杜朝辉


的个人主页 http://teacher.nwpu.edu.cn/zhaohuidu

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基本信息 The basic information

杜朝辉

航海学院

博士研究生毕业

工学博士

讲师(高校)

教育经历 Education Experience

◆ 2017.12-至今:        西北工业大学航海学院     助理教授

◆ 2015/10~2016/10    University of California, Los Angeles, (美国) 应用数学   访学交流

◆ 2010/09~2017/09    西安交通大学 (985)          机械工程                       硕博连读

◆ 2006/09~2010/06    四川大学 (985)                 机械设计及其自动化      工学学士

教育教学 Education And Teaching

荣誉获奖 Awards Information

科学研究 Scientific Research

信号的稀疏表示原理、凸优化和非凸优化理论、深度对抗学习、海洋信号分析、机电系统特征和状态辨识

学术成果 Academic Achievements

[1] Zhaohui Du, Xuefeng Chen, Han Zhang. Sparse Feature Identification Based on Union of Redundant Dictionary for Wind Turbine Gearbox Fault Diagnosis [J], IEEE Transactions on Industrial Electronics., vol. 62, no. 10, pp. 6549-6605, Oct, 2015. (SCI: CR7MK. 中科院1区Top期刊,影响因子: 7.168)

[2] Zhaohui Du, Xuefeng Chen, Han Zhang, Ruqiang Yan, Wotao Yin, Learning Collaborative Sparsity Structure via Nonconvex Optimization for Feature Recognition, IEEE Transactions on Industrial Informatics, 2017. (SCI: Online access, DOI: 10.1109/TII.2017.2777144.中科院1区Top期刊,影响因子: 6.764)

[3] Zhaohui Du, Xuefeng Chen, Han Zhang, et al. Compressed Sensing Based Periodic Impulsive Feature Detection for Wind Turbine Systems [J], IEEE Transactions on Industrial Informatics (2017). (SCI online access, DOI: 10.1109/TII.2017.2666840.中科院1区Top期刊,影响因子: 6.764)

[4] Xuefeng Chen, Zhaohui Du, Jimeng Li, et al. Compressed sensing based on dictionary learning for extracting impulse components [J], Signal Processing, vol. 96, pp. 94-109, 2014,(SCI: 296RP. 中科院2区期刊,影响因子: 3.110,第一作者为导师, ESI 高被引论文)

[5] Zhaohui Du, Xuefeng Chen, Han Zhang, et al. Weighted Low-rank Data Model via Nuclear Norm Minimization for Wind Turbine Bearing Fault Diagnosis [J]. Journal of Sound and Vibration, vol. 400, pp. 270-287, 2017. (SCI: EW2VW, 中科院工程技术2区期刊, 影响因子: 2.593)

[6] Zhaohui Du, Xuefeng Chen, Han Zhang, et al. Feature identification with Compressive Measurements for Machine Fault Diagnosis, IEEE Transactions on Instrumentation and Measurement [J]. Vol. 65, No. 5, pp. 977-987, 2016. (SCI: DK4MM, 中科院工程技术2区期刊,影响因子: 2.456).

[7] Zhaohui Du, Xuefeng Chen, Han Zhang, Convolutional Sparse Learning for Blind Deconvolution and Application on Impulsive Feature Detection. IEEE Transactions on Instrumentation and Measurement (2017). (SCI: Online access, DOI: 10.1109/TIM.2017.2777619. 中科院工程技术2区期刊,影响因子: 2.456).

[8] Zhaohui Du, Xuefeng Chen, Han Zhang, et al, Multiple fault separation and detection via joint subspace learning for wind turbine gearbox health assessment [J], Frontiers of Mechanical Engineering (2017). (Online access, 中国工程院院刊)

[9] Zhaohui Du, Xuefeng Chen, Han Zhang, Feature Identification with Compressive Measurements for Machine Fault Diagnosis [C], 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC2015), Pisa, Italy, May 11-14, 2015. 

[10] 杜朝辉,李继猛,方作为,陈雪峰,何正嘉,变速风力发电机振动信号的阶次分析 [C],振动与冲击. Vol.33 No.S 2012. 页码:467-470. (第十三届全国设备故障诊断学术会议,增刊)。

[11] 杜朝辉,陈雪峰,郭艳杰,杨博源,杨志勃,张兴武,基于联合字典的稀疏理论及在风电故障诊断中的应用 [C], 振动与冲击,Vol.33 No.S 2014. (第十四届全国设备故障诊断学术会议,增刊)。

更多相关的研究论文请参见:https://www.researchgate.net/profile/Han_Zhang73/contributions?ev=prf_act