Yi Qin
Gender:Male
Education Level:With Certificate of Graduation for Doctorate Study
Alma Mater:重庆大学
Scientific Research
Research Field
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Intelligent mechanical fault diagnosis and prognosis
Intelligent unmanned system
Big data analysis and artificial intelligence
Mechanical dynamics and digital twin
Intelligent operation and maintenance
Paper Publications
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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.
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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.
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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.
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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.
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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.
Patents
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[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
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[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
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[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
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[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
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[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