王天杨 - 清华大学 - 机械工程系

个人简介

教育背景 2008/09-2015/01,北京交通大学，博士 2004/09-2008/06,北京交通大学，学士工作履历 2018/03-至今, 清华大学机械工程系，助理研究员 2015/03-2018/03,清华大学机械系，博士后

研究领域

主要从事风力发电机、航空发动机等大型旋转机械的故障诊断与信号分析领域的研究工作。研究方向包括：现代信号处理、动力学建模、人工智能模式识别

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Kong Y, Wang T, Chu F. Meshing frequency modulation assisted empirical wavelet transform for fault diagnosis of wind turbine planetary ring gear[J]. Renewable Energy, 2019, 132: 1373-1388. Zhao D, Wang T, Chu F. Deep convolutional neural network based planet bearing fault classification[J]. Computers in Industry, 2019, 107: 59-66. Wang T, Han Q, Chu F, et al. Vibration based condition monitoring and fault diagnosis of wind turbine planetary gearbox: A review[J]. Mechanical Systems and Signal Processing, 2019, 126: 662-685. Wang T, Chu F, Feng Z. Meshing frequency modulation (MFM) index-based kurtogram for planet bearing fault detection[J]. Journal of Sound and Vibration, 2018, 432: 437-453. Yun K, WANG T, CHU F. Adaptive TQWT filter based feature extraction method and its application to detection of repetitive transients[J]. SCIENCE CHINA Technological Sciences. Wang T, Chu F, Han Q. Fault diagnosis for wind turbine planetary ring gear via a meshing resonance based filtering algorithm[J]. ISA transactions, 2017, 67: 173-182. Wang T, Chu F, Han Q, et al. Compound faults detection in gearbox via meshing resonance and spectral kurtosis methods[J]. Journal of Sound and Vibration, 2017, 392: 367-381. Feng Z, Chen X, Wang T. Time-varying demodulation analysis for rolling bearing fault diagnosis under variable speed conditions[J]. Journal of Sound and Vibration, 2017, 400: 71-85. Kong Y, Wang T, Li Z, et al. Fault feature extraction of planet gear in wind turbine gearbox based on spectral kurtosis and time wavelet energy spectrum[J]. Frontiers of Mechanical Engineering, 2017, 12(3): 406-419. Wang T, Han Q, Chu F, et al. A new SKRgram based demodulation technique for planet bearing fault detection[J]. Journal of Sound and Vibration, 2016, 385: 330-349. Li C, Liang M, Wang T. Criterion fusion for spectral segmentation and its application to optimal demodulation of bearing vibration signals[J]. Mechanical Systems and Signal Processing, 2015, 64: 132-148. Wang T, Liang M, Li J, et al. Bearing fault diagnosis under unknown variable speed via gear noise cancellation and rotational order sideband identification[J]. Mechanical Systems and Signal Processing, 2015, 62: 30-53. Wang T, Liang M, Li J, et al. Rolling element bearing fault diagnosis via fault characteristic order (FCO) analysis[J]. Mechanical Systems and Signal Processing, 2014, 45(1): 139-153. Cheng W, Gao R X, Wang J, et al. Envelope deformation in computed order tracking and error in order analysis[J]. Mechanical Systems and Signal Processing, 2014, 48(1-2): 92-102.