杨京礼 - 哈尔滨工业大学 - 电子与信息工程学院

个人简介

杨京礼，工学博士，教授，博士生导师。电子与信息工程学院，信息与通信工程学科。主要从事高端装备智能运维、装备可信测试评估等方面的研究工作。先后主持国家级基础科研计划、国家级技术基础科研、国家重大工程项目子专题、国家自然科学基金面上项目、国家自然科学基金青年基金等30余项课题。发表学术论文70余篇，其中：SCI收录30余篇、EI收录30余篇。出版专著2部。申请专利70余项，其中：已授权40余项。获省部级科技进步二等奖4项。工作经历 2023.01 - 至今哈尔滨工业大学，电子与信息工程学院，教授，博士生导师 2020.07 - 2022.12 哈尔滨工业大学，电子与信息工程学院，副研究员，博士生导师 2018.01 -2020.06 哈尔滨工业大学，电子与信息工程学院，副研究员，硕士生导师 2013.07 - 2017.12 哈尔滨工业大学，助理研究员，硕士生导师教育经历 2008.09-2013.07 哈尔滨工业大学，仪器科学与技术学科工学博士 2006.09-2008.07 哈尔滨工业大学，仪器科学与技术学科工学硕士 2002.09-2006.07 哈尔滨工业大学，测控技术与仪器专业工学学士科研奖励 2022年，获省部级科技进步二等奖1项 2021年，获省部级科技进步二等奖1项 2019年，获省部级科技进步二等奖1项 2014年，获省部级科技进步二等奖1项

研究领域

高端装备智能运维：装备状态智能感知、故障影响智能评估、维护策略智能生成、装备能力智能优化相关方向：人工智能驱动的故障诊断、智能诊断中的可解释性理论、深度学习的表示与泛化理论装备可信测试评估：复杂系统行为建模、测试用例动态生成、分布式系统信息交互相关方向：模型驱动的测试与评估框架、测试样本智能优化、大规模分布式系统实时信息传输

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

An incipient fault diagnosis method based on complex convolutional self-attention autoencoder for analog circuits. IEEE Transactions on Industrial Electronics. Tianyu Gao, Jingli Yang*, Shouda Jiang, Ye Li. 2023.08. (SCI, IF=7.7). A multi-sensor fault diagnosis method for rotating machinery based on improved fuzzy support fusion and self-normalized spatio-temporal network. Measurement Science and Technology. Jingli Yang, Tianyu Gao*, Huiyuan Zhang, Yunlu Li. 2023.08. (SCI, IF=2.398). A fault location method based on ensemble complex spatio-temporal attention network for complex systems under fluctuating operating conditions. Applied Soft Computing Journal. Jingli Yang, Tianyu Gao*, Ge Yan, Cheng Yang, Gangqiang Li. 2023.05. (SCI, IF=8.7). An incipient fault diagnosis method based on Att-GCN for analogue circuits. Measurement Science and Technology. Jingli Yang*, Ye Li, Tianyu Gao. 2022.12. (SCI, IF=2.398). A novel Brownian correlation metric prototypical network for rotating machinery fault diagnosis with few and zero shot learners.Advanced Engineering Informatics. Jingli Yang*,Changdong Wang, Chang'an Wei. 2022.11. (SCI, IF=7.862). Energy-based adversarial transfer network for cross-domain fault diagnosis of electro-mechanical Systems. IEEE Transactions on Instrumentation and Measurement. Jingli Yang*, Tianyu Gao, Shouda Jiang. 2022.10. (SCI, IF=5.332). A novel fault detection model based on vector quantization sparse autoencoder for nonlinear complex systems. IEEE Transactions on Industrial Informatics. Tianyu Gao, Jingli Yang*, Shouda Jiang. 2022.05. (SCI, IF=11.648). A dual-input fault diagnosis model based on SE-MSCNN for analog circuits. Applied Intelligence. Jingli Yang*, Tianyu Gao, Shouda Jiang. 2022.04. (SCI, IF=5.019). A novel convolutional neural network with interference suppression for the fault diagnosis of mechanical rotating components. Neural Computing and Applications. Jingli Yang*, Shuangyan Yin, Tianyu Gao. 2022.02. (SCI, IF=5.102). An efficient method for imbalanced fault diagnosis of rotating machinery. Measurement Science and Technology. Jingli Yang*, Shuangyan Yin, Tianyu Gao. 2021.11. (SCI, IF=2.398). A novel fault diagnosis method for analog circuits with noise immunity and generalization ability. Neural Computing and Applications. Tianyu Gao, Jingli Yang*, Shouda Jiang. 2021.08. (SCI, IF=5.102). A novel incipient fault diagnosis method for analog circuits based on GMKL-SVM and wavelet fusion features. IEEE Transactions on Instrumentation and Measurement. Tianyu Gao, Jingli Yang*, Shouda Jiang. 2021.08. (SCI, IF=5.332). An efficient method for monitoring degradation and predicting the remaining useful life of mechanical rotating components. IEEE Transactions on Instrumentation and Measurement. Jingli Yang*, Shuangyan Yin, Yongqi Chang, Tianyu Gao, Cheng Yang. 2021.07. (SCI, IF=5.332). 会议论文（近3年） Fault diagnosis method of rotating machinery based on multi-sensor information decision-level fusion. 2023 IEEE Global Reliability and Prognostics and Health Management Conference. Jingli Yang, Yuxiang Huang, Huiyuan Zhang and Tianyu Gao. 2023.10. A fault feature learning model for zero-shot intelligent diagnosis of compound faults in rotating machinery. 2023 IEEE Global Reliability and Prognostics and Health Management Conference. Shuangyan Yin, Jingli Yang and Qing Tang. 2023.10. Fault diagnosis method for rotating machinery based on attention adversarial transfer networks under variable operating conditions . 2023 IEEE Global Reliability and Prognostics and Health Management Conference. Tianyu Gao, Cheng Yang and Jingli Yang. 2023.10. An incipient fault diagnosis method based on spatio-temporal center network for analog circuits. 2022 IEEE Global Reliability and Prognostics and Health Management Conference. Tianyu Gao, Ye Li, Xue Bai, Jingli Yang. 2022.10. Fault diagnosis method of analog circuit based on enhanced boundary equilibrium generative adversarial networks. 2021 IEEE Global Reliability and Prognostics and Health Management Conference. Jingli Yang, Yue Li, Cheng Yang, Tianyu Gao. 2021.10. A novel fault detection method based on multiple features for analog circuits. 2021 IEEE Global Reliability and Prognostics and Health Management Conference. Tianyu Gao, Jingli Yang, Jianfeng Wang, Shouda Jiang. 2021.10. A fault diagnosis method for mechanical rotating components based on automatic learning of pseudo labels. 2021 International Conference on Sensing, Measurement and Data Analytics in the Era of Artificial Intelligence. Shuangyan Yin, Jingli Yang, Cheng Yang. 2021.10. A dual-input fault diagnosis model based on convolutional neural networks and gated recurrent unit networks for analog circuits. 2021 IEEE International Instrumentation and Measurement Technology Conference. Tianyu Gao, Jingli Yang, Shouda Jiang. 2021.05.

学术兼职

IEEE Senior Member 中国仪器仪表学会高级会员中国指挥与控制学会高级会员中船集团质量与可靠性领域特聘专家黑龙江省仪器仪表学会理事黑龙江试验与测试技术学会理事国家自然科学基金通讯评议人教育部学位中心评审专家 Information Fusion IEEE Transactions on Industrial Informatics IEEE Transactions on Instrumentation and Measurement Knowledge-Based Systems Advanced Engineering Informatics Measurement Measurement Science and Technology Infrared Physics and Technology 计算机学报、仪器仪表学报、自动化学报等国内外期刊审稿人