基本信息

男，副教授，博士，中国振动工程学会人因振动工程专业委员会委员，北京人工智能学会理事，中国自动化学会智慧教育专业委员会委员，中国（德国）研发创新联盟碳中和与能源转型专业委员会。近五年发表SCI论文30余篇，获国际会议最佳论文奖1次，获中国航空工业集团公司三等奖。指导的研究生获国家奖学金3次，北京市优秀毕业生，优秀硕士学位论文等。

教育及工作经历

2014年北京航空航天大学获得博士学位；

2014～今，北京工业大学教师。

研究方向

（1）机电系统健康管理与智能运维

（2）氢能源智能监测与可视化

（3）空天智能传感器开发

（4）医工交叉与精准诊疗

（5）多智能体协同控制

主要教学情况

发表教育教学方面的学术论文3篇。期间，指导5名本科生完成毕业设计、多次指导星火杯、鼎新杯、贝加莱本科生课外竞赛。

科研课题

纵向项目：

1.国家自然科学基金面上项目“基于深度迁移学习的飞机燃油系统间歇故障诊断与主动容错控制技术研究”（No.51975011）

民机科研“耐燃油蒸汽氧气传感器”，负责人

2.高性能稀土磁性薄膜材料及应用技术研究，（No. 2022YFB3505700）子课题负责人

3.国家重点研发计划“车用天然气燃料混合动力系统优化及能源影响研究”，研究骨干

4.国家重点研发计划“氢泄漏安全检测技术研究及智能测试系统开发”，研究骨干

5.国家自然科学基金“面向深海应用的海水柱塞泵复合故障诊断与性能退化方法研究”（No.51605009）

6.北京市自然科学基金项目“海水/苦咸水反渗透淡化柱塞泵的故障预测与视情维修方法研究”负责人(No.3174046)

7.中国博士后面上项目“面向深海的海水柱塞泵的损伤机理及故障预测方法研究”(No.2015M580945)

8.GF项目“管路系统异常声响理论研究与工程解决”

国家重点实验室开放基金“飞机油箱上层空间氧气迁移机理与波长调制光谱检测方法研究（No. SKLST201508）”

企业横向项目多项:

“工业机器视觉纤维形貌增强检测测试”，“陪护型机器人可靠性评估与维修策略测试分析”等。

发表论文

[1]Yang M, Song-Lin N. Localized Effect of Light Diffraction by Capillary Wave[J]. Chinese Physics Letters, 2015, 32(11): 114201.

[2]Gou C, Cai B, Miao Y. Multi-resolution model consistency maintenance method based on ontology mapping[C]//Intelligent Computing and Internet of Things (ICIT), 2014 International Conference on. IEEE, 2015: 103-106.

[3]Miao Y, Nie S. Research on vulnerability of seawater hydraulic system based on complex networks modeling[C]//Fluid Power and Mechatronics (FPM), 2015 International Conference on. IEEE, 2015: 654-659.

[4]苟晨曦,蔡伯根,苗扬.列车运行控制系统多分辨率模型输出信息一致性维护方法研究[J].铁道学报, 2016, 38(2): 82-88.

[5]Miao Y, Wu C, Wang N, et al. Angle Compensation and Asymmetry Effect of Light Diffracted by Millimeter Liquid Surface Slosh Wave[J]. Chinese Physics Letters, 2016, 33(7): 074206.

[6]Miao Y, Huo D. The technology of mixed gas detection in fuel tank based on tunable diode laser absorption spectroscopy[C]//Aircraft Utility Systems (AUS), IEEE International Conference on. IEEE, 2016: 1209-1213.

[7]Yong-tao YUAN,Xiao-jun ZHANG, Yang MIAO. A noval prognosis method for cavitation of seawater hydraulic pump[C]. The 8th International Conference on Fluid Power and Mechatronics(FPM2019),Wuhan,China.

[8]赵文强,张小军,苗扬.基于MATLAB的KUKA机器人运动学分析与仿真研究[J].机械研究与应用, 2019 (4): 4.

[9] Miao, Y, et al. "A smart optical sensor for online condition monitoring of aircraft inerting system." 2021: 953-958.

[10] Jiang, Y., Miao, Y., Qiu, Z., et al (2021). Intermittent fault detection and diagnosis for aircraft fuel system based on SVM.

[11]Miao Y, Guo X, Zhang X J. Visualization of Fiber Moving in Air Tunnel with Velocity Gradient[J]. Chinese Physics Letters, 2020, 37(3): 034201.

[12]Miao Y, Jiang Y, Qiu Z, et al. Study on the characteristics of amplitude and depth for sloshing wave by an optical method[J]. Optik, 212 2020: 164634.

[13]Wang K, Zhang X, Miao Y, et al. Dispersion and behavior of hydrogen for the safety design of hydrogen production plant attached with nuclear power plant[J]. International Journal of Hydrogen Energy, 2020. 45(39) 20250-20255

[14] Miao, Yang, et al. “Vibration Transients of Reservoir-Pipe-Valve System Caused by Water Hammer.” Journal of Theoretical and Applied Mechanics, vol. 58, no. 4, 2020, pp. 1037–1048.

[15] Miao, Yang, et al. “Visualization of Dynamic Wetting by Means of Critical Light Reflection from Curved Liquid Surface.” Optik, vol. 219, 2020, p. 165262.

[16] Miao, Yang, et al. “The Measurement of Underwater Sound with Optical Diffraction by Liquid Surface Wave.” European Physical Journal Plus, vol. 135, no. 9, 2020, pp. 1–9.

[17]苗扬,陈彦京,王凯,齐巍,卢强,张蒙.光面式高压氢气泄漏快速可视化检测方法及数值仿真研究[J].计测技术,2020,40(05):37-42.

[18] Miao, Yang, et al. “Application of Fault Diagnosis of Seawater Hydraulic Pump Based on Transfer Learning.” Shock and Vibration, vol. 2020, 2020, pp. 1–8.

[19] Miao, Yang, Yuncheng Jiang, Zaihui Qiu, and Di Wu. 2020. “The Measurement of Underwater Sound with Optical Diffraction by Liquid Surface Wave.” European Physical Journal Plus 135 (9): 1–9.

[20] Miao Y, Qiu Z, Zhang X, et al. Effects of a water hammer and cavitation on vibration transients in a reservoir-pipe-valve system[J]. Journal of Theoretical and Applied Mechanics, 2021, 59.

[21] Qiu Z, Miao Y, Hong W, et al. Fault diagnosis of aircraft fuel pump based on transfer learning[C]//2021 7th International Conference on Condition Monitoring of Machinery in Non-Stationary Operations (CMMNO). IEEE, 2021: 171-175.

[22] Miao Y, Qiu Z, Jiang Y, et al. Measuring multiscale capillary curvature using laser beam self-interference[J]. Optics Communications, 2021, 497: 127149.

[23] Zhang, X., Wang, Q., Hou, X., Li, Y., Miao, Y., Li, K., & Zhang, L. (2021). Numerical analysis of the hydrogen dispersion behavior in different directions in a naturally ventilated space. Applied Sciences, 11(2), 615.

[24] Miao Y, Jiang Y, Zhang X, et al. Transfer learning for isolated cylinder vibration induced by vortex shedding[C]//IOP Conference Series: Earth and Environmental Science. IOP Publishing, 2021, 774(1): 012154.

[25]郭衍锋,张小军,潘俊,韩贞荣,邱在辉, &苗扬. (2022).飞机燃油系统活门关闭特性分析和试验研究.液压与气动, 45(11), 32-38.

[26] Zhang S, Miao Y, Chen J, et al. CCS-Net: Cascade Detection Network with the Convolution Kernel Switch Block and Statistics Optimal Anchors Block in Hypopharyngeal Cancer MRI[J]. IEEE Journal of Biomedical and Health Informatics, 2022.

[27] Zhang, X., Wang, Q., Hou, X., Li, Y., Miao, Y., Li, K., & Zhang, L. (2022). Effect of the position and the area of the vent on the hydrogen dispersion in a naturally ventilated cubiod space with one vent on the side wall. International Journal of Hydrogen Energy, 47(14), 9071-9081.

[28] Li, X., Liu, J., Huang, Y., Wang, D., & Miao, Y. (2022). Human Motion Pattern Recognition and Feature Extraction: An Approach Using Multi-Information Fusion. Micromachines, 13(8), 1205.

[29] Yao, L., Zhang, X., Zhang, X., Li, Y., Ye, M., Jia, C., ... & Miao, Y. (2022). Measurements of concentration distribution of hydrogen jet using deflection of center of the laser spot. International Journal of Hydrogen Energy, 47(83), 35515-35526.

[30] Yao, L., Zhang, X., Zhang, X., Li, Y., Tang, Q., Lu, Q., & Miao, Y. (2022). Visualization of hydrogen jet using deformation of the laser beam profile. International Journal of Hydrogen Energy, 47(71), 30732-30742.

[31]苗扬.氢泄漏光学检测技术综述[J].北京工业大学学报, 2022.

[32] Zhang S, Miao Y, Chen J, et al. Twist-Net: A multi-modality transfer learning network with the hybrid bilateral encoder for hypopharyngeal cancer segmentation[J]. Computers in Biology and Medicine, 2023: 106555.

[33] Chenghao Jia; Yu Shu; Yantang Li; Luqiao Yao; Xi Chen; Ningzheng Li; Yang Miao. Visualization and diagnosis of hydrogen jet based on joint methods [C]// SPIE-CLP Conference on Advanced Photonics 2022, 126010N

[34] Miao, Y., Jia, C., Zhang, X., Li, Y., Sun, L., Yiao, L., ... & Liu, H. (2023). Visualization of hydrogen jet using intensity projection of the laser beam. International Journal of Hydrogen Energy.48, 34094-34104

[35] Sun L, Jia C, Miao Y. Visualization of hydrogen leak for electro-hydrogen coupled system based on Background Oriented Schlieren[J]. Process Safety and Environmental Protection, 2023, 175: 437-446.

[36]Zhang, X., Yu, P., Wang, X., Qiu, Y., Liu, C., Sun, C., & Miao, Y. (2023). The Non-Linearity and Cross-Axis Effect of the Seat Transmissibility in Vertical and Dual-Axis Vibration Environments. Experimental Techniques, 1-12.

[37]Zhang, X., Wang, X., Wang, Q., Yu, P., Miao, Y., Hou, X., ... & Li, Y. (2023). The effect of hydrogen leakage positions and leak flow rate on its dispersion in a small fuel cell bus. Fuel Cells, 23(1), 88-96.

[38]Liu, J., Zhang, X., Zhu, S., Li, X., Zhao, H., Li, X., ... & Miao, Y. (2023). Development and measurement of airborne oxygen sensor for aircraft inerting system based on TDLAS with pressure compensation and 2f/1f normalized method. Infrared Physics & Technology, 131, 104689.

[39] Jia, C., Zhao, L., Huang, G., Liu, L., Wang, W., Yang, Y., & Miao, Y. (2023). A Review of Hydrogen Sensors for ECLSS: Fundamentals, Recent Advances, and Challenges. Applied Sciences, 13(12), 6869.

[40] Liu, Z., Zhang, X., Pan, J., Zhang, X., Hong, W., Wang, Z., ... & Miao, Y. (2023). Similar or unknown fault mode detection of aircraft fuel pump using transfer learning with subdomain adaption. IEEE Transactions on Instrumentation and Measurement.

[41] Miao, Y., Jia, C., Hua, Y., Li, Y., Tang, Q., Xu, J., ... & Zhang, X. (2023). Simultaneous visualization of density and pressure in hydrogen leakage based on self-imaging via dual-channel interference. Process Safety and Environmental Protection, 177, 976-985.

[42] Wu, D., Li, Y., Hua, Y., Xu, J., Zhang, X., & Miao, Y. (2023). A performance degradation model of nitrile butadiene rubber (NBR) O-rings for hydrogen permeation effects under high-pressure. Physical Chemistry Chemical Physics, 25(48), 33094-33103.

[43]Miao, Y., Li, Y., Pan, J., Liu, Z., Liu, L., Wang, Z., & Wang, Z. (2023). Bio-Inspired Fault Diagnosis for Aircraft Fuel Pumps Using a Cloud-Edge System. Biomimetics, 8(8), 601.

[44]刘振,张小军,韩磊,周高明,苗扬.基于全连接神经网络的直升机主减速器故障分类[J].北京信息科技大学学报（自然科学版）,2023,38(4):61-66.

[45] Sun, L., Miao, Y., Jia, J., & Zhang, Y. (2024). Modular high conversion ratio soft-switching DC-DC converters with extended multi-ports structure for multi-energy storage systems interconnection. Journal of Energy Storage, 76, 109830.

[46] Miao, Y., Jia, C., Hua, Y., Zhang, X., Sun, L., Huang, G., & Liu, H. (2024). Quantification of concentration characteristics of hydrogen leakage in electro-hydrogen coupled system with different obstacles via Background Oriented Schlieren. Journal of Energy Storage, 83, 110764.

代表性成果

以第一作者身份发表46篇，其中SCI检索30篇，申请发明专利6项，计算机软件著作权1项。

中国航空工业集团有限公司，三等奖，《民机燃油系统及核心部件关键技术研究》。

联系方式

通信地址：北京工业大学机能学院基础楼1105，邮编：100022

E-mail：miaoyang@bjut.edu.cn