丁肇豪，银河galaxy集团教授，博士生导师，电力市场研究所副所长，入选第六届中国科协青年人才托举工程、北京市优秀人才培养资助计划，长期从事人工智能和运筹学方法在电力市场、电动交通、数据中心等信息-物理-社会系统中的应用研究。主持国家重点研发计划政府间合作专项、国家自然科学基金、国家能源局等国家级和省部级纵向和国家电网、南方电网、阿里巴巴等横向科研项目20余项。发表高水平学术论文90余篇，其中高水平期刊论文50余篇。作为主笔人之一参与了国家能源局《电力市场基本规则》、《电力市场监管办法》等规则的草拟工作。作为主要成员参与了多个省市和区域电力市场建设方案的研究和起草工作。获IEEE工业应用学会青年杰出成就奖、中国电工技术学会科技进步一等奖等学术奖励。担任多项学术兼职，其中包括IEEE IAS Energy System Committee副主席、论文评审主席，IEEE IAS微网与虚拟电厂分委会主席，中国电机工程学会能源系统专委会副秘书长，北京电机工程学会电力系统专委会秘书长，IEEE Transactions on Smart Grid, IEEE Transactions on Industry Applications编委等。
ResearchGate链接
Google Scholar链接
2024 ~ 今 银河galaxy集团，银河galaxy集团，教授
2020 ~ 2023银河galaxy集团，银河galaxy集团，副教授
2019 ~ 2020银河galaxy集团，银河galaxy集团，讲师
2015 ~ 2019银河galaxy集团，现代电力研究院，讲师
2010 ~ 2015美国德克萨斯大学阿灵顿分校，电气工程专业，获博士学位
2006 ~ 2010山东大学，电气工程及其自动化专业，获工学学士学位
2006 ~ 2010山东大学，金融学专业（双学位），获经济学学士学位
IEEE Senior Member
《IEEE Transactions on Smart Grid》，编委
《IEEE Transactions on Industry Applications》，编委
《IEEE Power Engineering Letters》，编委
IEEE IAS Energy System Committee，副主席，论文评审主席
IEEE TAB Climate Change Committee，委员
中国电机工程学会能源系统专委会，副秘书长
中国自动化学会新能源与储能控制专委会，委员
北京电机工程学会电力系统专委会，秘书长
春季学期本科生课程《电力系统经济与管理》
秋季学期研究生课程《电力市场理论与应用》
秋季学期本科生课程《电力市场基础》
1、学生培养
博士研究生：孙逸萌、窦子啸、李欣然
硕士研究生：【2016级】Amanuel Asrat；【2017级】卢莹（丹麦科技大学访问学生）；【2018级】朱枫（英国帝国理工大学访问学生）；【2019级】郭今冉、余开媛；【2020级】黄媛、谈文睿（瑞典皇家理工访问学生）；【2021级】窦子啸、孙逸萌、王丹丹、张煜【2022级】陈佳瑶、李欣然、路企源、徐志远、郑小康；【2023级】陈世洁、郎珺怡、赖勇康、王业涵、杨威、曲贺新
本科毕业设计：【2017届】赵轶凡；【2018届】马明辉、马欣明、周文杰；【2019届】郭今冉、王奕；【2020届】戴泽印、邓皓元、马斯宇、谈文睿、王潇宇；【2021届】窦子啸、孙逸萌、吴昇阳；【2022届】陈佳瑶、李欣然、路企源、秦龄、孙冉、徐志远；【2023届】陈世洁、郎珺怡、赖勇康、王业涵、崔楠昊、史毅康
2、学生荣誉
北京市优秀毕业生：卢莹、余开媛、窦子啸、孙逸萌、李欣然、徐志远、黄媛、谈文睿、郎珺怡
校级优秀硕士学位论文：卢莹、郭今冉、余开媛、黄媛、谈文睿
“百篇”优秀本科毕业设计奖：孙逸萌、陈佳瑶
国家奖学金：卢莹、郭今冉、黄媛、谈文睿、孙逸萌
校长奖学金：孙逸萌
IEEE Myron Zucker奖学金：卢莹
3、教学荣誉
电气电子工程创新大赛优秀指导教师奖，中国电工技术学会，2022年09月
校青年教师教学基本功比赛三等奖，银河galaxy集团，2022年08月
1、纵向项目
规模化算力弹性调度驱动的电力系统-数据中心低碳协同优化关键技术及仿真平台研究，国家重点研发计划，2023.12-2025.11，项目负责人
海量异构任务调度驱动的数据中心算力-电力协同运行机理与优化方法研究，国家自然科学基金面上项目，2023.1-2026.12，项目负责人
面向共享电动汽车的充电定价和负荷时空管理机理研究，国家自然科学基金青年项目，2020.1-2022.12，项目负责人
基于多元柔性挖掘的主动配电网协同运行关键技术与仿真平台研究，国家重点研发计划，2020.12-2023.11，任务负责人
公路交通运转运维用能需求分析与多能源自洽系统构型，国家重点研发计划，2021.12-2024.11，任务负责人
面向共享电动交通系统的电力-交通网协同优化研究，中国科协青年人才托举工程，2021.11-2022.12，项目负责人
规模化电动汽车充放电与电网多层级互动技术研究和应用示范，内蒙古自治区“双碳”科技创新揭榜挂帅重大专项，2022.12-2025.11，课题负责人
2、横向项目
全绿电数据中心区域算力-电力协同调控关键技术研究及示范，国网甘肃省电力公司，2024.3-2026.12
工业负荷感知辨识和综合用能建模研究，国网江苏省电力公司，2023.11-2024.11
面向新兴可调资源聚合的精准响应技术与市场化交易研究及应用，国网浙江省电力有限公司，2023.5-2024.12
新型电力系统背景下山东需求响应潜力评估及市场机制研究，国网山东省电力公司，2022.7-2023.12
基于业务负载灵活性调度的数据中心算力协同优化研究，CCF-阿里巴巴创新研究计划青年科学基金，2022.01-2022.12
基于大数据技术的多元用户需求响应行为分析与建模研究，国网山东省电力公司，2019.11-2020.12
1、期刊论文
[1] Dawei Qiu, Yi Wang, Zhaohao Ding, Goran Strbac. Graph Reinforcement Learning for Carbon-Aware Electric Vehicles in Power-Transport Networks [J]. IEEE Transactions on Smart Grid, 2024.
[2] Yujie Cao, Fang Cao, Yajing Wang, Jianxiao Wang, Lei Wu, Zhaohao Ding*. Managing data center cluster as non-wire alternative: A case in balancing market [J]. Applied Energy, 2024, 360: 122769.
[3] Zhaohao Ding, Payman Dehghanian, Jiangbiao He, Sidun Fang, Mahesh Illindala, Piampoom Sarikprueck, Ali Bidram. Guest Editorial: Advances in Energy Conversion, Control, Operation and Planning Towards Self-Sustained Highway Transportation Energy System [J]. IEEE Transactions on Industry Applications, 2023.
[4] Zhaohao Ding, Yu Zhang, Dechang Yang, Liang Dai, Dawei Wang, Hongke Xu, Long Zhao, Payman Dehghanian. Integrated Energy Management Scheme Considering Transportation Flexibility for Highway Service Zones [J]. IEEE Transactions on Industry Applications, 2023.
[5] Annie Lin, Shuli Wen, Miao Zhu, Zhaohao Ding, Tao Ding. Joint Optimal Energy Management and Voyage Scheduling for Economic and Resilient Operation of All-Electric Ships Considering Safe Return [J]. IEEE Transactions on Industry Applications, 2023.
[6] Jie Liu, Kaiqi Sun, Zhaohao Ding, Ke-Jun Li, Yuanyuan Sun. Multi-Stage Planning of Distribution Network with High Penetration Renewable Energy Considering Reliability Index [J]. IEEE Transactions on Industry Applications, 2023.
[7] Yimeng Sun, Zhaohao Ding*, Zechun Hu, Wei-Jen Lee. Risk-aware Operation Modeling for Ride-Hailing Fleet in Order Grabbing Mode: A Distributional Reinforcement Learning Approach [J]. IEEE Transactions on Smart Grid, 2023.
[8] Yanling Wang, Yajie Li, Yanhong Yang, Zhengnan Gao, Payman Dehghanian, Dechang Yang, Zhaohao Ding*. Aggregated Operation Scheme for Distributed Photovoltaic and Energy Storage System Enabling Multi-Service Provision [J]. IEEE Transactions on Industry Applications, 2023.
[9] Wenyu Liu, Yuejun Yan, Yimeng Sun, Hongju Mao, Ming Cheng, Peng Wang, Zhaohao Ding*. Online job scheduling scheme for low-carbon data center operation: an information and energy nexus perspective [J]. Applied Energy, 2023, 338: 120918.
[10] Shengyang Wu, Zhaohao Ding, Jingyu Wang, Dongyuan Shi. Unveiling bidding uncertainties in electricity markets: A Bayesian deep learning framework based on accurate variational inference [J]. Energy, 2023, 276: 127286.
[11] Tianyang Zhao, Haoyuan Yan, Xiaochuan Liu, Zhaohao Ding. Congestion-aware dynamic optimal traffic power flow in coupled transportation power systems [J]. IEEE Transactions on Industrial Informatics, 2022, 19(2): 1833-1843.
[12] Jianxiao Wang, Zhaohao Ding, Guannan He, Qifang Chen. Guest Editorial: Special Issue on Advanced Technology and Application for Hydrogen-Inchargtegrated Transportation and Power Systems [J]. IEEE Transactions on Industry Applications, 2022, 58(2): 2602-2606.
[13] Anjia Mao, Tiantian Yu, Zhaohao Ding*, Sidun Fang, Jinran Guo, Qianqian Sheng. Optimal scheduling for seaport integrated energy system considering flexible berth allocation [J]. Applied Energy, 2022, 308: 118386.
[14] Yanchang Liang, Zhaohao Ding*, Tianyang Zhao, Wei-Jen Lee. Real-time operation management for battery swapping-charging system via multi-agent deep reinforcement learning [J]. IEEE Transactions on Smart Grid, 2022, 14(1): 559-571.
[15] Yuan Huang, Zhaohao Ding*, Wei-Jen Lee. Charging cost aware fleet management for shared on-demand green logistic system [J]. IEEE Internet of Things Journal, 2022.
[16] Xianchao Huang, Min Tian, Wenrui Tan, Yimeng Sun, Xuyang Pan, Henglin Tang, Zhaohao Ding*. Joint charging infrastructure and autonomous fleet planning considering distributed renewable resources [J]. IEEE Transactions on Industry Applications, 2022, 58(6): 6920-6930.
[17] Zhaohao Ding*, Yu Zhang, Wenrui Tan, Xuyang Pan, Henglin Tang. Pricing based charging navigation scheme for highway transportation to enhance renewable generation integration [J]. IEEE Transactions on Industry Applications, 2022.
[18] Zhaohao Ding, Kaiyuan Yu, Cheng Wang, Wei-Jen Lee. Transmission line overload risk assessment considering dynamic line rating mechanism in a high-wind-penetrated power system: A data-driven approach [J]. IEEE Transactions on Sustainable Energy, 2022, 13(2): 1112-1122.
[19] Zhaohao Ding*, Wenrui Tan, Wenbing Lu, Wei-Jen Lee. Quality-of-service aware battery swapping navigation and pricing for autonomous mobility-on-demand system [J]. IEEE Transactions on Industrial Informatics, 2022, 18(11): 8247-8257.
[20] Peng Wang, Keqi Xu, Zhaohao Ding*, Yuling Du, Wenyu Liu, Beibei Sun, Zhizhong Zhu, Huidi Tang. An online electricity market price forecasting method via random forest [J]. IEEE Transactions on Industry Applications, 2022, 58(6): 7013-7021.
[21] Yujie Cao, Ming Cheng, Sufang Zhang, Hongju Mao, Peng Wang, Chao Li, Yihui Feng, Zhaohao Ding*. Data-driven flexibility assessment for internet data center towards periodic batch workloads [J]. Applied Energy, 2022, 324: 119665.
[22] Yihong Zhou, Zhaohao Ding*, Qingsong Wen, Yi Wang. Robust load forecasting towards adversarial attacks via Bayesian learning [J]. IEEE Transactions on Power Systems, 2022.
[23] Zhaohao Ding, Wenrui Tan, Wei-Jen Lee, Xuyang Pan, Shiqiao Gao. Integrated operation model for autonomous mobility-on-demand fleet and battery swapping station [J]. IEEE Transactions on Industry Applications, 2021, 57(6): 5593-5602.
[24] Ying Lu, Yanchang Liang, Zhaohao Ding*, Qiuwei Wu, Tao Ding, Wei-Jen Lee. Deep reinforcement learning-based charging pricing for autonomous mobility-on-demand system [J]. IEEE Transactions on Smart Grid, 2021, 13(2): 1412-1426.
[25] Shiwei Xia, Zhaohao Ding, Mohammad Shahidehpour, Ka Wing Chan, Siqi Bu, Gengyin Li. Transient stability-constrained optimal power flow calculation with extremely unstable conditions using energy sensitivity method [J]. IEEE Transactions on Power Systems, 2020, 36(1): 355-365.
[26] Shiwei Xia, Zhaohao Ding, Ting Du, Dongying Zhang, Mohammad Shahidehpour, Tao Ding. Multitime scale coordinated scheduling for the combined system of wind power, photovoltaic, thermal generator, hydro pumped storage, and batteries [J]. IEEE Transactions on Industry Applications, 2020, 56(3): 2227-2237.
[27] Shuli Wen, Tianyang Zhao, Yi Tang, Yan Xu, Miao Zhu, Sidun Fang, Zhaohao Ding. Coordinated optimal energy management and voyage scheduling for all-electric ships based on predicted shore-side electricity price [J]. IEEE Transactions on Industry Applications, 2020, 57(1): 139-148.
[28] Peng Wang, Yujie Cao, Zhaohao Ding*, Honghai Tang, Xuanyuan Wang, Ming Cheng. Stochastic programming for cost optimization in geographically distributed internet data centers [J]. CSEE Journal of Power and Energy Systems, 2020, 8(4): 1215-1232.
[29] Peng Wang, Yujie Cao, Zhaohao Ding*. Flexible multi-energy scheduling scheme for data center to facilitate wind power integration [J]. IEEE Access, 2020, 8: 88876-88891.
[30] Fei Teng, Zhaohao Ding, Zechun Hu, Piampoom Sarikprueck. Technical review on advanced approaches for electric vehicle charging demand management, part i: Applications in electric power market and renewable energy integration [J]. IEEE Transactions on Industry Applications, 2020, 56(5): 5684-5694.
[31] Yanchang Liang, Chunlin Guo, Jingjing Yang, Zhaohao Ding. Optimal planning of charging station based on discrete distribution of charging demand [J]. IET Generation, Transmission & Distribution, 2020, 14(6): 965-974.
[32] Yanchang Liang, Chunlin Guo, Zhaohao Ding, Huichun Hua. Agent-based modeling in electricity market using deep deterministic policy gradient algorithm [J]. IEEE Transactions on power systems, 2020, 35(6): 4180-4192.
[33] Yanchang Liang, Zhaohao Ding, Tao Ding, Wei-Jen Lee. Mobility-aware charging scheduling for shared on-demand electric vehicle fleet using deep reinforcement learning [J]. IEEE Transactions on Smart Grid, 2020, 12(2): 1380-1393.
[34] Zhaohao Ding, Fei Teng, Piampoom Sarikprueck, Zechun Hu. Technical review on advanced approaches for electric vehicle charging demand management, part ii: Applications in transportation system coordination and infrastructure planning [J]. IEEE Transactions on Industry Applications, 2020, 56(5): 5695-5703.
[35] Zhaohao Ding, Ying Lu, Kexing Lai, Ming Yang, Wei-Jen Lee. Optimal coordinated operation scheduling for electric vehicle aggregator and charging stations in an integrated electricity-transportation system [J]. International Journal of Electrical Power & Energy Systems, 2020, 121: 106040.
[36] Zhaohao Ding, Jinran Guo, Kexing Lai, Wei-Jen Lee. Spatial-temporal demand management and benefit allocation for geo-distributed charging station and EV aggregators [J]. IEEE Transactions on Industry Applications, 2020, 56(6): 6238-6249.
[37] Wei-Jen Lee, Goran Strbac, Zechun Hu, Zhaohao Ding, Piampoom Sarikprueck, Fei Teng, Georges Kariniotakis. Special issue on advanced approaches and applications for electric vehicle charging demand management [J]. IEEE Transactions on Industry Applications, 2020, 56(5): 5682-5683.
[38] Sidun Fang, Yan Xu, Zhengmao Li, Zhaohao Ding, Lu Liu, Hongdong Wang. Optimal sizing of shipboard carbon capture system for maritime greenhouse emission control [J]. IEEE Transactions on Industry Applications, 2019, 55(6): 5543-5553.
[39] Zhaohao Ding, Feng Zhu, Yajing Wang, Ying Lu, Lizi Zhang. Flexible demand resource pricing scheme: A stochastic benefit-sharing approach [J]. IEEE Transactions on Industry Applications, 2019, 55(6): 5554-5563.
[40] Zhaohao Ding, Yujie Cao, Liye Xie, Ying Lu, Peng Wang. Integrated stochastic energy management for data center microgrid considering waste heat recovery [J]. IEEE Transactions on Industry Applications, 2019, 55(3): 2198-2207.
[41] Fang Cao, Yajing Wang, Feng Zhu, Yujie Cao, Zhaohao Ding*. UPS node-based workload management for data centers considering flexible service requirements [J]. IEEE Transactions on Industry Applications, 2019, 55(6): 5533-5542.
[42] Yu Cheng, Wang Wang, Zhaohao Ding*, Zhiyao He. Electric bus fast charging station resource planning considering load aggregation and renewable integration [J]. IET Renewable Power Generation, 2019, 13(7): 1132-1141.
[43] Shiwei Xia, Ka Wing Chan, Xiao Luo, Siqi Bu, Zhaohao Ding, Bin Zhou. Optimal sizing of energy storage system and its cost-benefit analysis for power grid planning with intermittent wind generation [J]. Renewable energy, 2018, 122: 472-486.
[44] Yuanzheng Li, Tianyang Zhao, Chang Liu, Yong Zhao, Ping Wang, Hoay Beng Gooi, Kaicheng Li, Zhaohao Ding. An interactive decision-making model based on energy and reserve for electric vehicles and power grid using generalized stackelberg game [J]. IEEE Transactions on Industry Applications, 2018, 55(4): 3301-3309.
[45] Zhaohao Ding, Liye Xie, Ying Lu, Peng Wang, Shiwei Xia. Emission-aware stochastic resource planning scheme for data center microgrid considering batch workload scheduling and risk management [J]. IEEE Transactions on Industry Applications, 2018, 54(6): 5599-5608.
[46] Zhaohao Ding, Ying Lu, Lizi Zhang, Wei-Jen Lee, Dayu Chen. A stochastic resource-planning scheme for PHEV charging station considering energy portfolio optimization and price-responsive demand [J]. IEEE Transactions on Industry Applications, 2018, 54(6): 5590-5598.
[47] Yuanzheng Li, Tianyang Zhao, Ping Wang, Hoay Beng Gooi, Zhaohao Ding, Kaicheng Li, Wei Yan. Flexible scheduling of microgrid with uncertainties considering expectation and robustness [J]. IEEE Transactions on Industry Applications, 2017, 54(4): 3009-3018.
[48] Zhuodi Wang, Kejun Li, Jingguo Ren, Lijun Sun, Jianguo Zhao, Yongliang Liang, Wei-Jen Lee, Zhaohao Ding, Ying Sun. A coordination control strategy of voltage-source-converter-based MTDC for offshore wind farms [J]. IEEE Transactions on Industry Applications, 2015, 51(4): 2743-2752.
[49] Zhaohao Ding, Wei-Jen Lee. A stochastic microgrid operation scheme to balance between system reliability and greenhouse gas emission[J]. IEEE Transactions on Industry Applications, 2015, 52(2): 1157-1166.
[50] Zhaohao Ding, Piampoom Sarikprueck, Wei-Jen Lee. Medium-term operation for an industrial customer considering demand-side management and risk management[J]. IEEE Transactions on Industry Applications, 2015, 52(2): 1127-1135.
[51] Zhaohao Ding, Wei-Jen Lee, Juanjuan Wang. Stochastic resource planning strategy to improve the efficiency of microgrid operation [J]. IEEE Transactions on Industry Applications, 2014, 51(3): 1978-1986.
[52] Jie Shi, Zhaohao Ding, Wei-Jen Lee, Yongping Yang, Yongqian Liu, Mingming Zhang. Hybrid forecasting model for very-short term wind power forecasting based on grey relational analysis and wind speed distribution features [J]. IEEE Transactions on Smart Grid, 2013, 5(1): 521-526.
[53] 齐屹, 张静, 刘菁, 魏胜楠, 王雁凌, 丁肇豪. 新能源入市风险下计及影响层的现货限价自适模型[J/OL].中国电力,1-9.
[54] 杨浩, 刘虎, 丁肇豪, 孙正龙, 刘铖, 蔡国伟, 张戈力. 计及短路比提升与暂态过电压抑制的含高比例风电送端电网两阶段式调相机优化配置[J].电网技术,2024,48(02):540-552.
[55] 朱子恒, 张策, 丁肇豪*, 张达. 数据中心纳入全国碳排放权交易市场机制研究[J/OL].中国电机工程学报, 1-18.
[56] 方斯顿, 赵常宏, 丁肇豪, 张沈习, 廖瑞金. 面向碳中和的港口综合能源系统 (一): 典型系统结构与关键问题 [J]. 中国电机工程学报, 2023, 43(01): 114-135.
[57] 方斯顿, 赵常宏, 丁肇豪, 张沈习, 廖瑞金. 面向碳中和的港口综合能源系统(二)：能源–交通融合中的柔性资源与关键技术[J].中国电机工程学报, 2023, 43(03): 950-969.
[58] 陈熙, 程瑜, 丁肇豪*. 低碳驱动的长时储能容量补偿机制[J].电力系统自动化, 2023, 47(07): 32-41.
[59] 严浩源, 赵天阳, 刘晓川, 丁肇豪. 计及多重阻塞的电动汽车移动储能特性建模 [J]. Applied Mathematics & Mechanics (1000-0887), 2022, 43(11): 1214-1226.
[60] 丁肇豪, 曹雨洁, 张素芳, 王鹏, 刘吉臻, 程明, 毛宏举. 能源互联网背景下数据中心与电力系统协同优化 (一): 数据中心能耗模型 [J]. 中国电机工程学报, 2022, 42(09): 3161-3177.
[61] 曹雨洁, 丁肇豪, 王鹏, 张素芳, 刘吉臻, 刘文娟, 程明. 能源互联网背景下数据中心与电力系统协同优化(二)：机遇与挑战[J].中国电机工程学报, 2022, 42(10): 3512-3527.
[62] 程瑜, 邰宇峰, 丁肇豪, 卢莹. 基于网络流的共享电动汽车优化调度 [J]. 电工技术学报, 2022, 37(S1): 145-152.
[63] 丁肇豪, 余开媛, 王程. 考虑动态输送容量机制的电力传输线过载风险评估 [J]. 电力系统自动化, 2021, 45(09): 146-152.
[64] 廖侃, 丁肇豪*, 舒隽, 陈杰, 赵进. 欧美电力市场操纵行为监管原则分析及其对中国的启示 [J]. 电力系统自动化, 2020, 44(14): 1-8.
[65] 黄弦超, 封钰, 丁肇豪*. 多微网多时间尺度交易机制设计和交易策略优化 [J]. 电力系统自动化, 2020, 44(24): 77-88.
[66] 范斌, 姚瑜, 赵志芳, 李雲建, 张粒子, 丁肇豪. 美英电力市场信息披露机制及其对中国的启示 [J]. 价格理论与实践, 2018, 403(01): 78-81.
2、会议论文
[1] Shijie Chen, imengSun Y, Wenyu Liu, Zhaohao Ding*. Learning Enabled Data Center Operation Scheme for Participating in Power Market; proceedings of the 2023 IEEE/IAS 59th Industrial and Commercial Power Systems Technical Conference (I&CPS), F, 2023 [C]. IEEE.
[2] Zixiao Dou, Zhaohao Ding*. On Voltage Regulation via Ride-Hailing Fleet Management; proceedings of the 2023 IEEE Sustainable Power and Energy Conference (iSPEC), F, 2023 [C]. IEEE.
[3] Hongjin Fan, Kaiqi Sun, Zhaohao Ding, Zhengfa Zhang, Wei Qiu, Dong Yuqing, Sun Yuanyuan. Overvoltage Suppression Strategy After Short Circuit Faults Applied to PV Systems; proceedings of the 2023 IEEE Industry Applications Society Annual Meeting (IAS), F, 2023 [C]. IEEE.
[4] Yidian Gao, Kaiqi Sun, Wei Qiu, Zhaohao Ding, Ke-Jun Li, Yahui Li. Data-Driven Based FDIAs Detection and Sensitive Feature Identification for Cyberattack Defending of Renewable Energy; proceedings of the 2023 IEEE Industry Applications Society Annual Meeting (IAS), F, 2023 [C]. IEEE.
[5] Xinran Li, Zhaohao Ding*. Cost Efficient Job Scheduling Scheme for Large Scale Data Center; proceedings of the 2023 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia), F, 2023 [C]. IEEE.
[6] Yajie Li, Yanling Wang, Zhengnan Gao, Zhaohao Ding*. Multistage Operation for Distributed Solar and Energy Storage System; proceedings of the 2023 IEEE/IAS 59th Industrial and Commercial Power Systems Technical Conference (I&CPS), F, 2023 [C]. IEEE.
[7] Annie Lin, Shuli Wen, Miao Zhu, Zhaohao Ding. Game Theoretic-Based Joint Logistics and Energy Service Utilization Strategy for Electric Ships Considering Ship to Port Behavior; proceedings of the 2023 IEEE International Conference on Energy Technologies for Future Grids (ETFG), F, 2023 [C]. IEEE.
[9] Yu Zhang, Zhaohao Ding*, Liang Dai, Dawei Wang, Hongke Xu. Integrated Energy Management Scheme for Highway Service Zones [C]//2023 IEEE/IAS 59th Industrial and Commercial Power Systems Technical Conference (I&CPS). IEEE, 2023: 1-6.
[10] Yajie Li, Yanling Wang, Zhengnan Gao, Zhaohao Ding*. Multistage Operation for Distributed Solar and Energy Storage System [C]//2023 IEEE/IAS 59th Industrial and Commercial Power Systems Technical Conference (I&CPS). IEEE, 2023: 1-6.
[11] Shijie Chen, Yimeng Sun, Wenyu Liu, Zhaohao Ding*. Learning Enabled Data Center Operation Scheme for Participating in Power Market [C]//2023 IEEE/IAS 59th Industrial and Commercial Power Systems Technical Conference (I&CPS). IEEE, 2023: 1-5.
[12] Yu Zhang, Wenrui Tan, Zhaohao Ding*. Highway Charging Station Operator Pricing Considering Distributed Renewable Generation Resources [C]//2022 IEEE/IAS 58th Industrial and Commercial Power Systems Technical Conference (I&CPS). IEEE, 2022: 1-6.
[13] Yue Wei, Min Tian, Xianchao Huang, Zhaohao Ding*. Incorporating Constraints in Reinforcement Learning Assisted Energy System Decision Making: A Selected Review [C]//2022 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia). 2022: 671-675.
[14] Peng Wang, Wenyu Liu, Ming Cheng, Zhaohao Ding*, Yi Wang. Electricity and Carbon-aware Task Scheduling in Geo-distributed Internet Data Centers [C]//2022 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia). IEEE, 2022: 1416-1421.
[15] Min Tian, Yue Wei, Xianchao Huang, Zhaohao Ding*. Integrated Charging Station and Mixed Fleet Planning for Electric Taxi and Electric Bus [C]//2022 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia). IEEE, 2022: 687-692.
[16] Yimeng Sun, Yuan Huang, Zhaohao Ding*. Revenue Uncertainty Analysis for Autonomous Mobility-on-Demand System [C]//2022 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia). IEEE, 2022: 631-636.
[17] Annie Lin, Shuli Wen, Miao Zhu, Zhaohao Ding, Tao Ding. Resilience-Oriented Energy Management for All-Electric Ships Considering Safe Return [C]//2022 IEEE Industry Applications Society Annual Meeting (IAS). IEEE, 2022: 1-8.
[18] Yuan Huang, Yimeng Sun, Zhaohao Ding*. Renewable Energy Integration Driven Charging Scheme for Electric Vehicle Based Large Scale Delivery System [C]//2022 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia). IEEE, 2022: 1251-1256.
[19] Fang Cao, Liuxin He, Zhaohao Ding. Multi-service Scheme for Electric Vehicles Considering Performance-based Regulation Mechanism [C]//2022 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia). IEEE, 2022: 756-760.
[20] Kaiyuan Yu, Zhaohao Ding. Cross-Product Manipulation Model Considering Financial Transmission Rights and Virtual Bidding in Electricity Market [C]//2021 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia). IEEE, 2021: 1-6.
[21] Jun Shu, Shanyu Chen, Zhaohao Ding*. Locational Price Driven Electric Bus Fleet Operation and Charging Demand Management [C]//2021 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia). IEEE, 2021: 409-413.
[22] Wenyu Liu, Hongju Mao, Yujie Cao, Wenrui Tan, Zhaohao Ding, Peng Wang. Long-term Energy Consumption Forecasting for Data Center Industry in China [C]//2021 IEEE 5th Conference on Energy Internet and Energy System Integration (EI2). IEEE, 2021: 4392-4397.
[23] Xianchao Huang, Min Tian, Wenrui Tan, Zhaohao Ding*. Integrated charging facility and fleet planning for shared mobility-on-demand system [C]//2021 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia). IEEE, 2021: 277-283.
[24] Jinran Guo, Zhaohao Ding*, Kaiyuan Yu, Fei Tang. Optimal Electric Bus Fleet Charging Scheduling Considering Passenger Flow [C]//2021 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia). IEEE, 2021: 420-424.
[25] Jinran Guo, Zhaohao Ding*. EV Fleet Charging Management Method Considering the Uncertainty of Passenger Travel Choice [C]//2021 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia). IEEE, 2021: 313-317.
[26] Zhaohao Ding, Kaiyuan Yu, Jinran Guo, Cheng Wang, Fei Tang. Operational Security Assessment for Transmission System Adopting Dynamic Line Rating Mechanism [C]//2021 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia). IEEE, 2021: 176-181.
[27] Shuli Wen, Tianyang Zhao, Yi Tang, Yan Xu, Sidun Fang, Miao Zhu, Zhaohao Ding. Joint energy management and voyage scheduling for all-electric ships using dynamic real-time electricity price of onshore power [C]//2020 IEEE/IAS 56th Industrial and Commercial Power Systems Technical Conference (I&CPS). IEEE, 2020: 1-8.
[28] Wenrui Tan, Zhaohao Ding*. Integrated operation model for shared mobility-on-demand system and battery swapping station [C]//2020 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia). IEEE, 2020: 194-199.
[29] Xueliang Li, Donglei Sun, Wensheng Li, Si Yang, Jinran Guo, Zhaohao Ding. Data-Driven Mobility on Demand Fleets Charging Demand Modeling [C]//2020 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia). IEEE, 2020: 76-81.
[30] Yu Cheng, Jie Wang, Feng Zhu, Zhaohao Ding*. Emission-aware microgrid cluster energy management scheme: A distributed trading approach [C]//2019 IEEE Industry Applications Society Annual Meeting. IEEE, 2019: 1-9.
[31] Shiwei Xia, Zhaohao Ding, Ting Du, Dongying Zhang, Hao Yin. Multi-time scale coordinated scheduling for the combined system of wind power, photovoltaic, thermal generator, hydro pumped storage and batteries[C]//2019 IEEE Industry Applications Society Annual Meeting. IEEE, 2019: 1-8.
[32] Hao Yin, Zhaohao Ding, Dongying Zhang, Shiwei Xia, Du Ting. A Real-time Alternating Direction Method of Multipliers Algorithm for Non-convex Optimal Power Flow Problem[C]//2019 IEEE Industry Applications Society Annual Meeting. IEEE, 2019: 1-8.
[33] Feng Zhu, Ying Lu, Zhaohao Ding. Batch workloads management for data centers considering nodes efficiency [C]//2018 2nd IEEE Conference on Energy Internet and Energy System Integration (EI2). IEEE, 2018: 1-6.
[34] Yuping Wang, Yunqing Zhang, Ming Zhu, Fangping Gao, Ying Lu, Zhaohao Ding. Day-ahead market model under uncertainty environment: A probabilistic constrained programming approach [C]//2018 2nd IEEE Conference on Energy Internet and Energy System Integration (EI2). IEEE, 2018: 1-6.
[35] Peng Wang, Yujie Cao, Zhaohao Ding. Resources planning strategies for data center microgrid considering water footprints [C]//2018 2nd IEEE Conference on Energy Internet and Energy System Integration (EI2). IEEE, 2018: 1-6.
[36] Peng Wang, Yujie Cao, Zhaohao Ding. Multi-Energy Resources Planning for Data Center Operation and Residential Heating [C]//2018 2nd IEEE Conference on Energy Internet and Energy System Integration (EI2). IEEE, 2018: 1-6.
[37] Ying Lu, Shaoqun Song, Yongming Wang, Feng Chen, Zhaohao Ding. Traffic-Aware Energy Management for EV Charging Aggregator Considering Spatial and Temporal Load Distribution [C]//2018 2nd IEEE Conference on Energy Internet and Energy System Integration (EI2). IEEE, 2018: 1-6.
[38] Meng Yang, Lizi Zhang, Zhaohao Ding, Wei-Jen Lee. Optimal operation strategy of an industrial plant under deregulated electricity market [C]//2017 IEEE Industry Applications Society Annual Meeting. IEEE, 2017: 1-7.
[39] Peng Wang, Liye Xie, Ying Lu, Zhaohao Ding. Day-ahead emission-aware resource planning for data center considering energy storage and batch workloads [C]//2017 IEEE Conference on Energy Internet and Energy System Integration (EI2). IEEE, 2017: 1-6.
[40] Zhaohao Ding, Lizi Zhang, Wei-Jen Lee. Medium-term operation strategy for a grid-connected microgrid via minimax regret optimization [C]//2017 IEEE/IAS 53rd Industrial and Commercial Power Systems Technical Conference (I&CPS). IEEE, 2017: 1-8.
[41] Zhaohao Ding, Piampoom Sarikprueck, Wei-Jen Lee. Medium-term operation for an industrial customer considering demand side management and risk management [C]//2015 IEEE/IAS 51st Industrial & Commercial Power Systems Technical Conference (I&CPS). IEEE, 2015: 1-9.
[42] Zhaohao Ding, Wei-Jen Lee. A stochastic microgrid operation scheme to balance between system reliability and greenhouse gas emission [C]//2015 IEEE/IAS 51st Industrial & Commercial Power Systems Technical Conference (I&CPS). IEEE, 2015: 1-9.
[43] Meng Liu, Zhaohao Ding, Franklin L Quilumba, Wei-Jen Lee, David A Wetz. Using a Microgrid test bed to evaluate the strategies for seamless renewable energy integration [C]//2014 IEEE/IAS 50th Industrial & Commercial Power Systems Technical Conference. IEEE, 2014: 1-9.
[44] Zhaohao Ding, Piampoom Sarikprueck, Lyndon Lee, Wei-Jen Lee, Jie Shi, Heng Lu. Financial opportunities for LSE under scarcity price environment [C]//2014 North American Power Symposium (NAPS). IEEE, 2014: 1-6.
[45] Yongliang Liang, Ke-Jun Li, Lin Niu, Jianguo Zhao, Wei-Jen Lee, Zhaohao Ding, Jingguo Ren, Hongxia Gao. An integrated three-level transformer condition assessment model based on optimal weights and uncertainty theory [C]//2013 IEEE Industry Applications Society Annual Meeting. IEEE, 2013: 1-7.
[46] Zhaohao Ding, Meng Liu, Wei-Jen Lee, David Wetz. An autonomous operation microgrid for rural electrification [C]//2013 IEEE Industry Applications Society Annual Meeting. IEEE, 2013: 1-8.
[47] Zhaohao Ding, Wei-Jen Lee, David Wetz, Chin-Chu Tsai. Evaluating the use of a MicroGrid as a power solution for Africa's rural areas [C]//2012 IEEE Power and Energy Society General Meeting. IEEE, 2012: 1-5.
