代表性论文
(1)综述类论文
ØLiu D, Cui L, Cheng W. A review on deep learning in planetary gearbox health state recognition: Methods, applications, and dataset publication[J]. Measurement Science and Technology, 2024, 35, 012002.(率先公开了考虑拆装因素的多传感、多工况和大容量的行星齿轮箱振动数据)
ØLiu D, Cui L, Wang H. Rotating machinery fault diagnosis under time-varying speeds: A review[J]. IEEE Sensors Journal, 2023, 23: 29969-29990.(详细综述了时变转速下旋转机械谱分析、时频分析和智能诊断方法)
(2)技术类论文
ØLiu D, Cui L, Cheng W. Flexible generalized demodulation for intelligent bearing fault diagnosis under nonstationary conditions[J]. IEEE Transactions on Industrial Informatics, 2023, 19(3): 2717-2728.
ØLiu D, Cheng W, Wen W. Intelligent cross-condition fault recognition of rolling bearings based on normalized resampledcharacteristicpower and self-organizing map[J]. Mechanical Systems and Signal Processing, 2021, 153: 107462.
(3)会议类论文
ØLiu D, Cheng W, Zhang J, Robert X. Gao, Wen W. Integrated method of generalized demodulation and artificial neural network for robust bearing fault recognition[J]. Procedia Manufacturing, 2021, 53: 628-635.