教师简介


一、个人简介

张晓飞,1983年生,博士,中共党员,太阳城教授、博士生导师、岳麓学者特聘教授,湖南省杰出青年基金获得者,湖南省仪器仪表学会常务理事,IEEE Senior Member。主要从事电气与机电设备/电力系统的检测、监测、故障诊断、预测与健康管理,智能传感与信号处理,视觉感知与模式识别,数据融合与人工智能,结构完整性分析,仿真建模等领域的理论与应用研究。主持国家自然科学基金青年项目、面上项目、国家重点研发计划课题、GF基础加强计划项目课题、GF预研基金、湖南省重点研发计划项目等20余项。发表SCI论文40余篇,授权发明专利20余项,获省部级科学技术进步三等奖2项、三等功、中国自动化学会科技进步一等奖、湖南大学研究生教学成果奖、湖南省仪器仪表学会科技进步一等奖、湖南省教学创新大赛一等奖等奖项。

邮箱:zhangxiaofei@index58.com;QQ:564240696;微信号:tsahyopi

二、学习与工作经历

2002.09~2006.06国防科技大学机械工程及其自动化 学士

2006.09~2008.12国防科技大学机械电子工程 硕士

2009.03~2013.12国防科技大学机械电子工程 博士

2014.01~2018.10国防科技大学 讲师

2018.11~2023.12太阳城 副教授 博士生导师,岳麓学者晨星岗

2024.1 ~至今 太阳城 教授 博士生导师, 岳麓学者特聘教授

三、硕博士研究生招生与方向

1、电力系统及电气设备测试、诊断、预测与健康管理;

2、智能传感与信息处理、数据融合与人工智能、视觉感知与模式识别;

3、装备结构完整性建模与分析

招生类别:科学和专业硕士,工学和工程博士。

   招生专业:电气工程学硕、控制科学与工程学硕、电子信息类专硕、能源动力类专硕,电气工程工学博士、能源动力工程博士。

    欢迎电气、机械、仪器、控制及其他专业的同学报考!

四、主持科研课题

1.国家重点研发计划项目(课题):风电机群全寿命周期服役质量动态调控技术  

2.国家自然科学基金面上项目:基于视觉知识的永磁同步电机状态监测与故障诊断理论和方法研究 

3.基础加强计划(173)课题:服役环境下XXX多物理场耦合仿真分析  

4.湖南省重点研发计划项目:面向新能源汽车运行安全的驱动电机诊断与监测技术

5.国家自然科学基金青年项目:基于随机共振的直升机传动系统关键部件损伤信息精准检测理论与方法

6.国家重点研发计划项目子课题:基于产品大数据应用的电机故障诊断与寿命预测技术

7.预研基金项目:复杂系统远程保障智能云服务体系构建研究

8.湖南省杰出青年基金项目:2024JJ2024

五、代表性论文(第一或通讯作者)

       1.  Fengqin Huang, Xiaofei Zhang*, et al.  Demagnetization Fault Diagnosis of Permanent Magnet Synchronous Motors Using Magnetic Leakage Signals. IEEE Transactions on Industrial Informatics, 2022.(中科院1区期刊,高被引

2.  Yao Tang, Xiaofei Zhang*, et al. Graph Cardinality Preserved Attention Network for Fault Diagnosis of Induction Motor under Varying Speed and Load Condition. IEEE Transactions on Industrial Informatics, 2021.(中科院1区期刊)

3. Zhuo long, Xiaofei Zhang*, et al. Motor Fault Diagnosis Based on Scale Invariant Image Features. IEEE Transactions on Industrial Informatics, 2021.(中科院1区期刊)

4. Yao Tang, Xiaofei Zhang*, et al. Rotating Machine Systems Fault Diagnosis Using Semi-supervised Conditional Random Field Based Graph Attention Network[J].IEEE Transactions on Instrumentation & Measurement, 2021. (中科院2区期刊)

5. Zhuo long, Xiaofei Zhang*, et al.Motor Fault Diagnosis Using Image Visual Information and Bag of Words ModelIEEE Sensors Journal, 2021(中科院2区期刊)

6. Zhuo long, Xiaofei Zhang*, et al.  Motor Fault Diagnosis Using Attention Mechanism and Improved Adaboost Driven by Multi-sensor Information. Measurement, 2021.(中科院2区期刊)

7.  Jinping Xie, Xiaofei Zhang*, et al. Characteristics simulation method of megawatt three-blade horizontal axis wind turbine based on laboratory kilowatt low-power motor system. IEEE Transactions on Industry Applications, 2021. (中科院2区期刊)

8. Xiaofei Zhang⁠, et al. CFRP Barely Visible Impact Damage Inspection and Evaluation Based on Nonlinear Ultrasound Indicators. Composites part B, 2019.(中科院1区期刊)

9. Xiaofei Zhanget al. CFRP Impact Damage Inspection Based on Manifold Learning Using Ultrasonic Induced Thermography. IEEE Transactions on Industrial Informatics, 2018.(中科院1区期刊)

10. Xiaofei Zhang, et al. CFRP Barely Visible Impact Damage Inspection Based on Nonlinear Ultrasound Signal Sparse Reconstruction. IEEE Sensors Journal, 2018.(中科院2区期刊)

11. Xiaofei Zhang, ⁠et al. Stochastic Resonance in Multi-scale Bistable Array. Physics Letters A, 2013. (中科院2区期刊)

12. ZHANG Xiaofei, ⁠et al. Multi-scale bistable stochastic resonance array: A novel weak signal detection method and application in machine fault diagnosis. Science China Technological Science, 2013.(中科院3区期刊)

13. Xiaofei Zhang, ⁠et al. Fault Prediction for Electromechanical Equipment Based on Spatial-Temporal Graph Information. IEEE Transactions on Industrial Informatics, 2022.(中科院1区期刊)

14. Yujia Zhai, Chang Niu, Xiaofei Zhang*, ⁠et al. Modelling and Analysis on AC Loss of HTS Tapes with Magnetic Substrate under Harmonic Current in Power Systems. IEEE Transactions on Applied Superconductivity, 2022. (中科院3区期刊)

15. Yao Tang, Xiaofei Zhang*, ⁠et al. Multi-Sensor-Driven Motor Fault Diagnosis Method Based on Visual Features. IEEE Transactions on Industrial Informatics, 2022.(中科院1区期刊)

16. Jinping Xie, Xiaofei Zhang*, et al. Fault Detection of Permanent Magnet Synchronous Motor Based on Image Content RetrievalIEEE Transactions on Instrumentation & Measurement, 2023. (中科院2区期刊)

17. Xiaofei Zhang, Xin Peng, ⁠et al. Multi-Sensor-Driven Cross-Domain Motor Fault Diagnosis Based on Multi-Basis Energy Pattern. IEEE Sensors Journal, 2023. (中科院2区期刊)

18. Xiaofei Zhang, Jingbo Tang, ⁠et al. Few-shot Fault Diagnosis Based on Heterogeneous Information Fusion and Meta-learning. IEEE Sensors Journal, 2023. (中科院2区期刊)

19. Jinping Xie, Zhuo Long, Xiaofei Zhang*, et al. Demagnetization Fault Diagnosis of PMSM Using Custom Phase Space Reconstruction Image. IEEE Transactions on Instrumentation & Measurement, 2023. (中科院2区期刊)

20. Yinpeng Qu, Xiwei Wang, Xiaofei Zhang*, et al. An Adaptive Method for Multi-fault Diagnosis of Induction Motor under Sharp Changing Speed and Load Condition.  IEEE Transactions on Industrial Informatics, 2023.(中科院1区期刊)

21. Jinping Xie, Xiaofei Zhang*, et al. Custom Phase Space Reconstruction Image-driven Fault Diagnosis for PMSM under Few-labeled Samples. IEEE Transactions on Power Electronics, 2023. (中科院1区期刊)

22. Huanan Hu, Jingwei Gao, Xiaofei Zhang*, et al. Fast Online Fault Diagnosis for PMSM Based on Adaptation Model. IEEE Sensors Journal, 2024. (中科院2区期刊)

六、指导研究生毕业去向

 2021届博士 龙卓 长沙理工大学 讲师;2022届硕士 刘菲 国网河北省电力有限公司超高压分公司,方领 深圳市汇川技术股份有限公司,唐瑶 香港大学攻读博士;2023届博士 谢金平 中南林业科技大学 讲师,硕士 王玺帏 国网江苏省电力有限公司;2024届硕士 彭鑫 国网江西省电力有限公司,唐镜博 天津市选调生;2024届博士 黄凤琴 长沙理工大学 讲师