个人简介
马鑫，工学博士，副教授，硕士生导师，北京化工大学“博学”青年学者。2022年12月获得北京化工大学控制科学与工程专业博士学位，博士导师王友清教授。2022年8月至2023年2月，曾在英国萨里大学联合培养，合作导师Tao Chen 教授。2023年2月起，在北京化工大学从事博士后研究工作，合作导师高金吉院士。已发表论文40余篇，包括IEEE Transactions on Cybernetics，IEEE/CAA Journal of Automatica Sinica, IEEE Transactions on Automation Science and Engineering等国际顶级期刊。主持国家自然科学基金青年基金、博士后创新人才支持计划、国家重点研发计划子课题、博士后面上资助、中央高校基本科研业务费-自由探索项目等。荣获2023年中国自动化学会自然科学奖一等奖，2024 年北京化工大学优秀博士后一等奖。2025年获首都前沿科技成果奖。
教育经历
| 入学时间 |
毕业时间 |
学位授予单位 |
学历 |
| 2017-09-01 |
2022-12-01 |
北京化工大学 |
博士研究生毕业 |
| 2013-09-01 |
2017-07-01 |
河北工业大学 |
大学本科毕业 |
工作经历
| 起始年月 |
截止年月 |
所在单位名称 |
| 2023-03-15 |
至今 |
北京化工大学 |
研究领域
石化系统的智能安全分析、工业系统的智能故障检测与诊断、典型设备的剩余使用寿命预测、故障溯源与演化分析、基于人工智能的生物医学应用等
本科生课程
| 课程名称 |
开课学年 |
课程总学时 |
选课人数 |
课程性质 |
| 人工智能导论 |
2025 |
32 |
|
素质教育课程 |
| 人工智能导论 |
2025 |
32 |
|
素质教育课程 |
| 信息与智能科学导论 |
2025 |
32 |
193 |
专业选修 |
研究生课程
| 课程名称 |
开课学年 |
总学时 |
开课方式 |
| 学术英语读写 |
2025 |
32 |
A公共基础课 |
纵向项目
- 1. 复杂化工过程综合安全一体化分析与监控 ，国家自然科学基金项目，项目时间：2025-01-01 至 2029-12-31
- 2. 流程行业全要素风险感知与多域安全协同防护架构 ，国家重点研发计划，项目时间：2024-12-13 至 2027-12-13
- 3. 面向化工材料生产设备的智能监测与剩余寿命预测方法与应用研究 ，省、市、自治区科技项目，项目时间：2024-10-01 至 2027-09-30
- 4. 数据驱动的石化系统动态过程故障检测与诊断技术研究 ，国家自然科学基金项目，项目时间：2024-01-01 至 2026-12-31
论文信息
[+][-]代表性论文
-
1. DOI
王友清,叶旭铠,冯越,Haoqian Wang,林晓帆,马鑫,张一飞
BBATProt: a framework predicting biological function with enhanced feature extraction via interpretable deep learning[期刊论文]，BRIEFINGS IN BIOINFORMATICS，2025-11-10
-
2. DOI
王友清,侯佟泽,崔明亮,Tao Chen,马鑫
Monitoring and Fault Risk Analysis for Nonlinear Dynamic Processes Based on Kernel Dynamic Regression Model[期刊论文]，IEEE Transactions on Control Systems Technology，2025-10-06
-
3. DOI
王友清,Wang, Haoqian,Hou, Tongze,Ye, Xukai,Simani, Silvio,马鑫
Jarque-Bera-Based Artificial Neural Correlation Analysis for Nonlinear and Non-Gaussian Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS，2025-09-01
-
4. DOI
王友清,郑明星,崔明亮,侯佟泽,Jie Zhang,马鑫
Multimode Monitoring Method Based on Adaptive Importance Coding Dictionary Learning[期刊论文]，IEEE TRANSACTIONS ON RELIABILITY，2025-08-14
-
5. DOI
Cui, Mingliang;Wang, Youqing;Guo, Jipeng;Hou, Tongze;Ma, Xin
A Dynamic Process Modeling Method Based on Bipartite Graph and Recursive Monitoring for Catalytic Cracking Unit[期刊论文]，IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY，2025-06-12
-
6. DOI
马鑫,Tao Chen,王友清
Dynamic Process Monitoring Based on Dot Product Feature Analysis for Thermal Power Plants[期刊论文]，IEEE/CAA JOURNAL OF AUTOMATICA SINICA，2025-02-01
-
7. DOI
王友清,Dong, Yiming,Wang, Haoqian,Xiao, Mancheng,Zhu, Shenggang,马鑫,梁丽
Spatiotemporal Local Analysis for Nonlinear Dynamic Process Monitoring[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2025-01-01
-
8. DOI
Wang, Youqing;Yin, Min;Wang, Hui;Ye, Xukai;Ma, Xin
Sample-Evaluation-Enhanced Machine Learning Approach for Fault Diagnosis of Hybrid Systems[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2024-01-01
-
9. DOI
王友清,侯佟泽,崔明亮,马鑫
Orthogonal Stationary Component Analysis for Nonstationary Process Monitoring[期刊论文]，IEEE Transactions on instrumentation and measurement，2023-08-18
-
10. DOI
Ma, Xin;Wu, Dehao;Gao, Shaoxu;Hou, Tongze;Wang, Youqing
Autocorrelation Feature Analysis for Dynamic Process Monitoring of Thermal Power Plants[期刊论文]，IEEE Transactions on Cybernetics，2023-08-01
-
11. DOI
Wang, Youqing;Hou, Tongze;Cui, Mingliang;Ma, Xin
Orthogonal Stationary Component Analysis for Nonstationary Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2023-01-01
-
12. DOI
Li, Qiankun;Ma, Xin;Cui, Mingliang;Hu, Yu;Zhao, Jingfeng;Wang, Youqing
Fault Diagnosis of Bearings and Gears Based on LiteNet With Feature Aggregation[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2023-01-01
-
13. DOI
Ma, Xin;Si, Yabin;Qin, Yihao;Wang, Youqing
Fault Detection for Dynamic Processes Based on Recursive Innovational Component Statistical Analysis[期刊论文]，IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING，2022-02-01
-
14. DOI
Chen, Qing;Liu, Zhanzhan;Ma, Xin;Wang, Youqing
Artificial Neural Correlation Analysis for Performance-Indicator-Related Nonlinear Process Monitoring[期刊论文]，IEEE Transactions on Industrial Informatics，2022-02-01
-
15. DOI
Ma, Xin;Liu, Zhanzhan;Zheng, Mingxing;Wang, Youqing
Application and exploration of self-attention mechanism in dynamic process monitoring[会议论文]，IFAC-PapersOnLine，2022-01-01
[+][-]
2030年
-
1. DOI
王友清,叶旭铠,冯越,Haoqian Wang,林晓帆,马鑫,张一飞
BBATProt: a framework predicting biological function with enhanced feature extraction via interpretable deep learning[期刊论文]，BRIEFINGS IN BIOINFORMATICS，2025-11-10
-
2. DOI
王友清,侯佟泽,崔明亮,Tao Chen,马鑫
Monitoring and Fault Risk Analysis for Nonlinear Dynamic Processes Based on Kernel Dynamic Regression Model[期刊论文]，IEEE Transactions on Control Systems Technology，2025-10-06
-
3. DOI
王友清,Wang, Haoqian,Hou, Tongze,Ye, Xukai,Simani, Silvio,马鑫
Jarque-Bera-Based Artificial Neural Correlation Analysis for Nonlinear and Non-Gaussian Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS，2025-09-01
-
4. DOI
王友清,郑明星,崔明亮,侯佟泽,Jie Zhang,马鑫
Multimode Monitoring Method Based on Adaptive Importance Coding Dictionary Learning[期刊论文]，IEEE TRANSACTIONS ON RELIABILITY，2025-08-14
-
5. DOI
Cui, Mingliang;Wang, Youqing;Guo, Jipeng;Hou, Tongze;Ma, Xin
A Dynamic Process Modeling Method Based on Bipartite Graph and Recursive Monitoring for Catalytic Cracking Unit[期刊论文]，IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY，2025-06-12
-
6. DOI
马鑫,Tao Chen,王友清
Dynamic Process Monitoring Based on Dot Product Feature Analysis for Thermal Power Plants[期刊论文]，IEEE/CAA JOURNAL OF AUTOMATICA SINICA，2025-02-01
-
7. DOI
王友清,Dong, Yiming,Wang, Haoqian,Xiao, Mancheng,Zhu, Shenggang,马鑫,梁丽
Spatiotemporal Local Analysis for Nonlinear Dynamic Process Monitoring[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2025-01-01
-
8. DOI
Wang, Youqing;Yin, Min;Wang, Hui;Ye, Xukai;Ma, Xin
Sample-Evaluation-Enhanced Machine Learning Approach for Fault Diagnosis of Hybrid Systems[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2024-01-01
-
9. DOI
王友清,侯佟泽,崔明亮,马鑫
Orthogonal Stationary Component Analysis for Nonstationary Process Monitoring[期刊论文]，IEEE Transactions on instrumentation and measurement，2023-08-18
-
10. DOI
Ma, Xin;Wu, Dehao;Gao, Shaoxu;Hou, Tongze;Wang, Youqing
Autocorrelation Feature Analysis for Dynamic Process Monitoring of Thermal Power Plants[期刊论文]，IEEE Transactions on Cybernetics，2023-08-01
-
11. DOI
Wang, Youqing;Hou, Tongze;Cui, Mingliang;Ma, Xin
Orthogonal Stationary Component Analysis for Nonstationary Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2023-01-01
-
12. DOI
Li, Qiankun;Ma, Xin;Cui, Mingliang;Hu, Yu;Zhao, Jingfeng;Wang, Youqing
Fault Diagnosis of Bearings and Gears Based on LiteNet With Feature Aggregation[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2023-01-01
-
13. DOI
Ma, Xin;Si, Yabin;Qin, Yihao;Wang, Youqing
Fault Detection for Dynamic Processes Based on Recursive Innovational Component Statistical Analysis[期刊论文]，IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING，2022-02-01
-
14. DOI
Chen, Qing;Liu, Zhanzhan;Ma, Xin;Wang, Youqing
Artificial Neural Correlation Analysis for Performance-Indicator-Related Nonlinear Process Monitoring[期刊论文]，IEEE Transactions on Industrial Informatics，2022-02-01
-
15. DOI
Ma, Xin;Liu, Zhanzhan;Zheng, Mingxing;Wang, Youqing
Application and exploration of self-attention mechanism in dynamic process monitoring[会议论文]，IFAC-PapersOnLine，2022-01-01
[+][-]
2029年
-
1. DOI
王友清,叶旭铠,冯越,Haoqian Wang,林晓帆,马鑫,张一飞
BBATProt: a framework predicting biological function with enhanced feature extraction via interpretable deep learning[期刊论文]，BRIEFINGS IN BIOINFORMATICS，2025-11-10
-
2. DOI
王友清,侯佟泽,崔明亮,Tao Chen,马鑫
Monitoring and Fault Risk Analysis for Nonlinear Dynamic Processes Based on Kernel Dynamic Regression Model[期刊论文]，IEEE Transactions on Control Systems Technology，2025-10-06
-
3. DOI
王友清,Wang, Haoqian,Hou, Tongze,Ye, Xukai,Simani, Silvio,马鑫
Jarque-Bera-Based Artificial Neural Correlation Analysis for Nonlinear and Non-Gaussian Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS，2025-09-01
-
4. DOI
王友清,郑明星,崔明亮,侯佟泽,Jie Zhang,马鑫
Multimode Monitoring Method Based on Adaptive Importance Coding Dictionary Learning[期刊论文]，IEEE TRANSACTIONS ON RELIABILITY，2025-08-14
-
5. DOI
Cui, Mingliang;Wang, Youqing;Guo, Jipeng;Hou, Tongze;Ma, Xin
A Dynamic Process Modeling Method Based on Bipartite Graph and Recursive Monitoring for Catalytic Cracking Unit[期刊论文]，IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY，2025-06-12
-
6. DOI
马鑫,Tao Chen,王友清
Dynamic Process Monitoring Based on Dot Product Feature Analysis for Thermal Power Plants[期刊论文]，IEEE/CAA JOURNAL OF AUTOMATICA SINICA，2025-02-01
-
7. DOI
王友清,Dong, Yiming,Wang, Haoqian,Xiao, Mancheng,Zhu, Shenggang,马鑫,梁丽
Spatiotemporal Local Analysis for Nonlinear Dynamic Process Monitoring[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2025-01-01
-
8. DOI
Wang, Youqing;Yin, Min;Wang, Hui;Ye, Xukai;Ma, Xin
Sample-Evaluation-Enhanced Machine Learning Approach for Fault Diagnosis of Hybrid Systems[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2024-01-01
-
9. DOI
王友清,侯佟泽,崔明亮,马鑫
Orthogonal Stationary Component Analysis for Nonstationary Process Monitoring[期刊论文]，IEEE Transactions on instrumentation and measurement，2023-08-18
-
10. DOI
Ma, Xin;Wu, Dehao;Gao, Shaoxu;Hou, Tongze;Wang, Youqing
Autocorrelation Feature Analysis for Dynamic Process Monitoring of Thermal Power Plants[期刊论文]，IEEE Transactions on Cybernetics，2023-08-01
-
11. DOI
Wang, Youqing;Hou, Tongze;Cui, Mingliang;Ma, Xin
Orthogonal Stationary Component Analysis for Nonstationary Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2023-01-01
-
12. DOI
Li, Qiankun;Ma, Xin;Cui, Mingliang;Hu, Yu;Zhao, Jingfeng;Wang, Youqing
Fault Diagnosis of Bearings and Gears Based on LiteNet With Feature Aggregation[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2023-01-01
-
13. DOI
Ma, Xin;Si, Yabin;Qin, Yihao;Wang, Youqing
Fault Detection for Dynamic Processes Based on Recursive Innovational Component Statistical Analysis[期刊论文]，IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING，2022-02-01
-
14. DOI
Chen, Qing;Liu, Zhanzhan;Ma, Xin;Wang, Youqing
Artificial Neural Correlation Analysis for Performance-Indicator-Related Nonlinear Process Monitoring[期刊论文]，IEEE Transactions on Industrial Informatics，2022-02-01
-
15. DOI
Ma, Xin;Liu, Zhanzhan;Zheng, Mingxing;Wang, Youqing
Application and exploration of self-attention mechanism in dynamic process monitoring[会议论文]，IFAC-PapersOnLine，2022-01-01
[+][-]
2028年
-
1. DOI
王友清,叶旭铠,冯越,Haoqian Wang,林晓帆,马鑫,张一飞
BBATProt: a framework predicting biological function with enhanced feature extraction via interpretable deep learning[期刊论文]，BRIEFINGS IN BIOINFORMATICS，2025-11-10
-
2. DOI
王友清,侯佟泽,崔明亮,Tao Chen,马鑫
Monitoring and Fault Risk Analysis for Nonlinear Dynamic Processes Based on Kernel Dynamic Regression Model[期刊论文]，IEEE Transactions on Control Systems Technology，2025-10-06
-
3. DOI
王友清,Wang, Haoqian,Hou, Tongze,Ye, Xukai,Simani, Silvio,马鑫
Jarque-Bera-Based Artificial Neural Correlation Analysis for Nonlinear and Non-Gaussian Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS，2025-09-01
-
4. DOI
王友清,郑明星,崔明亮,侯佟泽,Jie Zhang,马鑫
Multimode Monitoring Method Based on Adaptive Importance Coding Dictionary Learning[期刊论文]，IEEE TRANSACTIONS ON RELIABILITY，2025-08-14
-
5. DOI
Cui, Mingliang;Wang, Youqing;Guo, Jipeng;Hou, Tongze;Ma, Xin
A Dynamic Process Modeling Method Based on Bipartite Graph and Recursive Monitoring for Catalytic Cracking Unit[期刊论文]，IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY，2025-06-12
-
6. DOI
马鑫,Tao Chen,王友清
Dynamic Process Monitoring Based on Dot Product Feature Analysis for Thermal Power Plants[期刊论文]，IEEE/CAA JOURNAL OF AUTOMATICA SINICA，2025-02-01
-
7. DOI
王友清,Dong, Yiming,Wang, Haoqian,Xiao, Mancheng,Zhu, Shenggang,马鑫,梁丽
Spatiotemporal Local Analysis for Nonlinear Dynamic Process Monitoring[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2025-01-01
-
8. DOI
Wang, Youqing;Yin, Min;Wang, Hui;Ye, Xukai;Ma, Xin
Sample-Evaluation-Enhanced Machine Learning Approach for Fault Diagnosis of Hybrid Systems[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2024-01-01
-
9. DOI
王友清,侯佟泽,崔明亮,马鑫
Orthogonal Stationary Component Analysis for Nonstationary Process Monitoring[期刊论文]，IEEE Transactions on instrumentation and measurement，2023-08-18
-
10. DOI
Ma, Xin;Wu, Dehao;Gao, Shaoxu;Hou, Tongze;Wang, Youqing
Autocorrelation Feature Analysis for Dynamic Process Monitoring of Thermal Power Plants[期刊论文]，IEEE Transactions on Cybernetics，2023-08-01
-
11. DOI
Wang, Youqing;Hou, Tongze;Cui, Mingliang;Ma, Xin
Orthogonal Stationary Component Analysis for Nonstationary Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2023-01-01
-
12. DOI
Li, Qiankun;Ma, Xin;Cui, Mingliang;Hu, Yu;Zhao, Jingfeng;Wang, Youqing
Fault Diagnosis of Bearings and Gears Based on LiteNet With Feature Aggregation[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2023-01-01
-
13. DOI
Ma, Xin;Si, Yabin;Qin, Yihao;Wang, Youqing
Fault Detection for Dynamic Processes Based on Recursive Innovational Component Statistical Analysis[期刊论文]，IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING，2022-02-01
-
14. DOI
Chen, Qing;Liu, Zhanzhan;Ma, Xin;Wang, Youqing
Artificial Neural Correlation Analysis for Performance-Indicator-Related Nonlinear Process Monitoring[期刊论文]，IEEE Transactions on Industrial Informatics，2022-02-01
-
15. DOI
Ma, Xin;Liu, Zhanzhan;Zheng, Mingxing;Wang, Youqing
Application and exploration of self-attention mechanism in dynamic process monitoring[会议论文]，IFAC-PapersOnLine，2022-01-01
[+][-]
2027年
-
1. DOI
王友清,叶旭铠,冯越,Haoqian Wang,林晓帆,马鑫,张一飞
BBATProt: a framework predicting biological function with enhanced feature extraction via interpretable deep learning[期刊论文]，BRIEFINGS IN BIOINFORMATICS，2025-11-10
-
2. DOI
王友清,侯佟泽,崔明亮,Tao Chen,马鑫
Monitoring and Fault Risk Analysis for Nonlinear Dynamic Processes Based on Kernel Dynamic Regression Model[期刊论文]，IEEE Transactions on Control Systems Technology，2025-10-06
-
3. DOI
王友清,Wang, Haoqian,Hou, Tongze,Ye, Xukai,Simani, Silvio,马鑫
Jarque-Bera-Based Artificial Neural Correlation Analysis for Nonlinear and Non-Gaussian Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS，2025-09-01
-
4. DOI
王友清,郑明星,崔明亮,侯佟泽,Jie Zhang,马鑫
Multimode Monitoring Method Based on Adaptive Importance Coding Dictionary Learning[期刊论文]，IEEE TRANSACTIONS ON RELIABILITY，2025-08-14
-
5. DOI
Cui, Mingliang;Wang, Youqing;Guo, Jipeng;Hou, Tongze;Ma, Xin
A Dynamic Process Modeling Method Based on Bipartite Graph and Recursive Monitoring for Catalytic Cracking Unit[期刊论文]，IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY，2025-06-12
-
6. DOI
马鑫,Tao Chen,王友清
Dynamic Process Monitoring Based on Dot Product Feature Analysis for Thermal Power Plants[期刊论文]，IEEE/CAA JOURNAL OF AUTOMATICA SINICA，2025-02-01
-
7. DOI
王友清,Dong, Yiming,Wang, Haoqian,Xiao, Mancheng,Zhu, Shenggang,马鑫,梁丽
Spatiotemporal Local Analysis for Nonlinear Dynamic Process Monitoring[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2025-01-01
-
8. DOI
Wang, Youqing;Yin, Min;Wang, Hui;Ye, Xukai;Ma, Xin
Sample-Evaluation-Enhanced Machine Learning Approach for Fault Diagnosis of Hybrid Systems[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2024-01-01
-
9. DOI
王友清,侯佟泽,崔明亮,马鑫
Orthogonal Stationary Component Analysis for Nonstationary Process Monitoring[期刊论文]，IEEE Transactions on instrumentation and measurement，2023-08-18
-
10. DOI
Ma, Xin;Wu, Dehao;Gao, Shaoxu;Hou, Tongze;Wang, Youqing
Autocorrelation Feature Analysis for Dynamic Process Monitoring of Thermal Power Plants[期刊论文]，IEEE Transactions on Cybernetics，2023-08-01
-
11. DOI
Wang, Youqing;Hou, Tongze;Cui, Mingliang;Ma, Xin
Orthogonal Stationary Component Analysis for Nonstationary Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2023-01-01
-
12. DOI
Li, Qiankun;Ma, Xin;Cui, Mingliang;Hu, Yu;Zhao, Jingfeng;Wang, Youqing
Fault Diagnosis of Bearings and Gears Based on LiteNet With Feature Aggregation[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2023-01-01
-
13. DOI
Ma, Xin;Si, Yabin;Qin, Yihao;Wang, Youqing
Fault Detection for Dynamic Processes Based on Recursive Innovational Component Statistical Analysis[期刊论文]，IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING，2022-02-01
-
14. DOI
Chen, Qing;Liu, Zhanzhan;Ma, Xin;Wang, Youqing
Artificial Neural Correlation Analysis for Performance-Indicator-Related Nonlinear Process Monitoring[期刊论文]，IEEE Transactions on Industrial Informatics，2022-02-01
-
15. DOI
Ma, Xin;Liu, Zhanzhan;Zheng, Mingxing;Wang, Youqing
Application and exploration of self-attention mechanism in dynamic process monitoring[会议论文]，IFAC-PapersOnLine，2022-01-01
[+][-]
2026年
-
1. DOI
王友清,叶旭铠,冯越,Haoqian Wang,林晓帆,马鑫,张一飞
BBATProt: a framework predicting biological function with enhanced feature extraction via interpretable deep learning[期刊论文]，BRIEFINGS IN BIOINFORMATICS，2025-11-10
-
2. DOI
王友清,侯佟泽,崔明亮,Tao Chen,马鑫
Monitoring and Fault Risk Analysis for Nonlinear Dynamic Processes Based on Kernel Dynamic Regression Model[期刊论文]，IEEE Transactions on Control Systems Technology，2025-10-06
-
3. DOI
王友清,Wang, Haoqian,Hou, Tongze,Ye, Xukai,Simani, Silvio,马鑫
Jarque-Bera-Based Artificial Neural Correlation Analysis for Nonlinear and Non-Gaussian Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS，2025-09-01
-
4. DOI
王友清,郑明星,崔明亮,侯佟泽,Jie Zhang,马鑫
Multimode Monitoring Method Based on Adaptive Importance Coding Dictionary Learning[期刊论文]，IEEE TRANSACTIONS ON RELIABILITY，2025-08-14
-
5. DOI
Cui, Mingliang;Wang, Youqing;Guo, Jipeng;Hou, Tongze;Ma, Xin
A Dynamic Process Modeling Method Based on Bipartite Graph and Recursive Monitoring for Catalytic Cracking Unit[期刊论文]，IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY，2025-06-12
-
6. DOI
马鑫,Tao Chen,王友清
Dynamic Process Monitoring Based on Dot Product Feature Analysis for Thermal Power Plants[期刊论文]，IEEE/CAA JOURNAL OF AUTOMATICA SINICA，2025-02-01
-
7. DOI
王友清,Dong, Yiming,Wang, Haoqian,Xiao, Mancheng,Zhu, Shenggang,马鑫,梁丽
Spatiotemporal Local Analysis for Nonlinear Dynamic Process Monitoring[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2025-01-01
-
8. DOI
Wang, Youqing;Yin, Min;Wang, Hui;Ye, Xukai;Ma, Xin
Sample-Evaluation-Enhanced Machine Learning Approach for Fault Diagnosis of Hybrid Systems[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2024-01-01
-
9. DOI
王友清,侯佟泽,崔明亮,马鑫
Orthogonal Stationary Component Analysis for Nonstationary Process Monitoring[期刊论文]，IEEE Transactions on instrumentation and measurement，2023-08-18
-
10. DOI
Ma, Xin;Wu, Dehao;Gao, Shaoxu;Hou, Tongze;Wang, Youqing
Autocorrelation Feature Analysis for Dynamic Process Monitoring of Thermal Power Plants[期刊论文]，IEEE Transactions on Cybernetics，2023-08-01
-
11. DOI
Wang, Youqing;Hou, Tongze;Cui, Mingliang;Ma, Xin
Orthogonal Stationary Component Analysis for Nonstationary Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2023-01-01
-
12. DOI
Li, Qiankun;Ma, Xin;Cui, Mingliang;Hu, Yu;Zhao, Jingfeng;Wang, Youqing
Fault Diagnosis of Bearings and Gears Based on LiteNet With Feature Aggregation[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2023-01-01
-
13. DOI
Ma, Xin;Si, Yabin;Qin, Yihao;Wang, Youqing
Fault Detection for Dynamic Processes Based on Recursive Innovational Component Statistical Analysis[期刊论文]，IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING，2022-02-01
-
14. DOI
Chen, Qing;Liu, Zhanzhan;Ma, Xin;Wang, Youqing
Artificial Neural Correlation Analysis for Performance-Indicator-Related Nonlinear Process Monitoring[期刊论文]，IEEE Transactions on Industrial Informatics，2022-02-01
-
15. DOI
Ma, Xin;Liu, Zhanzhan;Zheng, Mingxing;Wang, Youqing
Application and exploration of self-attention mechanism in dynamic process monitoring[会议论文]，IFAC-PapersOnLine，2022-01-01
[+][-]
2025年
-
1. DOI
王友清,叶旭铠,冯越,Haoqian Wang,林晓帆,马鑫,张一飞
BBATProt: a framework predicting biological function with enhanced feature extraction via interpretable deep learning[期刊论文]，BRIEFINGS IN BIOINFORMATICS，2025-11-10
-
2. DOI
王友清,侯佟泽,崔明亮,Tao Chen,马鑫
Monitoring and Fault Risk Analysis for Nonlinear Dynamic Processes Based on Kernel Dynamic Regression Model[期刊论文]，IEEE Transactions on Control Systems Technology，2025-10-06
-
3. DOI
王友清,Wang, Haoqian,Hou, Tongze,Ye, Xukai,Simani, Silvio,马鑫
Jarque-Bera-Based Artificial Neural Correlation Analysis for Nonlinear and Non-Gaussian Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS，2025-09-01
-
4. DOI
王友清,郑明星,崔明亮,侯佟泽,Jie Zhang,马鑫
Multimode Monitoring Method Based on Adaptive Importance Coding Dictionary Learning[期刊论文]，IEEE TRANSACTIONS ON RELIABILITY，2025-08-14
-
5. DOI
Cui, Mingliang;Wang, Youqing;Guo, Jipeng;Hou, Tongze;Ma, Xin
A Dynamic Process Modeling Method Based on Bipartite Graph and Recursive Monitoring for Catalytic Cracking Unit[期刊论文]，IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY，2025-06-12
-
6. DOI
马鑫,Tao Chen,王友清
Dynamic Process Monitoring Based on Dot Product Feature Analysis for Thermal Power Plants[期刊论文]，IEEE/CAA JOURNAL OF AUTOMATICA SINICA，2025-02-01
-
7. DOI
王友清,Dong, Yiming,Wang, Haoqian,Xiao, Mancheng,Zhu, Shenggang,马鑫,梁丽
Spatiotemporal Local Analysis for Nonlinear Dynamic Process Monitoring[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2025-01-01
-
8. DOI
Wang, Youqing;Yin, Min;Wang, Hui;Ye, Xukai;Ma, Xin
Sample-Evaluation-Enhanced Machine Learning Approach for Fault Diagnosis of Hybrid Systems[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2024-01-01
-
9. DOI
王友清,侯佟泽,崔明亮,马鑫
Orthogonal Stationary Component Analysis for Nonstationary Process Monitoring[期刊论文]，IEEE Transactions on instrumentation and measurement，2023-08-18
-
10. DOI
Ma, Xin;Wu, Dehao;Gao, Shaoxu;Hou, Tongze;Wang, Youqing
Autocorrelation Feature Analysis for Dynamic Process Monitoring of Thermal Power Plants[期刊论文]，IEEE Transactions on Cybernetics，2023-08-01
-
11. DOI
Wang, Youqing;Hou, Tongze;Cui, Mingliang;Ma, Xin
Orthogonal Stationary Component Analysis for Nonstationary Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2023-01-01
-
12. DOI
Li, Qiankun;Ma, Xin;Cui, Mingliang;Hu, Yu;Zhao, Jingfeng;Wang, Youqing
Fault Diagnosis of Bearings and Gears Based on LiteNet With Feature Aggregation[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2023-01-01
-
13. DOI
Ma, Xin;Si, Yabin;Qin, Yihao;Wang, Youqing
Fault Detection for Dynamic Processes Based on Recursive Innovational Component Statistical Analysis[期刊论文]，IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING，2022-02-01
-
14. DOI
Chen, Qing;Liu, Zhanzhan;Ma, Xin;Wang, Youqing
Artificial Neural Correlation Analysis for Performance-Indicator-Related Nonlinear Process Monitoring[期刊论文]，IEEE Transactions on Industrial Informatics，2022-02-01
-
15. DOI
Ma, Xin;Liu, Zhanzhan;Zheng, Mingxing;Wang, Youqing
Application and exploration of self-attention mechanism in dynamic process monitoring[会议论文]，IFAC-PapersOnLine，2022-01-01
[+][-]
2024年
-
1. DOI
王友清,叶旭铠,冯越,Haoqian Wang,林晓帆,马鑫,张一飞
BBATProt: a framework predicting biological function with enhanced feature extraction via interpretable deep learning[期刊论文]，BRIEFINGS IN BIOINFORMATICS，2025-11-10
-
2. DOI
王友清,侯佟泽,崔明亮,Tao Chen,马鑫
Monitoring and Fault Risk Analysis for Nonlinear Dynamic Processes Based on Kernel Dynamic Regression Model[期刊论文]，IEEE Transactions on Control Systems Technology，2025-10-06
-
3. DOI
王友清,Wang, Haoqian,Hou, Tongze,Ye, Xukai,Simani, Silvio,马鑫
Jarque-Bera-Based Artificial Neural Correlation Analysis for Nonlinear and Non-Gaussian Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS，2025-09-01
-
4. DOI
王友清,郑明星,崔明亮,侯佟泽,Jie Zhang,马鑫
Multimode Monitoring Method Based on Adaptive Importance Coding Dictionary Learning[期刊论文]，IEEE TRANSACTIONS ON RELIABILITY，2025-08-14
-
5. DOI
Cui, Mingliang;Wang, Youqing;Guo, Jipeng;Hou, Tongze;Ma, Xin
A Dynamic Process Modeling Method Based on Bipartite Graph and Recursive Monitoring for Catalytic Cracking Unit[期刊论文]，IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY，2025-06-12
-
6. DOI
马鑫,Tao Chen,王友清
Dynamic Process Monitoring Based on Dot Product Feature Analysis for Thermal Power Plants[期刊论文]，IEEE/CAA JOURNAL OF AUTOMATICA SINICA，2025-02-01
-
7. DOI
王友清,Dong, Yiming,Wang, Haoqian,Xiao, Mancheng,Zhu, Shenggang,马鑫,梁丽
Spatiotemporal Local Analysis for Nonlinear Dynamic Process Monitoring[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2025-01-01
-
8. DOI
Wang, Youqing;Yin, Min;Wang, Hui;Ye, Xukai;Ma, Xin
Sample-Evaluation-Enhanced Machine Learning Approach for Fault Diagnosis of Hybrid Systems[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2024-01-01
-
9. DOI
王友清,侯佟泽,崔明亮,马鑫
Orthogonal Stationary Component Analysis for Nonstationary Process Monitoring[期刊论文]，IEEE Transactions on instrumentation and measurement，2023-08-18
-
10. DOI
Ma, Xin;Wu, Dehao;Gao, Shaoxu;Hou, Tongze;Wang, Youqing
Autocorrelation Feature Analysis for Dynamic Process Monitoring of Thermal Power Plants[期刊论文]，IEEE Transactions on Cybernetics，2023-08-01
-
11. DOI
Wang, Youqing;Hou, Tongze;Cui, Mingliang;Ma, Xin
Orthogonal Stationary Component Analysis for Nonstationary Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2023-01-01
-
12. DOI
Li, Qiankun;Ma, Xin;Cui, Mingliang;Hu, Yu;Zhao, Jingfeng;Wang, Youqing
Fault Diagnosis of Bearings and Gears Based on LiteNet With Feature Aggregation[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2023-01-01
-
13. DOI
Ma, Xin;Si, Yabin;Qin, Yihao;Wang, Youqing
Fault Detection for Dynamic Processes Based on Recursive Innovational Component Statistical Analysis[期刊论文]，IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING，2022-02-01
-
14. DOI
Chen, Qing;Liu, Zhanzhan;Ma, Xin;Wang, Youqing
Artificial Neural Correlation Analysis for Performance-Indicator-Related Nonlinear Process Monitoring[期刊论文]，IEEE Transactions on Industrial Informatics，2022-02-01
-
15. DOI
Ma, Xin;Liu, Zhanzhan;Zheng, Mingxing;Wang, Youqing
Application and exploration of self-attention mechanism in dynamic process monitoring[会议论文]，IFAC-PapersOnLine，2022-01-01
[+][-]
2023年
-
1. DOI
王友清,叶旭铠,冯越,Haoqian Wang,林晓帆,马鑫,张一飞
BBATProt: a framework predicting biological function with enhanced feature extraction via interpretable deep learning[期刊论文]，BRIEFINGS IN BIOINFORMATICS，2025-11-10
-
2. DOI
王友清,侯佟泽,崔明亮,Tao Chen,马鑫
Monitoring and Fault Risk Analysis for Nonlinear Dynamic Processes Based on Kernel Dynamic Regression Model[期刊论文]，IEEE Transactions on Control Systems Technology，2025-10-06
-
3. DOI
王友清,Wang, Haoqian,Hou, Tongze,Ye, Xukai,Simani, Silvio,马鑫
Jarque-Bera-Based Artificial Neural Correlation Analysis for Nonlinear and Non-Gaussian Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS，2025-09-01
-
4. DOI
王友清,郑明星,崔明亮,侯佟泽,Jie Zhang,马鑫
Multimode Monitoring Method Based on Adaptive Importance Coding Dictionary Learning[期刊论文]，IEEE TRANSACTIONS ON RELIABILITY，2025-08-14
-
5. DOI
Cui, Mingliang;Wang, Youqing;Guo, Jipeng;Hou, Tongze;Ma, Xin
A Dynamic Process Modeling Method Based on Bipartite Graph and Recursive Monitoring for Catalytic Cracking Unit[期刊论文]，IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY，2025-06-12
-
6. DOI
马鑫,Tao Chen,王友清
Dynamic Process Monitoring Based on Dot Product Feature Analysis for Thermal Power Plants[期刊论文]，IEEE/CAA JOURNAL OF AUTOMATICA SINICA，2025-02-01
-
7. DOI
王友清,Dong, Yiming,Wang, Haoqian,Xiao, Mancheng,Zhu, Shenggang,马鑫,梁丽
Spatiotemporal Local Analysis for Nonlinear Dynamic Process Monitoring[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2025-01-01
-
8. DOI
Wang, Youqing;Yin, Min;Wang, Hui;Ye, Xukai;Ma, Xin
Sample-Evaluation-Enhanced Machine Learning Approach for Fault Diagnosis of Hybrid Systems[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2024-01-01
-
9. DOI
王友清,侯佟泽,崔明亮,马鑫
Orthogonal Stationary Component Analysis for Nonstationary Process Monitoring[期刊论文]，IEEE Transactions on instrumentation and measurement，2023-08-18
-
10. DOI
Ma, Xin;Wu, Dehao;Gao, Shaoxu;Hou, Tongze;Wang, Youqing
Autocorrelation Feature Analysis for Dynamic Process Monitoring of Thermal Power Plants[期刊论文]，IEEE Transactions on Cybernetics，2023-08-01
-
11. DOI
Wang, Youqing;Hou, Tongze;Cui, Mingliang;Ma, Xin
Orthogonal Stationary Component Analysis for Nonstationary Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2023-01-01
-
12. DOI
Li, Qiankun;Ma, Xin;Cui, Mingliang;Hu, Yu;Zhao, Jingfeng;Wang, Youqing
Fault Diagnosis of Bearings and Gears Based on LiteNet With Feature Aggregation[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2023-01-01
-
13. DOI
Ma, Xin;Si, Yabin;Qin, Yihao;Wang, Youqing
Fault Detection for Dynamic Processes Based on Recursive Innovational Component Statistical Analysis[期刊论文]，IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING，2022-02-01
-
14. DOI
Chen, Qing;Liu, Zhanzhan;Ma, Xin;Wang, Youqing
Artificial Neural Correlation Analysis for Performance-Indicator-Related Nonlinear Process Monitoring[期刊论文]，IEEE Transactions on Industrial Informatics，2022-02-01
-
15. DOI
Ma, Xin;Liu, Zhanzhan;Zheng, Mingxing;Wang, Youqing
Application and exploration of self-attention mechanism in dynamic process monitoring[会议论文]，IFAC-PapersOnLine，2022-01-01
[+][-]2023年之前
-
1. DOI
王友清,叶旭铠,冯越,Haoqian Wang,林晓帆,马鑫,张一飞
BBATProt: a framework predicting biological function with enhanced feature extraction via interpretable deep learning[期刊论文]，BRIEFINGS IN BIOINFORMATICS，2025-11-10
-
2. DOI
王友清,侯佟泽,崔明亮,Tao Chen,马鑫
Monitoring and Fault Risk Analysis for Nonlinear Dynamic Processes Based on Kernel Dynamic Regression Model[期刊论文]，IEEE Transactions on Control Systems Technology，2025-10-06
-
3. DOI
王友清,Wang, Haoqian,Hou, Tongze,Ye, Xukai,Simani, Silvio,马鑫
Jarque-Bera-Based Artificial Neural Correlation Analysis for Nonlinear and Non-Gaussian Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS，2025-09-01
-
4. DOI
王友清,郑明星,崔明亮,侯佟泽,Jie Zhang,马鑫
Multimode Monitoring Method Based on Adaptive Importance Coding Dictionary Learning[期刊论文]，IEEE TRANSACTIONS ON RELIABILITY，2025-08-14
-
5. DOI
Cui, Mingliang;Wang, Youqing;Guo, Jipeng;Hou, Tongze;Ma, Xin
A Dynamic Process Modeling Method Based on Bipartite Graph and Recursive Monitoring for Catalytic Cracking Unit[期刊论文]，IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY，2025-06-12
-
6. DOI
马鑫,Tao Chen,王友清
Dynamic Process Monitoring Based on Dot Product Feature Analysis for Thermal Power Plants[期刊论文]，IEEE/CAA JOURNAL OF AUTOMATICA SINICA，2025-02-01
-
7. DOI
王友清,Dong, Yiming,Wang, Haoqian,Xiao, Mancheng,Zhu, Shenggang,马鑫,梁丽
Spatiotemporal Local Analysis for Nonlinear Dynamic Process Monitoring[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2025-01-01
-
8. DOI
Wang, Youqing;Yin, Min;Wang, Hui;Ye, Xukai;Ma, Xin
Sample-Evaluation-Enhanced Machine Learning Approach for Fault Diagnosis of Hybrid Systems[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2024-01-01
-
9. DOI
王友清,侯佟泽,崔明亮,马鑫
Orthogonal Stationary Component Analysis for Nonstationary Process Monitoring[期刊论文]，IEEE Transactions on instrumentation and measurement，2023-08-18
-
10. DOI
Ma, Xin;Wu, Dehao;Gao, Shaoxu;Hou, Tongze;Wang, Youqing
Autocorrelation Feature Analysis for Dynamic Process Monitoring of Thermal Power Plants[期刊论文]，IEEE Transactions on Cybernetics，2023-08-01
-
11. DOI
Wang, Youqing;Hou, Tongze;Cui, Mingliang;Ma, Xin
Orthogonal Stationary Component Analysis for Nonstationary Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2023-01-01
-
12. DOI
Li, Qiankun;Ma, Xin;Cui, Mingliang;Hu, Yu;Zhao, Jingfeng;Wang, Youqing
Fault Diagnosis of Bearings and Gears Based on LiteNet With Feature Aggregation[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2023-01-01
-
13. DOI
Ma, Xin;Si, Yabin;Qin, Yihao;Wang, Youqing
Fault Detection for Dynamic Processes Based on Recursive Innovational Component Statistical Analysis[期刊论文]，IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING，2022-02-01
-
14. DOI
Chen, Qing;Liu, Zhanzhan;Ma, Xin;Wang, Youqing
Artificial Neural Correlation Analysis for Performance-Indicator-Related Nonlinear Process Monitoring[期刊论文]，IEEE Transactions on Industrial Informatics，2022-02-01
-
15. DOI
Ma, Xin;Liu, Zhanzhan;Zheng, Mingxing;Wang, Youqing
Application and exploration of self-attention mechanism in dynamic process monitoring[会议论文]，IFAC-PapersOnLine，2022-01-01
荣誉及奖励
- 1. Multistep dynamic slow feature analysis for industrial process monitoring ，2025-10-01 00:00:00 ，其他 ，其他
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