航空动力装备振动及控制教育部重点实验室
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电话/传真:024-83690050
李响
职务:无
职称:讲师
专业:深度学习;机械故障诊断与健康管理

姓名: 李响

职称: 讲师

专业:一般力学

研究方向:深度学习,机械故障诊断与健康管理

E-mail: xiangli@mail.neu.edu.cn

个人简历: 2008-2012 天津大学 工程力学本科

2012-2017 天津大学 一般力学直博

2015-2016 美国加州大学Merced分校 博士联合培养

2017至今 东北大学理学院力学系 讲师

主页:https://sites.google.com/view/xiang-li

代表性论文:

1.Xiang Li*, Wei Zhang, Qian Ding, Cross-domain fault diagnosis of rolling element bearings using deep generative neural networks, IEEE Transactions on Industrial Electronics, 2019, 66 (7).

2.Xiang Li*, Wei Zhang, Qian Ding, Deep Learning-Based Remaining Useful Life Estimation of Bearings Using Multi-Scale Feature Extraction, Reliability Engineering & System Safety, 2019, 182: 208-218.

3.Xiang Li*, Wei Zhang, Qian Ding, A robust intelligent fault diagnosis method for rolling element bearings based on deep distance metric learning, Neurocomputing, 2018, 310, 77-95.

4.Xiang Li*, Wei Zhang, Qian Ding, Jian-Qiao Sun, Multi-layer domain adaptation method for rolling bearing fault diagnosis, Signal Processing, 2019, 157: 180-197.

5.Xiang Li*, Qian Ding, Jian-Qiao Sun, Remaining useful life estimation in prognostics using deep convolution neural networks, Reliability Engineering & System Safety, 2018, 172: 1-11.

6.Xiang Li, Jian-Qiao Sun*, Signal Multiobjective optimization for urban traffic network, IEEE Transactions on Intelligent Transportation Systems, 2018, 19 (11): 3529-3537.