赵健
4118云顶集团手机版,教授
邮箱:zhaojianee@foxmail.com
地址:上海市杨浦区长阳路2588号致远楼508室
研究方向:智能配用电,灵活性资源调度,分布式发电管控等
个人简介
赵健,教授,2013年本科毕业于浙江大学电气工程及其自动化专业,2017年博士毕业于香港理工大学电气工程系,先后任美国阿贡国家实验室访问学者、香港理工大学助理研究员。
主持承担国家自然科学基金(获优秀结题)、国家重点研发计划子课题、上海市教委“晨光计划”、上海市教委优秀青年培养资助计划(获优秀立项)、上海市科委“扬帆计划”等项目;发表SCI/EI期刊论文40余篇,以第一作者和通讯作者发表中科院一区期刊10余篇,谷歌学术总被引次数1839次;申请国家发明专利49项,其中授权发明专利20余项;获中国电力科学技术奖三等奖、中国电力发展促进会科学技术奖二等奖、中国电机工程学会电力行业人工智能技术创新应用案例三等奖。
担任中科院一区期刊PCMPS助理编委,SCI期刊FER专刊编委,中文EI期刊《电力系统保护与控制》、中文核心期刊《浙江电力》青年学术委员会委员;被评为4118云顶集团手机版优秀教师,获校青年教师教学比赛二等奖,获IEEE PES协会最佳论文奖;担任TPWRS、TII等10余个国内外顶级/高水平期刊审稿人,被评为中科院一区期刊TSG最佳审稿人。
教育经历
2013—2017 香港理工大学,电气工程系,博士
2009—2013 浙江大学,4118云顶集团手机版,学士
工作经历
2018—至今 4118云顶集团手机版,4118云顶集团手机版,副教授、教授
2017—2018 香港理工大学,电气工程系,助理研究员
2016 美国阿贡国家实验室,能源部,访问学者
讲授课程
主讲《电力系统分析》(国家一流课程)、《电力系统工程计算方法》等。
公司产品
(1)员工就业情况:
所指导员工均顺利毕业,近三年共28人。其中,4人被推荐至上海交通大学、4118云顶集团手机版攻读博士研究生,1人入职科创企业,23人入职国家电网公司工作(国网浙江公司8人,国网上海公司4人,国网江苏公司2人,国网山东公司3人,国网安徽公司2人,国网福建公司、国网重庆公司、国网河北公司、国网山西公司共4人)。
(2)指导员工获奖情况:
作为第一指导老师,指导硕士研究生获第十八届“挑战杯”全国老员工课外学术科技作品竞赛全国一等奖、上海市特等奖,第九届中国国际“互联网+”老员工创新创业大赛上海市铜奖,指导多名硕士研究生获上海市优秀毕业生、优秀硕士论文、董事长奖学金、国家奖学金。
(3)团队提供平台:
团队和华东多省市国家电网公司建立了紧密的合作关系,可根据员工发展需求,为团队研究生提供国网运检、营销、数字化等多部门研发岗位实习平台;提供参与国家电网公司总部重点科技攻关任务、国家电网大型软硬件研发、国家电网产业单位联合研发等实践机会。
团队和清华大学、香港理工大学等知名高校保持长期合作关系,注重培养员工学术研究能力,提供发表高水平论文的学术平台,可推荐硕士毕业生赴国内外知名高校攻读博士学位,团队每年有固定名额可供研究生至清华大学团队进行培养。
主持的科研项目(部分)
[1] 国家自然科学基金:有限信息环境下低压配电系统潮流回溯与动态调度方法研究(51907114),2020-2022
[2] 国家科技重点研发计划:可离网型风/光/氢燃料电池直流互联与稳定控制技术(2020YFB1506804)(主持子课题),2020-2023
[3] 上海市科委扬帆计划:分布式光伏储能系统与配电网的互动模式及集群调控技术研究(19YF1416900),2019-2020
[4] 上海市教委晨光计划:基于高级量测架构的中低压配电系统拓扑识别技术研究(19CG61),2019-2022
[5] 上海市教委优秀青年培养资助计划:电力市场改革背景下电力系统专业员工思政教育研究,2019-2020
[6] 国家电网科技项目:稀疏量测条件下配电网状态感知与推演关键技术研究(SGZJHZ00HLJS2312231),2023-2024
[7] 国家电网科技项目:低压配电台区多源数据多因素质量核查与异常溯源方法研究(SGZJHZ00HLJS2311589),2022-2023
[8] 国家电网科技项目:计及复杂气象因素的源荷可变功率预测分析(SGSHJY00GPJS2100198),2021-2022
代表性期刊论文(通讯作者*)
[1] Zhao Jian, Li Liang, Zhao Xu, Wang Xiaoyu, Wang Haobo. “Full-Scale Distribution System Topology Identification Using Markov Random Field,” IEEE Transactions on Smart Grid, 2020, 11(6): 4714-4726. (SCI, IF: 9.6, 中科院一区)
[2] Zhao Jian, Wang Jianhui, Xu Zhao, Wang Cheng, Wan Can, Chen Chen. “Distribution Network Electric Vehicle Hosting Capacity Maximization: A Chargeable Region Optimization Model,” IEEE Transactions on Power Systems, 2017, 32(5): 4119-4130. (SCI, IF:6.6, 中科院一区)
[3] Zhao Jian, Wan Can, Xu Zhao, Wong Kip Po. “Spinning Reserve Requirement Optimization Considering Integration of Plug-In Electric Vehicles,” IEEE Transactions on Smart Grid, 2017, 8(4): 2009-2021. (SCI, IF:9.6, 中科院一区)
[4] Zhao Jian, Wan Can, Xu Zhao, Wang Jianhui. “Risk-Based Day-Ahead Scheduling of Electric Vehicle Aggregator Using Information Gap Decision Theory,” IEEE Transactions on Smart Grid, 2017, 8(4): 1609-1618. (SCI, IF:9.6, 中科院一区)
[5] Zhao Jian, Xu Zhao. “Ramp-Limited Optimal Dispatch Strategy for PV-Embedded Microgrid,” IEEE Transactions on Power Systems, 2017, 32(5): 4155-4157. (SCI, IF:6.6, 中科院一区)
[6] Zhao Jian, Xu Zhao, Wang Jianhui, Wang Cheng, Li Jiayong. “Robust Distributed Generation Investment Accommodating Electric Vehicle Charging in a Distribution Network,” IEEE Transactions on Power Systems, 2018, 33(5): 4654-4666. (SCI, IF:6.6, 中科院一区)
[7] Zhao Jian, Xu Mingxin, Wang Xiaoyu, Zhu Jiong, Xuan Yi, Sun Zhiqing. “Data-Driven Based Low-Voltage Distribution System Transformer-Customer Relationship Identification,” IEEE Transactions on Power Delivery, 2022, 37(4): 2966-2977. (SCI, IF:4.4, 中科院二区)
[8] Zhao Jian, Zhang Jianhui, Zhang Leiqi, Liu Yixin. “Voltage Resilience Improvement Strategy for Off-Grid Microgrid Based on Power Flow Mapping Model,” Electric Power Systems Research, 2023, 225: 109863.
[9] Yu Xiao, Zhao Jian*, Wang Xiaoyu, Zhang Haipeng, Li Jiayong, Xu Zhao. “Distributed Photovoltaic Installation Admittance Optimization: An End to End Approach,” IEEE Transactions on Smart Grid, 2023, 14(6): 4942-4952. (SCI, IF:9.6, 中科院一区)
[10] Zhang Haipeng, Zhao Jian, Wang Xiaoyu. “Low-Voltage Distribution Grid Topology Identification with Latent Tree Model,” IEEE Transactions on Smart Grid, 2022, 13(3): 2158-2169. (SCI, IF:9.6, 中科院一区)
[11] Yu Xiao, Zhao Jian*, Zhang Haipeng, Wang Xiaoyu, Bian Xiao Yan. “Data-Driven Distributed Grid Topology Identification Using Backtracking Jacobian Matrix Approach,” IEEE Transactions on Industrial Informatics, 2024, 20(2): 1711-1720. (SCI, IF:12.3, 中科院一区)
[12] Lyu Xue, Zhao Jian*, Jia Youwei, Xu Zhao, Wong Kit Po. “Coordinated Control Strategies of PMSG-Based Wind Turbine for Smoothing Power Fluctuations,” IEEE Transactions on Power Systems, 2019, 34(1): 391-401. (SCI, IF:6.6, 中科院一区)
[13] Hu Huilin, Zhao Jian*, Bian Xiaoyan, Xuan, Yi. “Transformer-Customer Relationship Identification for Low-Voltage Distribution Networks Based on Joint Optimization of Voltage Silhouette Coefficient and Power Loss Coefficient,” Electric Power Systems Research, 2023, 216: 109070.
[14] Wan Can, Zhao Jian*, Song Yonghua, Xu Zhao, Hu Zechun. “Photovoltaic and Solar Forecasting Techniques for Smart Grid Energy Management,” CSEE Journal of Power and Energy Systems, 2015, 1(4): 38. (SCI, IF:7.1, 中科院二区)
[15] Wu Huayi, Xu Zhao, Zhao Jian, Chai Songjian, Xu Xu. “Gridtopo-GAN for Distribution System Topology Identification,” IEEE Transactions on Industrial Informatics, 2023, 19(4): 5356-5366. (SCI, IF:12.3, 中科院一区)
[16] Li Jiayong, Xu Zhao, Zhao Jian, Zhang Chaorui. “Distributed Online Voltage Control in Active Distribution Networks Considering PV Curtailment,” IEEE Transactions on Industrial Informatics, 2019, 15(10): 5519-5530. (SCI, IF:12.3, 中科院一区)
[17] Li Jiayong, Xu Zhao, Zhao Jian, Wan Can. “A Coordinated Dispatch Model for Distribution Network Considering PV Ramp,” IEEE Transactions on Power Systems, 2018, 33(1): 1107-1109. (SCI, IF:6.6, 中科院一区)
[18] Yang Fan, Yu Shibing, Zhao Jian*, Li Dongdong, Lin Shunfu. “Distributed Reconfigurable Model Predictive Control Based Load Frequency Control of Microgrid Clusters with Dynamic Topology,” Electric Power Systems Research, 2023, 221: 109445.
[19] Xu Xu, Zhao Jian*, Xu Zhao, Chai Songjian, Li Jiayong, Yu Yi. “Stochastic Optimal TCSC Placement in Power System Considering High Wind Power Penetration,” IET Generation Transmission & Distribution, 2018, 12(12): 3052-3060.
[20] Lyu Xue, Xu Zhao, Zhao Jian, Wong Kit Po. “Advanced Frequency Support Strategy of Photovoltaic System Considering Changing Working Conditions,” IET Generation Transmission & Distribution, 2018, 12(2): 363-370.
[21] Liu Xiaoge, Xu Zhao, Zhao Jian. “Combined Primary Frequency Control Strategy of Permanent Magnet Synchronous Generator-Based Wind Turbine,” Electric Power Components and Systems, 2018, 46(14-15): 1704-1718.
[22] Li Jiayong, Xu Zhao, Zhao Jian, Chai Songjian, Yu Yi, Xu, Xu. “Model Predictive Control Based Ramp Minimization in Active Distribution Network Using Energy Storage Systems,” Electric Power Components and Systems, 2019, 47(3): 201-211.
[23] He Yuqin, Chai Songjian, Zhao Jian, Sun Yuxin, Zhang Xian. “A Robust Spatio‐Temporal Prediction Approach for Wind Power Generation Based on Spectral Temporal Graph Neural Network,” IET Renewable Power Generation, 2022, 16(12): 2556-2565.
代表性会议论文
[1] Zhao Jian, Wan Can, Xu Zhao, Li Jiayong. “Impacts of Large-Scale Photovoltaic Generation Penetration on Power System Spinning Reserve Allocation,” 2016 IEEE Power and Energy Society General Meeting (PESGM), Boston, MA, USA, 2016, pp. 1-5.(获IEEE PES协会2016年度最佳会议论文奖)
[2] Zhao Jian, You Zhenfei, Wang Xiaoyu, Bian Xiaoyan,Xu Xianghai, Hou Weihong. “A Hybrid CNN/Poisson Fusion Based Power Transformer External Defect Detecting Method,” 2020 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia), Weihai, China, 2020, pp. 1453-1460.
授权专利(部分)
[1] “一种基于马尔可夫随机场的低压配电系统网络拓扑识别方法”,ZL202010119754.4,授权日2023.11.03
[2] “基于双环网多层拓扑优化的电动汽车有序充电方法及系统”,ZL202110710361.5,授权日2022.11.29
[3] “考虑开关站下支线重组的电动汽车充放电控制方法及系统”,ZL202110710371.9,授权日2022.11.29
[4] “配电网分布式储能投资优化方法及装置”, ZL201810144913.9,授权日2023.12.22
[5] “基于AMI的智能电表相位识别、拓扑辨识及阻抗估计方法”,ZL201911086906.9,授权日2021.10.08
[6] “计及经济性和可靠性的区域综合能源系统优化配置方法”,ZL201911332494.2,授权日2021.07.23
[7] “一种高渗透风机模糊自适应运行的微网电压控制方法”,ZL201911332494.2,授权日2021.07.20
[8] “适用于高比例新能源微电网的源-荷协同辅助调频方法”,ZL201911350959.7,授权日2021.05.04
[9] “一种基于多量测断面的中压配电网拓扑辨识方法”,ZL202010132448.4,授权日2022.04.01
[10] “一种考虑热网特性的电热联合系统辅助服务调度方法”,ZL201911367823.7,授权日2021.03.02
[11] “基于电力大脑中枢的用能数据与碳排放量关联分析方法”,ZL202111024764.0,授权日2021.12.03
[12] “基于目标检测与语义分割的隔离开关开合状态识别方法”,ZL202011137320.3,授权日2022.11.11
[13] “一种基于逻辑回归法的低压配电网拓扑识别方法及系统”,ZL202010393380.5,授权日2021.12.10
[14] “基于ADMM的分层分布式灵活性资源协调优化调度方法”,ZL 201911384297.5,授权日2022.10.18
[15] “一种计及调频效益的微电网源-荷动态频率控制方法”,ZL201911350962.9,授权日2021.07.20
[16] “基于电力大脑中枢的电网负荷调整方法及装置”,ZL202110623798.5,授权日2023.04.18
[17] “一种基于概率图模型的配电网结构识别方法”,ZL201911087307.9,授权日2021.10.08
[18] “基于多种监测数据的开关柜局部放电故障检测方法及系统”,ZL 202110026079.5,授权日2022.03.25
[19] “一种计及灵活性储备的含风电多微网系统分布式调控方法”,ZL 202011427220.4,授权日2023.04.28
[20] “一种最大相关性筛选算法实现拓扑识别方法”,ZL202010064451.7,授权日2022.10.18
近三年部分毕业员工情况一览表
姓名 | 毕业去向 | 在校期间科研成果 |
李* | 4118云顶集团手机版攻读博士研究生 (获国家奖学金、经理奖学金、校优秀毕业生) | [1] Zhao Jian, Li Liang, et al. “Full-scale Distribution System Topology Identification Using Markov Random Field,” IEEE Transactions on Smart Grid, 2020, 11(6): 4714-4726. (SCI, IF: 9.6, 中科院一区) [2] Li Liang, Zhao Jian*, et al. “Transformer-Customer Connectivity Relationship Identification for Low-Voltage Distribution System with High Penetration of Household PV Systems,” IEEE Transactions on Smart Grid, 2023. Under review (SCI, IF: 9.6, 中科院一区) |
张** | 上海交通大学攻读博士研究生 (获经理奖学金、上海市优秀毕业生) | Zhang Haipeng, Zhao Jian*, et al. “Low-voltage Distribution Grid Topology Identification with Latent Tree Model,” IEEE Transactions on Smart Grid, 2022, 13(3): 2158 - 2169. (SCI, IF: 9.6, 中科院一区) |
徐* | 4118云顶集团手机版攻读博士研究生 | Xu Bin, Zhao Jian*, et al. “Peer-to-Peer Fake Power Trading Detection Based on Measured Data Assessment Approach,” IEEE Transactions on Smart Grid, 2023. Submitted (SCI, IF: 9.6, 中科院一区) |
于* | 上海交通大学攻读博士研究生 | [1] Yu Xiao, Zhao Jian*, et al. “Distributed Photovoltaic Installation Admittance Optimization: An End to End Approach,” IEEE Transactions on Smart Grid, 2023, 14(6): 4942-4952. (SCI, IF: 9.6, 中科院一区) [2] Yu Xiao, Zhao Jian*, et al. “Data-driven Distributed Grid Topology Identification Using Backtracking Jacobian Matrix Approach,” IEEE Transactions on Industrial Informatics, 2024, 20(2): 1711-1720. (SCI, IF:12.3, 中科院一区) |
尤** | 国网舟山供电公司 (获“国网公司技术能手”荣誉称号,省部级人才) | [1] 尤**, 赵健*, 等. 基于语义分割与连通区域标记的隔离开关状态识别方法[J]. 电力系统自动化, 2021, 45(20): 157-165.(中文EI期刊) [2] Zhao Jian, You Zhenfei, et al. “A Hybrid CNN/Poisson Fusion Based Power Transformer External Defect Detecting Method,” 2020 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia), Weihai, China, 2020, pp. 1453-1460. |
徐** | 国网青岛供电公司 (获董事长奖学金、上海市优秀毕业生) | [1] Zhao Jian, Xu Mingxin, et al. “Data-Driven Based Low-Voltage Distribution System Transformer-Customer Relationship Identification,” IEEE Transactions on Power Delivery, 2022, 37(4): 2966 – 2977. (SCI, IF:4.4, 中科院二区) [2] 徐**, 赵健*, 等. 基于电压聚类和关联卷积的配电网户变关系识别方法[J]. 电力系统保护与控制, 2022, 50(04): 92-102. (中文EI期刊) |
王** | 国网嘉兴供电公司 | 王**, 赵健*, 等. 基于对冲对抗机制与图注意力网络的异常用电检测[J]. 电力系统自动化, 2022, 46(22): 120-128. (中文EI期刊) |
曹** | 国网上海市电力公司 | 曹**, 赵健*, 等. 考虑合环约束的单双环配电网负荷重组均衡优化[J]. 电网技术, 2022, 46(9): 3604-3619. (中文EI期刊) |
刘* | 国网合肥供电公司 | 刘*, 赵健*, 等. 考虑荷储动态特性时序降维的配电网剩余供电能力评估[J]. 电力自动化设备, 2021, 41(10): 220-226. (中文EI期刊) |
徐** | 国网湖州供电公司 | 徐**, 赵健*, 等. 基于多任务联合模型的居民用电模式分类方法[J].电工技术学报, 2022, 37(21): 5490-5502. (中文EI期刊) |
胡** | 国网上海市电力公司 | Hu Huilin, Zhao Jian*, et al. “Transformer-customer Relationship Identification for Low-voltage Distribution Networks based on Joint Optimization of Voltage Silhouette Coefficient and Power Loss Coefficient,” Electric Power Systems Research, 2023, 216: 109070. |
徐** | 国网杭州供电公司 | 徐**, 赵健*, 等. 基于可达性分析的配电网故障指示器优化配置[J].电力系统及其自动化学报, 2024, 36(01): 141-151. |
朱** | 国网上海市电力公司经济技术研究院 (获校优秀毕业生) | 朱**, 赵健*, 等. 高比例户用光伏接入下低压配电网户变关系识别 [J]. 电网技术.(录用)(中文EI期刊) 作为负责人,获得2023年第十八届“挑战杯”老员工课外学术科技作品竞赛国赛一等奖。 |