博导个人简介
张凡：女，博士，副教授，博士生导师，“湖北省自然科学基金创新群体”学术骨干。
主要从事智能信号处理、5G/6G新型天线理论与应用和智能电磁感知及其识别等方面的研究工作。
项目：主持国家自然科学基金项目1项、湖北省科技重大专项项目1项、武汉市科技局项目1项，参与5项国家级、省部级项目。主持企业委托技术开发横向项目5项。
奖励：获得湖北省科技进步奖三等奖 1 项。
代表性论著：
1. Fan Zhang, Zi-xuan X, Ming-hu W*. Fault diagnosis method for lithium-ion batteries in electric vehicles using generalized dimensionless indicator and local outlier factor. Journal of Energy Storage, 2022, 52: 104963. （SCI收录，中科院二区）
2. Fan Zhang, Zi-xuan X, Ming-hu W*. State of health estimation for Li-ion battery using characteristic voltage intervals and genetic algorithm optimized back propagation neural network. Journal of Energy Storage, 2023, 57: 106277. （SCI收录，中科院二区）
3. Wu M, Sun M, Zhang Fan*, et al. A fault detection method of electric vehicle battery through Hausdorff distance and modified Z-score for real-world data. Journal of Energy Storage, 2023, 60:106561. （SCI收录，中科院二区）
4. Wu Minghu, Du Wanyin, Zhang Fan*, Zhao Nan, Wang Juan, Wang Lujun, Huang Wei. Fault Diagnosis Method for Lithium-Ion Battery Packs in Real-World Electric Vehicles Based on K-Means and the Fréchet Algorithm. ACS omega, 2022, 7(44):40145-40162. （SCI收录，中科院三区）
5. Fan Zhang, Xin Chen, Xiangguo Huang, Jingwei Pan, Dingfeng Yu, Bokun He, Juan Wang, Minghu Wu, Tong Zhou, Yunhua Zhang; Acquisition method for effective electromagnetic parameters of honeycomb structures based on FNN–INN. J. Appl. Phys. 7 May 2025; 137 (17): 174902. （SCI收录，中科院三区）
6.Wu M, Yue C, Zhang Fan*, Sun R, Tang J, Hu S, Zhao N, Wang J. State of Health Estimation and Remaining Useful Life Prediction of Lithium-Ion Batteries by Charging Feature Extraction and Ridge Regression. Applied Sciences. 2024; 14(8):3153. (SCI)
7.Minghu Wu, Yuhui Sheng，Fan Zhang*，Jing Tang，Sheng Hu，Nan Zhao，Juan Wang, Lujun Wang. Fault detection method for electric vehicle battery pack based on improved kurtosis and isolation forest. International Journal of Green Energy, 2025. . (SCI)
8. Minghu Wu, Rui Sun, Fan Zhang*, et al. Capacity estimation of lithium-ion battery based on charging voltage and GAF-LSTM [J]. International Journal of Green Energy. (SCI)
9. Fan Zhang, Yun-Hua Zhang, Si-Yuan He, Hong-Cheng Yin, Hua Nan, Ding-Feng Yu, Guo-Qiang Zhu. Numerical Simulation of Scattering by a Wedge with Periodic Anisotropic Impedance Faces. IEEE Transactions on Antennas and Propagation , 2014, 62(12): 6091-6101.(SCI收录，中科院二区)
所授课程：主要承担《数字图像处理》等研究生课程教学工作。
