个人简历

学习工作经历
2018/07-至今，华中科技大学，水电与数字化工程学院，讲师；
2013/09-2018/06，华中科技大学，机械科学与工程学院，机械电子工程，工学博士；
2016/09-2017/09，佐治亚理工学院，伍德拉夫机械工程学院，机械工程，联合培养博士；
2014/07-2018/06，华中科技大学无锡研究院，机电信息与智能技术研究所，助理工程师；
2010/09-2013/03，华中科技大学，原控制科学与工程系，检测技术与自动化装置，工学硕士；
2006/09-2010/06，华中科技大学，原控制科学与工程系，测控技术与仪器，工学学士。
入职以来承担的主要科研项目：
[1] 国家重点研究计划项目子课题，2018YFB2003303，超高速并行采样、并行触发定位与存储同步等关键技术研究，2019.07-2022.06
[2] 华中科技大学自主创新研究基金项目，2019kfyXJJS137，基于迁移学习的抽水蓄能机组故障诊断研究，2019.01-2021.12
[3] 企业科技攻关项目，国网新源控股洪屏公司抽水蓄能电站主进水阀设备在线监测典型配置及状态评估研究，2018.04-2019.12
开设课程
本科生：《模拟电子技术》、《数字电子技术》、《传感器与检测技术》；
研究生：《人工智能原理及应用》。

研究领域

信息感知与处理、智能仪器仪表研制；非标机电系统（装备）研制；非线性系统动力学分析与智能控制；复杂系统及重大装备故障诊断、预测与健康管理""

近期论文

[1] Zhongxu Hu, Yan Wang, Ming-Feng Ge, Jie Liu*. Data-driven Fault Diagnosis Method based on Compressed Sensing and Improved Multi-scale Network. IEEE Transactions on Industrial Electronics, 2020, 67(4): 3216-3225.
[2] Jie Liu, Youmin Hu, Bo Wu, Yan Wang*. An improved diagnosis approach for FDM process with acoustic emission. Journal of Manufacturing Processes, 2018, 35: 570-579.
[3] Jie Liu, Youmin Hu, Yan Wang, Bo Wu*, et al. An integrated multi-sensor fusion-based deep feature learning approach for rotating machinery diagnosis. Measurement Science and Technology, 2018, 29: 055103.
[4] Jie Liu, Bo Wu, Yan Wang, Youmin Hu*. An integrated condition monitoring method for milling process using reduced decomposition features. Measurement Science and Technology, 2017, 28(8): 085101.
[5] Jie Liu, Youmin Hu, Bo Wu*, Yan Wang, Fengyun Xie. A hybrid generalized hidden Markov model-based condition monitoring approach for rolling bearings. Sensors, 2017, 17(5): 1143.
[6] Jie Liu, Youmin Hu*, Bo Wu, et al. A hybrid health condition monitoring method in milling operations. International Journal of Advanced Manufacturing Technology, 2017, 92(5-8):2069-2080.
[7] Kaibo Zhou, Zhixin Zhang, Jie Liu*, et al. Anode Effect Prediction based on Singular Value Thresholding and Extreme Gradient Boosting Approach. Measurement Science and Technology, 2019, 30:015104.
[8] Jie Liu, Youmin Hu*, Bo Wu, David H. Frakes, Yan Wang. A specific structuring element-based opening method for rapid geometry measurement of weld pool. International Journal of Advanced Manufacturing Technology, 2017, 90(5), 1465-1477.
[9] Zhongzhou Du, Yi Sun, Jie Liu*, et al. Design of a Temperature measurement and feedback control system based on an improved magnetic nanoparticle thermometer. Measurement Science and Technology, 2018, 29: 045003.
[10] Kaibo Zhou, Zhixin Zhang, Changxin Gao, Jie Liu*. Rotated feature network for multi-orientation object detection of remote sensing images. IEEE Geoscience and Remote Sensing Letters, DOI: 10.1109/LGRS.2020.2965629.