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 Jian Ma Line = papers co-authored together Jian Ma links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Remaining useful life prediction and cycle life test optimization for multiple-formula battery: A method based on multi-source transfer learning Dengwei Song,Yujie Cheng,Zhou An,Chen Lü,Jin Chong,Jian Ma	2024	11
2	A case-learning-based paradigm for quantitative recommendation of fault diagnosis algorithms: A case study of gearbox Xinyu Zou,Laifa Tao,Lulu Sun,Chao Wang,Jian Ma,Chen Lü	2023	4
3	Open-Set Fault Recognition and Inference for Rolling Bearing Based on Open Fault Semantic Subspace Yu Chen,Laifa Tao,Xue Liu,Jian Ma,Chen Lü,Hongmei Liu	2023	10
4	Open-set federated adversarial domain adaptation based cross-domain fault diagnosis Shu Ping Xu,Jian Ma,Dengwei Song	2023	9
5	Personalized Transfer Learning Framework for Remaining Useful Life Prediction Using Adaptive Deconstruction and Dynamic Weight Informer Xue Liu,Jian Ma,Dengwei Song	2023	1
6	Ultrasonic Scattered Field Distribution of One and Two Cylindrical Solids with Phased Array Technique Xiaozhou Liu,Jian Ma,Haibin Wang,Sha Gao,Yifeng Li,Jiehui Liu	2019	2
7	Predicting the Remaining Useful Life of an Aircraft Engine Using a Stacked Sparse Autoencoder with Multilayer Self‐Learning Jian Ma,Hua Su,Wanlin Zhao,Bin Liu	2018	71
8	Fault Diagnosis of Electromechanical Actuator Based on VMD Multifractal Detrended Fluctuation Analysis and PNN Hongmei Liu,Jiayao Jing,Jian Ma	2018	25
9	Rolling Bearing Fault Diagnosis Based on STFT-Deep Learning and Sound Signals Hongmei Liu,Lianfeng Li,Jian Ma	2016	176
10	Fault Diagnosis of a Hydraulic Pump Based on the CEEMD-STFT Time-Frequency Entropy Method and Multiclass SVM Classifier Wanlin Zhao,Zili Wang,Jian Ma,Lianfeng Li	2016	27
11	Health assessment and fault classification for hydraulic pump based on LR and softmax regression Yu Ding,Jian Ma,Ye Tian	2015	11
12	Novel Method for Performance Degradation Assessment and Prediction of Hydraulic Servo System Zhenya Wang,Chen Lü,Jian Ma,Hang Yuan,Zihan Chen	2015	4
13	A deep learning method using SDA combined with dropout for bearing fault diagnosis Wanlin Zhao,Chen Lü,Jian Ma,Zili Wang	2015	6
14	Fault diagnosis for hydraulic pump based on EEMD-KPCA and LVQ Chao Wang,Zili Wang,Jian Ma,Hang Yuan	2014	1
15	Detection and recognition of wood defects based on gray transformation and BP neural network. Hongbo Mu,Mingming Zhang,Dawei Qi,Ta JinXing,Jian Ma,Han Yu,Haitao Gao	2014	1
16	Performance assessment and fault classification for hydraulic pump based on LMD and LR Yu Ding,Jian Ma,Ye Tian	2014	2
17	Bearing Health Assessment Using Gaussian Mixed Model Based on a Hybrid Feature Extraction Schemer Zhipeng Wang,Chen Lü,Zili Wang,Jian Ma	2013	2
18	Target Location Research Based on Image Matching Jian Ma	2010	1
19	Managing Complex Network Operation with Predictive Analytics Zhenyu Huang,Pak Chung Wong,Patrick Mackey,Yousu Chen,Jian Ma,Kevin P. Schneider,Frank L. Greitzer	2008	11
20	An Incremental Learning Algorithm for Support Vector Machine and its Application Wenhua Zeng,Jian Ma	2003	1

About Jian Ma

Jian Ma is a scholar working on Control and Systems Engineering, Safety, Risk, Reliability and Quality and Automotive Engineering, having authored 113 papers that have together received 2.9k indexed citations. Recurring topics across this work include Machine Fault Diagnosis Techniques (46 papers), Fault Detection and Control Systems (41 papers), Advanced Battery Technologies Research (14 papers), Engineering Diagnostics and Reliability (13 papers), Gear and Bearing Dynamics Analysis (11 papers), Reliability and Maintenance Optimization (10 papers), Electric Power System Optimization (10 papers) and Power System Reliability and Maintenance (9 papers). The work is most often cited by research in Control and Systems Engineering (1.6k citations), Safety, Risk, Reliability and Quality (285 citations) and Automotive Engineering (353 citations). Jian Ma has collaborated with scholars based in China, United States and Australia. Frequent co-authors include Chen Lü, Wei-Li Qin, Zhenya Wang, Zili Wang, Hongmei Liu, Yu Ding, Lianfeng Li, Laifa Tao, Ye Tian and Yujie Cheng.

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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