刘金海 - 东北大学 - 信息科学与工程学院

个人简介

教育经历 1998.9-2002.6 哈尔滨工业大学自动化专业学士学位 2002.9-2005.3 东北大学信息科学与工程学院电力电子与电力传动硕士学位 2006.3-2009.1东北大学信息科学与工程学院控制理论与控制工程专业博士学位工作经历 2005.3-2009.1 东北大学信息科学与工程学院助教 2009.1-2011.12 东北大学信息科学与工程学院讲师 2012.1-2017.12 东北大学信息科学与工程学院副教授 2018.1-至今东北大学信息科学与工程学院教授博士生导师

研究领域

工业智能；智能机器人；电气系统监测与控制；电磁无损检测技术等

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）

1.Ren Yifu, Liu Jinhai*, Wang Qiannan, Zhuang Huaguang. HSELL-Net: A Heterogeneous Sample Enhancement Network with Lifelong Learning under Industrial Small Samples. IEEE Transactions on Cybernetics.53(2):793-805, 2023 2.Jinhai Liu，Xiangkai Shen, Jianfeng Wang, Lin Jiang,Huaguang Zhang.An Intelligent Defect Detection Approach Based on Cascade Attention Network under Complex Magnetic Flux Leakage Signals. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS. 70(7):7417-7427, 2023 3.Ren Yifu, Liu Jinhai*, Wang Qiannan, Zhuang Huaguang. HSELL-Net: A Heterogeneous Sample Enhancement Network with Lifelong Learning under Industrial Small Samples. IEEE Transactions on Cybernetics.53(2):793-805, 2023 4.Ren yifu,Liu Jinhai*,Wang Jianfeng,zhang huaguang.TBDA-Net: A Task-based Bias Domain Adaptation Network under Industrial Small Samples.IEEE Transactions on Industrial Informatics18(9):6109-6119,2022 5.Yifu Ren; Jinhai Liu; Huaguang Zhang; Wei Wang. TDDA-Net: A Transitive Distant Domain Adaptation Network for Industrial Sample Enhancement. Information Sciences，Volume 606, August 2022, Pages 927-944 6.Fuming Qu, Jinhai Liu*，Hongfei Zhu, Huaguang Zhang. A Data-Driven Interpretable Method Based on Reversely-Built FIS and Its Applications in Measurement. IEEE Transactions on Instrumentation and Measurement. vol. 70, pp. 1-10, 2021, Art no. 2506110. 7.Jinhai Liu*, Yifu Ren. A General Transfer Framework based on Industrial Process Fault Diagnosis under Small Samples. IEEE Transactions on Industrial Informatics. 17（9）:6073 – 6083, 2021 8.Mingrui Fu, Jinhai Liu*, Huaguang Zhang, Senxiang Lu. Multi-sensor Fusion for MFL Defect Characterization Under Information Incompletion. IEEE Transactions on Industrial Electronics, 68(5):4382 – 4392, 2021 9.Fuming Qu, Jinhai Liu*，Xiaoyuan Liu, Lin Jiang. A Multi-fault Detection Method with Improved Triplet Loss Based on Hard Sample Mining. IEEE Transactions on Sustainable Energy，12（1）:127-137,2021. 10.Mingrui Fu, Jinhai Liu*, Dong Zang, Senxiang Lu. Anomaly Detection of Complex MFL Measurements Using Low-rank Recovery in Pipeline Transportation Inspection. IEEE Transactions on Instrumentation and Measurement (2020) 69(9) 6776 - 6786.