以第一或通讯作者在MSSP、ESWA、IoT、IEEE TR、RESS、Measurement、NTE等期刊发表论文70多篇，其中高被引和热点论文9篇，出版学术专著3部，主编大型会议论文集4部。 发表论文 1、Keshun You, Yingkui Gu, Haidong Shao, Yajun Wang. A liquid-impulse neural network model based on heterogeneous fusion of multimodal information for interpretable rotating machinery fault diagnosis. Mechanical Systems and Signal Processing, 2026, 246, 113923（ESI高被引） 2、Keshun You, Chenlu Liu, Yanghui Lin, Guangqi Qiu, Yingkui Gu. DTMPI-DIVR: A digital twins for multi-margin physical information via dynamic interaction of virtual and real sound-vibration signals for bearing fault diagnosis without real fault samples. Expert Systems with Application, 2025, 292: 128592（ESI高被引及热点） 3、You Keshun, Wang Puzhou, Gu Yingkui. Towards efficient and interpretative rolling bearing fault diagnosis via quadratic neural network with Bi-LSTM. IEEE Internet of Things Journal, 2024, 11(13):23002-23019（ESI高被引） 4、You Keshun, Wang Puzhou Huang Peng, Gu Yingkui. A sound-vibrational physical-information fusion constraint-guided deep learning method for rolling bearing fault diagnosis. Reliability Engineering & System Safety, 2025, 253: 110556（ESI高被引及热点） 5、You Keshun, Lian Zengwei, Gu Yingkui. A performance-interpretable intelligent fusion of sound and vibration signals for bearing fault diagnosis via dynamic CAME. Nonlinear Dynamics, DOI: 10.1007/s11071-024-10157-1（ESI高被引） 6、You Keshun, Qiu Guangqi, Gu Yingkui. A 3D attention-enhanced hybrid neural network for turbofan engine remaining life prediction using CNN and BiLSTM models. IEEE Sensors Journal, 2024, 24(14): 21893-21905（ESI高被引） 7、You Keshun, Qiu Guangqi, Gu Yingkui. Optimizing prior distribution parameters for probabilistic prediction of remaining useful life using deep learning. Reliability Engineering & System Safety, 2024, 242: 109793（ESI高被引） 8、You Keshun, Qiu Guangqi, Gu Yingkui. Remaining useful life prediction of lithium-ion batteries using EM-PF-SSA-SVR with Gamma stochastic process. Measurement Science and Technology, 2024 35(1): 015015（ESI高被引） 9、Yingkui Gu, Ronghua Chen, Peng Huang, Junjie Chen, Guangqi Qiu. A Lightweight bearing compound fault diagnosis method with gram angle field and Ghost-ResNet model. IEEE Transactions on Reliability, 2024, 73(4): 1768-1781 10、Yingkui Gu, Chaojun Fan, Lingqiang Liang, Jun Zhang. Reliability calculation method for mechanical system with dependent failure based on Copula function. Annals of Operations Research, 2022, 311: 99-116（ESI高被引） 专利 1、一种基于随机退化过程的锂离子电池RUL预测方法. ZL 2024 1 0102031.1 2、一种基于健康指标构建的轴承寿命预测方法及系统. ZL 2022 1 1675864.4 3、一种基于CEEMDAN去噪的行星齿轮故障诊断方法及系统. CN202211547566.7 |
