哈尔滨理工大学自动化学院
研究生指导教师简介
姓 名 | 刘磊 | 性 别 | 女 | |
出生年月 | 1988.07 | 导师类别 | 研究生导师 | |
技术职称 | 讲师 | 任职部门 | 人工智能系 | |
lei.liu@hrbust.edu.cn | ||||
电 话 | 18845105263 | |||
教育经历 2020.10-2025.03，慕尼黑工业大学，电气工程，博士 | ||||
工作经历 2026.01-至今，哈尔滨理工大学，讲师 2026.06-至今，哈尔滨吧理工大学，硕士生导师 | ||||
研究领域及方向
[1] 数字新能源、智能微电网 [2] 交通-能源融合智能控制 2. 主要研究方向： [1] 高功率电力电子拓扑与先进控制 [2] 大数据驱动的智能电网与微电网控制 [3] 可再生能源系统(海上风电、光伏、储能)控制 [4] 高性能电力驱动与电动汽车电力电子 3. 个人简介 刘磊，工学博士，毕业于德国慕尼黑工业大学（全球Top 23）电气工程专业（全球Top 19），从事数据驱动、神经网络与先进控制策略在电力电子及电力系统、数字新能源、交通-能源系统、智能微电网、海上风电等场景下的理论与工程应用。在学术成果方面，出版英文专著1部，累计发表高水平学术论文17篇，其中 SCI期刊论文12篇（含第一/通讯作者论文10篇，包括5篇中科院一区Top期刊），EI会议论文5篇，其具备扎实的理论基础与工程实践能力，致力于推动控制理论、电气工程与智慧交通的深度融合，服务“交通强国”与“双碳”战略背景下的可再生能源高效利用及新型电力系统建设。主持国家自然青年科学基金项目1项、山东省自然科学基金青年基金项目1项，参与国家重点研发计划、国家自然科学基金面上、德意志科学基金、欧盟生态与数字转型基金等科研项目10余项，获中国国际“互联网+”大学生创新创业大赛银奖、省优秀硕士毕业论文等奖励。担任《Applied Sciences》(SCI)客座编辑、第26届IEEE工业技术国际会议(ICIT 2025)专题主席，长期EIEEE Transactions on Power Electronics, IEEE Transactions on Industrial Electronics、IEEE Transactions on Automatic Control等10余个国际权威期刊与会议审稿人。 | ||||
科研项目 1. 主持或参与纵向课题 [1] 2027.01-2029.12，寒区强交通流下公路服务区跟-构网系统边界解析与鲁棒协同控制，国家自然科学基金青年项目（主持） [2] 2026.09-2029.08，强随机激励与弱通信约束下智慧公路微能源系统多尺度协同优化控制研究，山东省自然科学基金青年项目（主持） [3] 2027.01-2029.12，低附着路面下异构车队多模态融合估计与可行域约束协同控制，国家自然科学基金面上项目（参与） | ||||
代表性科研论文 [1] L. Liu, Z. Zhang, Y. Zhao, G. Chen, H. Xie, Y. Yin, S. Vazquez and R. Kennel, “Data-driven Model-Free Adaptive Control for Power Converter under Multi-scenarios in Microgrids", IEEE Transactions on Industrial Electronics, vol.72, no.8, pp.8060-8071, Aug. 2025. DOI: 10.1109/TIE.2024.3525142(中科院一区，JCR一区，TOP期刊，IF: 7.5, 自动化学会期刊等级A，中国电工技术学会期刊等级T1) [2]L. Liu, Y. Yin, Z. Zhang, H. Chen, H. Xie, Y. Liu, Y. Zhao and R. Kennel, “Multidisturbances Compensation for Three-Level NPC Converters in Microgrids: A Robust Adaptive Sliding Mode Control Approach", IEEE Transactions on Industrial Informatics, vol.20, no.6, pp.8917-8931, Jun. 2024. DOI: 10.1109/TII.2024.3370237. (中科院一区，JCR一区，TOP期刊，IF：11.7，自动化学会期刊等级A+，中国电工技术学会期刊等级T1) [3] L. Liu, Z. Zhang, Y. Yin, S. Vazquez, Y. Zhao and R. Kennel, “An Efficient Robust Power–Voltage Control for Three-Level NPC Converters in Microgrids", IEEE Transactions on Industrial Informatics, vol.20, no.4, pp.5849-5863, Apr. 2024. DOI:10.1109/TII.2023.3331548. (中科院一区，JCR一区，TOP期刊，IF：11.7，自动化学会期刊等级A+，中国电工技术学会期刊等级T1) [4] L. Liu, Z. Zhang, Y. Yin, Y. Li, H. Xie, M. Zhang, Y. Zhao and R. Kennel, “A Robust High-Quality Current Control with Fast Convergence for Three-Level NPC Converters in Microenergy Systems", IEEE Transactions on Industrial Informatics, vol.19, no.11, pp.10716-10726, Nov. 2023. DOI: 10.1109/TII.2023.3241594. (中科院一区，JCR一区，TOP期刊，IF：11.7，自动化学会期刊等级A+，中国电工技术学会期刊等级T1) [5] Y. Yin, L. Liu*, S. Vazquez, R. Xu, Z. Dong, J. Liu, J. Leon, L. Wu and L. G. Franquelo, “Disturbance and Uncertainty Attenuation for Speed Regulation of PMSM Servo System Using Adaptive Optimal Control Strategy", IEEE Transactions on Transportation Electrification, vol.9, no.2, pp.3410-3420, Jun. 2023. DOI: 10.1109/TTE.2022.3227070. (中科院一区，JCR一区，TOP期刊，ESI 高被引，IF：7.2，中国电工技术学会期刊等级T2) [6] L. Liu, Q. Zhou, H. Liang, and L. Wang, “Stability and Stabilization of Nonlinear Switched Systems under Average Dwell Time,” Applied Mathematics and Computation, vol. 298, pp. 77–94, 2017. URL: doi.org/10.1016/j.amc.2016.11.006. (JCR一区，中科院二区，IF：3.5，自动化学会期刊等级A) [7] L. Liu, Y. Yin, J. Wang, and Q. Wu, “Stability Analysis of Discrete-time Switched Nonlinear Systems via T-S Fuzzy Model Approach,” Neurocomputing, vol. 173, pp. 1967–1971, 2016. URL: doi.org/10.1016/j.neucom.2015.08.007. (JCR一区，中科院二区，IF：5.5，自动化学会期刊等级A) [8] L. Liu, Y. Yin, L. Wang, and R. Bai, “Stability Analysis for Switched Positive T-S Fuzzy Systems,” Neurocomputing, vol. 173, pp. 2009–2013, 2016. URL: doi.org/10.1016/j.neucom.2015.08.075. (JCR一区，中科院二区，IF：5.5，自动化学会期刊等级A) [9] L. Li, L. Liu∗, and Y. Yin, “Stability Analysis for Discrete-time Switched Nonlinear System under MDADT Switching,” IEEE Access, vol. 5, pp. 18 646–18 653, 2017. DOI:10.1109/ACCESS.2017.2751584. (JCR一区，中科院三区，IF：3.4) [10] L. Liu, Y. Zhao, and H. Li, “Fuzzy Control for Discrete-time Nonlinear Switched Systems with Improved Average Dwell Time,” International Journal of Machine Intelligence and SensorySignal Processing, vol.1, no. 4, pp. 321–340, 2016. URL: doi.org/10.1504/IJMISSP.2016.085270. (其他) [11] H. Xie, L. Liu, Y. He, F. Xiang, J. Rodriguez and R. Kennel, “Gradient Descent-Based Objective Function Reformulation for Finite Control Set Model Predictive Current Control with Extended Horizon", IEEE Transactions on Industrial Electronics, vol.69, no.9, pp.8667-8678, Sep. 2022. DOI: 10.1109/TIE.2021.3116567. (JCR一区，中科院一区, IF: 7.5，自动化学会期刊等级A，中国电工技术学会期刊等级T1) [12] X. Zhao, Y. Yin, L. Liu, and X. Sun, “Stability Analysis and Delay Control for Switched Positive Linear Systems,” IEEE Transactions on Automatic Control, vol. 63, no. 7, pp. 2184–2190, 2017. DOI: 10.1109/TAC.2017.2757460. (JCR一区, 中科院一区，IF: 6.2, ESI 高被引，自动化学会期刊等级A+) [13] L. Liu, H. Xie, D. Kong, Y. Yin, Y. Zhao, Z. Zhang and R. Kennel, “A Disturbance Observer-Based Integral Sliding Mode Control for Two-Level Power Converter", 2021 IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics (PRECEDE), 2021, pp. 987-992. Jinan, China. DOI: 10.1109/PRECEDE51386.2021.9680925. (EI，Oral Presentation) [14] L. Liu, Y. Zhao, Y. Yin, and J. You, “Current sensor-less control for boost dc-dc converter based on switched observer,” in IECON 2018-44th Annual Conference of the IEEE Industrial Electronics Society, IEEE, 2018, pp. 1122–1127. Washington DC, USA. DOI: 10.1109/IECON.2018.8591651. (EI, Oral Presentation) [15] L. Liu, Y. Zhao, Z. Zhang, and B. Ma, “State estimation for nonlinear switched systems under constrained switching,” in 2018 33rd Youth Academic Annual Conference of Chinese Association of Automation (YAC), IEEE, 2018, pp. 946–951. Nanjing, China. DOI:10.1109/YAC.2018.8406507. (EI, Oral Presentation) [16] L. Liu, Y. Zhao, Y. Gao, and D. Yao, “Delayed control for switched nonlinear systems with improved average dwell time,” in 2017 32nd Youth Academic Annual Conference of Chinese Association of Automation (YAC), IEEE, 2017, pp. 28–33. Anhui, China. DOI: 10.1109/YAC.2017.7967373. (EI, Poster Presentation) [17] H. Xie, F. Wang, Y. He, L. Liu, C. Wu, R. Qi, G. Luo and R. Kennel, “Cascaded Predictive Current Control with a Piecewise Approach for Induction Machine Drives", 2021 IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics (PRECEDE), 2021. DOI: 10.1109/PRECEDE51386.2021.9680982. (EI) | ||||
代表性专利、专著 [1] Y. Yin, L. Liu, Z. Hu, H. Lin, and L. Wu, “Robust Control Strategies for Power Electronics in Smart Grid Applications”, Springer Cham, 2024, ISBN: 978-3-031-53188-0. DOI: https://doi.org/10.1007/978-3-031-53188-0. 英文专著，2024. 排名第二 | ||||
科研获奖 | ||||
社会、学会及学术兼职 [1] 期刊Applied Sciences 客座编辑； [2] 第 26 届 IEEE 工业技术国际会议（ICIT 2025）专题主席； [3] 权威期刊 IEEE Transactions on Power Electronics, IEEE Transactions on Industrial Electronics, IEEE Transactions on Industrial Informatics, IEEE Transactions on Automatic Control, 中国电机工程学报, 自动化学报等10多余期刊审稿人. | ||||
荣誉奖励 [1] 中国国际“互联网+”大学生创新创业大赛银奖，2022. | ||||
