【个人简介】
袁君,女,博士,校聘副教授。自2017年以来从事数据驱动、智能控制及其应用相关的研究,在IEEE Transactions on Intelligent Smart Grid 和 IEEE Transactions on Industrial Informatics 等国际期刊上以第一作者发表学术论文4篇。
【教育背景】
2019–2022:广东工业大学, 控制科学与工程专业, 工学博士学位。
2021-2022:奥尔堡大学, 丹麦, 工程与科学学院,联合培养。.
2016–2019:广东工业大学, 控制工程专业, 工学硕士学位。
2017-2018:哈根大学, 德国, 数学与计算机学院,交流访问。
2011–2015:哈尔滨理工大学, 自动化专业,工学学士学位。
【学科领域】
主要从事数据驱动的能量管理系统优化控制研究。
【主讲课程】
《现代控制理论》等
【项目课题】
1.2018-至今间歇性能源弹性存储技术与电网友好型能源路由器的研制, 广州市科技计划项目, 201804010310, 参与.
2.2017–至今离子引擎供电电源的超高增益变换器及最佳负载点运行控制, 国家自然科学青年基金项目, 51907032, 参与.
【主要成果】
1.J. Yuan(袁君), S. S. Yu, G. Zhang, C. P. Lim, H. Trinh and Y. Zhang, "Design and HIL Realization of an Online Adaptive Dynamic Programming Approach for Real-time Economic Operations of Household Energy Systems," IEEE Transactions on Smart Grid, doi: 10.1109/TSG.2021.3107447. (SCI收录, 中科院一区top, IF:8.038)
2.J. Yuan(袁君), S. Chen, Y. Zhang, et al., "A Kernel-based Real-time Adaptive Dynamic Programming Method for Economic Household Energy Systems," IEEE Transactions on Industrial Informatics, (SCI收录, 中科院一区top, IF:10.113).
3.J. Yuan(袁君), G. Zhang, S. S. Yu, Z. Chen, L. Zhong and Y. Zhang, "A multi-timescale smart grid energy management system based on adaptive dynamic programming and Multi-NN Fusion prediction method," Knowledge-Based Systems, doi: 10.1016/j.knosys.2022.108284. (SCI收录, 中科院一区top, IF:8.96)
4.J. Yuan(袁君), Z. Chen, X. Wang, X. Zeng and Y. Zhang, "An Energy Management System Based on Adaptive Dynamic Programming for Microgrid Economic Operation," 2020 Chinese Automation Congress (CAC), 2020, pp. 1459-1464, doi: 10.1109/CAC51589.2020.9327528.(EI收 录)
5.G. Zhang, J. Yuan(袁君), L. Zhong, S. S. Yu, Si-Zhe Chen, H. Trinh and Y. Zhang, "Forming a Reliable Hybrid Microgrid Using Electric Spring Coupled With Non-Sensitive Loads and ESS," IEEE Transactions on Smart Grid, vol. 11, no. 4, pp. 2867-2879, July 2020, doi: 10.1109/TSG.2020.2970486. (SCI收录, 中科院一区top, IF:8.96)
6.G. Zhang, J. Yuan(袁君), et al., "Advanced Four-Mode-Modulation-based four-switch noninverting Buck-Boost Converter with Extra Operation Zone," IET Power Electronics, 2020(5), doi: 10.1049/iet-pel.2019.1540.(SCI收录, 中科院三区, IF:2.64)
授权专利:
7.一种基于粒子群算法的交直流智能家庭微网运行方法.中国发明专利(CN201710178624.6).
8.一种智能插座及运行方法. 中国发明专利(CN201610947738.8).
【联系方式】
邮箱:yuanjun0310@126.com