教育背景
2010.09-2016.01 北京航空航天大学,自动化学院,机械电子工程系 工学博士
2014.01-2015.01 爱尔兰国立科克大学,工程学院,电气电子系 联合培养博士
2006.09-2010.07 北京航空航天大学 高等工程学院(理科实验班),自动化专业 工学学士
工作经历
2016.01-2019.10,西南大学,计算机与信息科学学院,讲师
项目课题经历
科研项目
1.2018年 国家自然科学基金,基于宽波共振与激励偏移的非接触式流体速度感测方法研究,主持
2.2019年 重庆市雏鹰计划,恶劣视觉条件下的地形环境探测无人机设计,主持
3.2019年中央高校基本科研业务费专项基金, 恶劣成像环境的地形数据探测无人机设计,主持
4.2016年中央高校基本科研业务费专项基金,采用Lamb波的非接触式气体流量测量研究,主持
5.2016年西南大学博士基金(含引进人才计划)项目,空气耦合超声波检测系统的多物理场建模和波场可视化研究,主持
论文、成果、著作等
代表性论著
Advanced sensing and detecting
[1] Fan, Z.*, Zhou, Y., Qie, T., & Wang, Z. (2019). Quasi-dispersion of air-coupled ultrasonic signal for angle-dependent reception. Measurement, 148, 106935.
[2] Fan, Z.*, Qie, T., & Zhou, Y. (2019). Multiple reflective signal reception in gas flow measurement using air-coupled leaky Lamb waves. Measurement, 140, 342-353.
[3] Fan, Z., Jiang, W., & Wright, W. M.* (2018). Non-contact ultrasonic gas flow metering using air-coupled leaky Lamb waves. Ultrasonics, 89, 74-83.
[4] Fan, Z., Jiang, W., Cai, M., & Wright, W. M. D.*. (2016). The effects of air gap reflections during air-coupled leaky lamb wave inspection of thin plates. Ultrasonics, 65, 282-295.
[5] Xu, W., Fan, Z.*, Cai, M., Shi, Y., Tong, X., & Sun, J. (2015). Soft sensing method of LS-SVM using temperature time series for gas flow measurements. Metrology and Measurement Systems, 22(3), 383-392.
[6] Liao, P., Cai, M., Shi, Y., & Fan, Z. (2013). Compressed air leak detection based on time delay estimation using a portable multi-sensor ultrasonic detector. Measurement Science and Technology, 24(5), 055102.
[7] Fan, Z.*, Cai, M., & Wang, H.. (2012). An improved denoising algorithm based on wavelet transform modulus maxima for non-intrusive measurement signals. Measurement Science and Technology, 23(4), 045007.
[8] Fan, Z.*, Cai, M., & Xu, W.. (2012). Non-invasive and non-intrusive gas flow measurement based on the dynamic thermal characteristics of a pipeline. Measurement Science and Technology, 23(10), 105303.
[9] Fan, Z.*, Shi, Y., Sun, J., & Cai, M. (2013, November). A review of energy saving technologies on compressed air system. In IECON 2013-39th Annual Conference of the IEEE Industrial Electronics Society (pp. 7880-7885). IEEE. (Best paper award)
[10] Zhou, Y., & Fan, Z.* (2019, April). Multiphysics Model of Lamb Waves Propagation in A Plate Loaded with Droplets. In 2019 5th International Conference on Control, Automation and Robotics (ICCAR) (pp. 821-825). IEEE.
Applications of intelligence algorithms and statistical models
[1] Zhou, Y., Wu, T., Zhang, G., & Fan, Z.* (2019). A Multistory Building Evacuation Model Based on Multiple-Factor Analysis. Advances in Civil Engineering, 2019.
[2] Wu, T., Kong, F., & Fan, Z.* (2019, April). Road Model Design Based on Reward Function in Traffic Light Control. In 2019 5th International Conference on Control, Automation and Robotics (ICCAR) (pp. 407-412). IEEE.
[3] Fan, Z.*, Kong, F., Zhou, Y., Chen, Y., & Dai, Y. (2018). Intelligence Algorithms for Protein Classification by Mass Spectrometry. BioMed research international, 2018.
[4] Fan, X., Liang, Y., Sun, Y., & Fan, Z.* (2018, June). A Dual Traffic Network Coupled with Improved Delay Models to Estimate Travel Time in Urban Traffic Systems. In 2018 IEEE Intelligent Vehicles Symposium (IV) (pp. 1093-1098). IEEE.
[5] Guo, T., Wang, G., Zhang, Z., & Fan, Z. (2018, December). Prediction of Protein Subcellular Location Using the Information Entropy and the Auto Covariance Transformation. In Proceedings of the 2018 International Conference on Algorithms, Computing and Artificial Intelligence (p. 24). ACM.
[6] Bai, J., Fan, Z. C., Zhang, L. P., Xu, X. Y., & Zhang, Z. L. (2017, May). Classification of Methicillin-Resistant and Methicillin-Susceptible Staphylococcus Aureus Using an Improved Genetic Algorithm for Feature Selection Based on Mass Spectra. In Proceedings of the 9th International Conference on Bioinformatics and Biomedical Technology (pp. 57-63). ACM.
[7] Dai, Y. L., Fan, Z. C., Zhang, L. P., Xu, X. Y., & Zhang, Z. L. (2017, May). Improved Random Forest Algorithm to Classify Methicillin-Resistant and Methicillin-Susceptible Staphylococcus Aureus on Mass Spectra. In Proceedings of the 9th International Conference on Bioinformatics and Biomedical Technology (pp. 64-69). ACM.
专利、著作版权等
国家专利
[1] 空气耦合超声波高能检测方法及系统,授权发明专利号:ZL201610470772.0
[2] 针对质谱缺失蛋白质数据的分类方法, 授权发明专利号:ZL201610465657.4
[3] 一种可抗环境温度干扰的管外捆绑式热脉冲气体流量计,授权发明专利号:ZL201210003187.1
[4] 一种基于非介入热式动态测量原理的流量计助手,授权发明专利号:ZL201110341611.9
[5] 一种工业气体管道非介入式流量测量装置,授权发明专利号:ZL201110009809.7
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