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智能故障诊断与预测
智能无人系统
大数据处理与人工智能
智能制造与运维
动力学建模与数字孪生
- Quan Qian, Jun Luo, Yi Qin*. Heterogeneous federated domain generalization network with common representation learning for cross-load machinery fault diagnosis. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2024, DOI: 10.1109/TSMC.2024.3408058.
- Jianghong Zhou, Junyu Qi, Dingliang Chen, Yi Qin*. Continuous remaining useful life prediction by self-guided attention convolutional neural network and memory consciousness adjustment. IEEE Internet of Things Journal, 2024, DOI: 10.1109/JIOT.2024.3421673.
- Quan Qian, Huayan Pu, Tianjia Tu, Yi Qin*. Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis. Mechanical Systems and Signal Processing, 2024, 217: 111544.
- Yi Qin, Hongyu Liu, Yongfang Mao*. Faulty rolling bearing digital twin model and its application in fault diagnosis with imbalanced samples. Advanced Engineering Informatics, 2024, 61: 102513.
- Quan Qian, Jun Luo, Yi Qin*. Adaptive intermediate class-wise distribution alignment: a universal domain adaptation and generalization method for machine fault diagnosis. IEEE Transactions on Neural Networks and Learning Systems, 2024, in press, DOI: 10.1109/TNNLS.2024.3376449.
- Biao He, Quan Qian, Yi Qin*. Feature enhancement via linear transformation and its application in fault diagnosis. IEEE Internet of Things Journal, 2024, in press, DOI: 10.1109/JIOT.2024.3378701.
- [12] 秦毅，陈定粮，项盛，阎昊冉，基于GAU神经网络的轴承剩余寿命的预测方法，2020.05.29，中国，ZL202010478274.7, 公告日：2022.02.01 IPC分类号：G01M13/045;G06N3/08
- [11] 秦毅，吉浩天，张馨雨，王朝淯，向勇，叶子，陈梦然，一种小型齿轮箱观察窗内壁除污装置，2021.02.09，中国，ZL202011036035.2，公告日：2022.06.07 IPC分类号：B08B13/00；F16H57/02；B08B1/00
- [1] 秦毅，阎昊冉，项盛，一种基于数控系统的可变中心距齿轮接触疲劳试验台，2019.07.01，中国，ZL201910585151.0 公告日：2020.12.29 IPC分类号：G01M13/021
- [2] 秦毅，奚德君，陈伟伟，朱才朝，宋朝省，一种基于深度学习的自适应齿轮点蚀定量评估与检测装置，2019.10.14，中国，ZL201910973345.8, 公告日：2021.09.01 IPC分类号：G01N21/01
- [3] 秦毅，郭磊，赵月，汤宝平，多方向宽频带压电振动发电装置，2016.6.20，中国，ZL201610442193.5 公告日：2018.05.22 IPC分类号：H02N2/18
- [4] 秦毅，袁鹏，邢剑锋，张清亮，基于耦合压电阻抗的转子损伤检测方法，2016.7.11，中国，ZL201610541260.9 公告日：2019.09.23 IPC分类号：G01M5/00