Scientific Research
Research Field
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Paper Publications
- 部分代表性论文
- [1] Juan Xu , Haiqiang Zhang , Weiwei Chen, et.al. CGASNet: A Generalized Zero-Shot Learning Compound Fault Diagnosis Approach for Bearings, IEEE Transactions on Instrumentation and Measurement,2024, 73:2513111 , DOI10.1109/TIM.2024.3373062 (Q1,中科院2区, IF 5.332, top期刊,仪器领域T1期刊)
- [2] Juan Xu, Hui Kong, Kang Li, et.al. Generative Zero-shot Compound Fault Diagnosis Based on Semantic Alignment, IEEE Transactions on Instrumentation and Measurement,2024, 73: 3508713, DOI: 10.1109/TIM.2023.3345912 (Q1,中科院2区, IF 5.332, top期刊,仪器领域T1期刊)
- [3] Juan Xu, haiqiang Zhang , Long Zhou , Yuqi Fan. Zero-shot compound fault diagnosis method based on semantic learning and discriminative features, IEEE Transactions on Instrumentation and Measurement, 2023, 72,10.1109/TIM.2023.3280503 (Q1,中科院2区, IF 5.332) 6引用
- [4] Juan Xu (徐娟), Shaokang Liang, Xu Ding and Ruqiang Yan. “A zero-shot fault semantics learning model for compound fault diagnosis.” Expert Systems with Applications，2023，221: 119642(Q1,中科院1区,top期刊, IF 8.665) 21引用
Patents
- 部分代表性发明专利
- [1] 徐娟, 史永方, 任子晖, 刘磊, 赵玉坤, 一种基于半监督学习深度对抗网络的故障诊断方法，专利号：ZL201910938231.X，授权日期：2021.04.06
- [2] 徐娟, 周龙, 丁煦, 樊玉琦. 基于零样本学习的复合故障诊断方法.专利号：ZL202110416208.1，授权日期：2022.2022.10.28
- [3] 徐娟, 史永方, 周龙, 徐鹏飞, 房梦婷.基于小样本学习的跨类别故障诊断方法、系统及存储介质. 专利号：ZL202110162062.2，授权日期：2022.11.15
- [4] 徐娟, 黄经坤, 石雷, 毕翔, 徐兴鑫, 一种基于深度领域自适应的振动数据故障分类方法, 专利号：ZL201811552321.7，授权日期：2018.12.19
Published Books
Research Projects
MOBILE Version