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*. 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.
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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.
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Yi Qin, Hongyu Liu, Yi Wang, Yongfang Mao. Inverse physics-informed neural networks for digital-twin-based bearing fault diagnosis under imbalanced samples. Knowledge-Based Systems, 2024, 292: 111641.
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Yi Qin, Lv Wang, Quan Qian, Yongfang Mao*. Zero-shot attribute consistent model for bearing fault diagnosis under unknown domain. IEEE Transactions on Instrumentation and Measurement, 2024, DOI: 10.1109/TIM.2024.3378256.
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Dejun Xi, Lei Hou, Fei Wu, Yi Qin*. Deep learning-based inpainting of high dynamic range fringe pattern for high-speed 3D measurement of industrial metal parts. Advanced Engineering Informatics, 2024, 60: 102428.
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