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个人简介

主讲本科课程: 最优化方法 主讲研究生课程: 系统工程 教育背景: 2009.09-2014.07,浙江大学,工学博士; 2005.09-2009.07,山东大学,工学学士。 工作履历: 2017.01至今,深圳大学,副研究员; 2014.09-2016.12,深圳大学,讲师; 2013.10-2014.09,香港理工大学,研究助理; 2011.11-2012.11,香港理工大学,研究助理

研究领域

智能电网与电力电子技术 1、深度学习、人工智能(能源互联网数据挖掘与机器学习、电动汽车集群优化控制与调度); 2、智能电网与移动物联网(信息物理融合系统、分布式优化与控制); 3、电气化智能交通(电动汽车充放电控制、充电设施规划、无线充电系统)

主持项目: 2019.1-2021.1,深圳市高端人才科研启动项目(孔雀计划):新能源与电动汽车广泛接入的能源互联网运行与规划研究(270万); 2019.1-2021.12,国家电网能源研究院科技项目:基于数据挖掘和市场博弈的能源站运营模式和适应性分析研究; 2018.04-2019.12,电网智能化调度与控制教育部重点实验室开放课题:基于深度学习理论的电动汽车集群负荷建模研究; 2018.01-2020.01,深圳市知识创新计划基础研究项目:加快深圳市电动汽车大规模应用的充电设施与供电网络协调规划研究; 2016.01-2018.12,国家自然科学基金青年科学基金项目:电力市场中计及不确定性的电动汽车充电设施综合规划; 2015.08-2018.08,广东省自然科学基金博士科研启动项目:计及发展不确定性的充电设施多阶段规划; 2015.10-2016.10,深圳大学新引进教师科研启动项目:适应电动汽车快速发展的充电设施多阶段规划方法; 2015.10-2016.10,深圳市城市轨道交通重点实验室开放基金:智能电网和智能交通环境下电动汽车充电站优化规划。

近期论文

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代表期刊论文: [15] H. Wang, J. Ruan, G. Wang*, B. Zhou, Y. Liu, X. Fu, J.-C. Peng, "Deep Learning Based Interval State Estimation of AC Smart Grids against Sparse Cyber Attacks," in IEEE Transactions on Industrial Informatics, vol. PP, no. 99, pp. 1-1. [14] G. Wang, X. Zhang, H. Wang, J.-C. Peng, H. Jiang, Y. Liu, C. Wu, Z. Xu, W. Liu,"Robust Planning of Electric Vehicle Charging Facilities With an Advanced Evaluation Method," in IEEE Transactions on Industrial Informatics, vol. 14, no. 3, pp. 866-876, March 2018. [13] X. Zhang, H. Wang, J.-c. Peng, Y. Liu, G. Wang, H. Jiang, GPNBI inspired MOSDE for electric power dispatch considering wind energy penetration, Energy, Volume 144, 2018, Pages 404-419. [12] H. Wang, G. Li, G. Wang*, J. Peng, H. Jiang, Y. Liu, Deep learning based ensemble approach for probabilistic wind power forecasting, Applied Energy, Volume 188, 2017, Pages 56-70.(ESI高被引论文) [11] H.Z. Wang, G.B. Wang*, G.Q. Li, J.C. Peng, Y.T. Liu, Deep belief network based deterministic and probabilistic wind speed forecasting approach, Applied Energy, Volume 182, 2016, Pages 80-93.(ESI热点论文,ESI高被引论文) [10] B. Fan, C. Wang, Q. Yang, W. Liu and G. Wang, "Performance Guaranteed Control of Flywheel Energy Storage System for Pulsed Power Load Accommodation," in IEEE Transactions on Power Systems, vol. PP, no. 99, pp. 1-1. [9] F. Zhang, G. Wang, K. Meng, J. H. Zhao, Z. Xu, Z. Y. Dong, J. Liang, "Improved Cycle Control and Sizing Scheme for Wind Energy Storage System Based on Multiobjective Optimization," in IEEE Transactions on Sustainable Energy, vol. 8, no. 3, pp. 966-977, July 2017. [8] Liu, Y.; Yin, S.; Pan, X.; Wang, H.; Wang, G.; Peng, J. Effects of Nonlinearity in Input Filter on the Dynamic Behavior of an Interleaved Boost PFC Converter. Energies 2017, 10, 1530. [7] H. Wang, H. Yi, J. Peng, G. Wang, Y. Liu, H. Jiang, W. Liu, Deterministic and probabilistic forecasting of photovoltaic power based on deep convolutional neural network, Energy Conversion and Management, Volume 153, 2017, Pages 409-422. [6] H. Wang, R. Zhang, J. Peng, G. Wang, Y. Liu, H. Jiang, W. Liu, GPNBI-inspired MOSFA for Pareto operation optimization of integrated energy system, Energy Conversion and Management, Volume 151, 2017, Pages 524-537. [5] G. Wang, J. Zhao, F. Wen, Y. Xue and G. Ledwich, "Dispatch Strategy of PHEVs to Mitigate Selected Patterns of Seasonally Varying Outputs From Renewable Generation," in IEEE Transactions on Smart Grid, vol. 6, no. 2, pp. 627-639, March 2015. [4] G. Wang, Z. Xu, F. Wen and K. P. Wong, "Traffic-Constrained Multiobjective Planning of Electric-Vehicle Charging Stations," in IEEE Transactions on Power Delivery, vol. 28, no. 4, pp. 2363-2372, Oct. 2013. [3] 韩伟强,王贵斌,文福拴,“电动汽车充电设施多阶段最优规划,”华北电力大学学报,vol. 41, no. 5, pp. 23-30, 2014. [2] 王辉, 王贵斌, 赵俊华, 文福拴, “考虑交通网络流量的电动汽车充电站规划,” 电力系统自动化, vol. 37, no. 13, pp. 63-69, Jul. 10. [1] 王贵斌, 赵俊华, 文福拴, 薛禹胜, 辛建波, “配电系统中电动汽车与可再生能源的随机协同调度,” 电力系统自动化, vol. 36, no. 19, pp. 22-29, Oct. 2012. 代表会议论文: [10] J. Ruan, H. Wang, S. Aziz, G. Wang, B. Zhou and X. Fu, "Interval state estimation based defense mechanism against cyber attack on power systems," 2017 IEEE Conference on Energy Internet and Energy System Integration (EI2), Beijing, 2017, pp. 1-5. [9] Y. Liu, D. Jin, H. Wang, G. Wang, J. Peng and S. Yin, "Double closed-loop control strategy of LCL three-phase grid-connected inverter," IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, 2017, pp. 1107-1112. [8] Yitao Liu, Dianheng Jin, Huaizhi Wang, Guibin Wang, Jianchun Peng and Y. Shan, "Magnetic components design of LCL filter in the grid connected power converter," 2017 IEEE 3rd International Future Energy Electronics Conference and ECCE Asia (IFEEC 2017 - ECCE Asia), Kaohsiung, 2017, pp. 1189-1193. [7] Xian Zhang, Ka Wing Chan, Xuesen Yang, Yangyang Zhou, Kexin Ye and Guibin Wang*, "A comparison study on electric vehicle growth forecasting based on grey system theory and NAR neural network," 2016 IEEE International Conference on Smart Grid Communications (SmartGridComm), Sydney, NSW, 2016, pp. 711-715. [6] Xian Zhang and G. Wang*, "Optimal dispatch of electric vehicle batteries between battery swapping stations and charging stations," 2016 IEEE Power and Energy Society General Meeting (PESGM), Boston, MA, 2016, pp. 1-5. [5] Y. Liu, Jianchun Peng, Guibin Wang, Huaizhi Wang and K. Y. See, "LCL filter design and analysis of grid-connected converter for power quality and EMI compliance," 2016 Asia-Pacific International Symposium on Electromagnetic Compatibility (APEMC), Shenzhen, 2016, pp. 142-144. [4] Y. Liu, Jianchun Peng, Guibin Wang, Huaizhi Wang and K. Y. See, "THD and EMI performance study of foil-wound inductor of LCL filter for high power density converter," 2016 IEEE 8th International Power Electronics and Motion Control Conference (IPEMC-ECCE Asia), Hefei, 2016, pp. 3467-3471. [3] Chaohang Zhang, Jianwei Chen, Yuhang Wang, Guibin Wang* and Zhao Xu, "Feasibility analysis and comparison of different types of electric vehicles," 10th International Conference on Advances in Power System Control, Operation & Management (APSCOM 2015), Hong Kong, 2015, pp. 1-6. [2] Guibin Wang, Fushuan Wen, Zhao Xu and Kit Po Wong, "Optimal dispatch of plug-in hybrid electric vehicles to reduce the load fluctuations on distribution networks," 2013 IEEE Power & Energy Society General Meeting, Vancouver, BC, 2013, pp. 1-5. [1] 王贵斌, 许昭, 文福拴, “平抑负荷波动的配电网电动汽车优化调度,” 第四届深港澳台博士生南山学术论坛, Dec. 2011

学术兼职

国家自然基金青年、面上及地区项目函评专家;南方电网、国家电网项目评审专家;IEEE会员;IEEE PES会员;多个SCI期刊审稿人

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