CV - HONGCAI ZHANG. 626 Davis Hall, University of California, Berkeley, CA 94720, USA (+1) ,

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1 RESEARCH INTERESTS CV - HONGCAI ZHANG 626 Davis Hall, University of California, Berkeley, CA 94720, USA (+1) , zhang-hc13@berkeley.edu, Interface of power and transportation systems. Operation and optimization of electrified transportation infrastructure. Learning, optimization, incentive mechanism design for distributed energy resources. Stochastic programming, robust optimization, and data-driven optimization EDUCATION Postdoctoral Scholar, (Feb till now) Supervisor: Prof. Scott Moura University of California, Berkeley PhD, Electrical Engineering (Aug Jan. 2018) Dissertation: Strategic Planning and Operation of Plug-in Electric Vehicle Charging Network Supervisor: Prof. Yonghua Song (chair), Prof. Zechun Hu, Prof. Scott Moura (UC Berkeley) Visiting Student Researcher, Civil Engineering (Jan Jan. 2018) University of California, Berkeley Topic: Electric Vehicle Charging Network Planning on Coupled Transportation and Power Networks Supervisor: Prof. Scott Moura B.E., Electrical Engineering (Aug Jul. 2013) Graduation with honors, GPA: 91.2/100, top 10% PUBLICATIONS Book Chapters B1. Z. Hu, J. He, and H. Zhang, Energy Internet and Plug-in Electric Vehicles, Development of Energy Internet, Edited by R. Zeng et. al., Press, Journals (Accepted) J1. X. Chen, H. Zhang, Z. Xu, C. P. Nielsen, M. B. McElroy, and J. Lv, Impacts of Fleet Types and Charging Modes for Electric Vehicles on Emissions under Different Penetrations of Wind Power, to appear in Nature Energy, (equal contribution) J2. H. Zhang, Z. Hu, E. Munsing, S. J. Moura, and Y. Song, Data-driven Chance-constrained Regulation Capacity Offering for Distributed Energy Resources, to appear in IEEE Trans. Smart Grid, J3. H. Chen, Z. Hu, H. Zhang and H. Luo, Coordinated Charging and Discharging Strategies for Plug-in Electric Bus Fast Charging Station with Energy Storage System., to appear in IET Generation, Transmission & Distribution, J4. H. Zhang, S. J. Moura, Z. Hu, W. Qi, and Y. Song, A Second Order Cone Programming Model for Planning PEV Fast-Charging Stations, to appear in IEEE Trans. Power Syst., J5. H. Chen, Z. Hu, H. Luo, J. Qin, R. Rajagopal, and H. Zhang, Design and Planning of a Multiple-charger Multiple-port Charging System for PEV Charging Station, to appear in IEEE Trans. Smart Grid, J6. W. Qi, B. Shen, H. Zhang*, and Z. M. Shen, Coordinating and Sharing Demand-Side Energy Resources - A Conceptual Design, Energy, vol. 135, pp , (*corresponding author) J7. H. Zhang, S. J. Moura, Z. Hu, and Y. Song, PEV Fast-Charging Station Siting and Sizing on Coupled Transportation and Power Networks, to appear in IEEE Trans. Smart Grid, Last updated: February, 2018 Hongcai Zhang - Page 1

2 J8. H. Zhang, Z. Hu, Z. Xu, and Y. Song, Optimal Planning of PEV Charging Station with Single Output Multiple Cables Charging Spots, IEEE Trans. Smart Grid, vol. 8, no. 5, pp , J9. H. Zhang, Z. Hu, Z. Xu, and Y. Song, Evaluation of Achievable Vehicle-to-Grid Capacity Using Aggregate PEV Model, IEEE Trans. Power Syst., vol. 32, no. 1, pp , J10. H. Zhang, Z. Hu, Z. Xu, and Y. Song, An Integrated Planning Framework for Different Types of PEV Charging Facilities in Urban Area, IEEE Trans. Smart Grid, vol. 7, no. 5, pp , J11. Z. Hu, K. Zhan, H. Zhang, and Y. Song, Pricing Mechanisms Design for Guiding Electric Vehicle Charging to Fill Load Valley, Applied Energy, vol. 178, pp , J12. Z. Xu, W. Su, Z. Hu, Y. Song, and H. Zhang, A Hierarchical Framework for Coordinated Charging of Plug-in Electric Vehicles in China, IEEE Trans. Smart Grid, vol. 7, no. 1, pp , J13. Y. Guo, Z. Hu, H. Zhang, W. Su, K. Zhan, and Z. Xu, A Statistical Method to Evaluate the Capability of Residential Distribution Network for Accommodating Electric Vehicle Charging Load, Power System Technology, vol. 39, no. 9, pp , J14. H. Luo, Z. Hu, and H. Zhang, Effect Analysis of Ambient Temperature on Electric Vehicle Charging Load, Electric Power Construction, vol. 36, no. 7, pp.69-74, J15. Z. Xu, Z. Hu, Y. Song, H. Zhang, and X. Chen, Coordinated Charging Strategy for PEV Charging Stations Based on Dynamic Time-of-use Tariffs, Proceedings of the CSEE, vol. 33, no. 22, pp , J16. H. Zhang, Z. Hu, Y. Song, Z. Xu, and L. Jia, A Prediction Method for Electric Vehicle Charging Load Considering Spatial and Temporal Distribution, Automation and Electric Power Systems, vol. 38, no. 1, pp , Journals (Under Review) J1. H. Zhang, S. J. Moura, Z. Hu, W. Qi, and Y. Song, Joint Planning of PEV Fast-Charging Network and Distributed PV Generation Using the Accelerated Generalized Benders Decomposition, IEEE Trans. Transport. Electric. (1st round). J2. H. Luo, Z. Hu, H. Zhang and H. Chen, Coordinated Active Power Control Strategy for Deloaded Wind Turbines to Improve Regulation Performance in AGC, IEEE Trans. Power Syst. (2st round). Journals (In Preparation) J1. W. Qi, H. Zhang, L. He, and Z. M. Shen, Planning Hydrogen Refueling Stations for Fuel-Cell Vehicles with Coordinated Renewable-Energy-Powered Electrolytic Production. J2. H. Zhang, Z. Hu, S. J. Moura, and Y. Song, Power and Transport Nexus: Routing PEVs to Promote Renewable Generation Integration. Conferences (Accepted) C1. H. Zhang, S. J. Moura, Z. Hu, W. Qi, and Y. Song, Joint PEV Charging Station and Distributed PV Generation Planning, IEEE PES Gen. Meeting 2017, Chicago, IL, 2017, pp C2. H. Zhang, W. Qi, Z. Hu, and Y. Song, Planning Hydrogen Refueling Stations with Coordinated On-Site Electrolytic Production, IEEE PES Gen. Meeting 2017, Chicago, IL, 2017, pp C3. S. Bae, H. Zhang, D. Wang, C. Sheppard, and S. Saxena, Optimal Bidding Strategy for V2G Regulation Services under Uncertainty, IEEE PES Gen. Meeting 2017, Chicago, IL, 2017, pp C4. H. Zhang, Z. Hu, S. J. Moura, and Y. Song, Coordination of V2G and Distributed Wind Power Using the Storage-like Aggregate PEV Model, IEEE PES ISGT 2016, Minneapolis, MN, 2016, pp C5. H. Zhang, W. Tang, Z. Hu, Y. Song, Z. Xu, and L. Wang, A Method for Forecasting the Spatial and Temporal Distribution of PEV Charging Load, IEEE PES Gen. Meeting 2014, National Harbor, MD, 2014, pp Patents Last updated: February, 2018 Hongcai Zhang - Page 2

3 P1. Z. Hu, H. Zhang, and Y. Song, A Single-Output-Muiltiple-Cables PEV Charger, Chinese Patent, No P2. Z. Hu, H. Zhang, J. Zhang, S. Guo, and L. Yang, A Planning Method for Highway Electric Vehicle Charging Networks, Chinese Patent, No Softwares S1. Z. Hu, H. Zhang, Z. Xu, and X. Chen, A Simulation Platform for PEV Charging Demand Forecasting and Coordinated Charging Controlling, Chinese Software Copyright, No. 2015SR Presentations. EVs in Energy Internet, British Petroleum (China), Beijing, China Jun Regulation services with distributed energy resources, THU-IET Forum on Electrical Engineering, Tsinghua Univ., China May EV charging network planing, SGOOL Annual Symposium, Zhejiang Univ., China Jan EV charging network planing (poster), TBSI Pitch & Poster, UC Berkeley, USA Dec EV charging network planing, ecal, UC Berkeley, USA Oct Joint power scheduling of EVs and wind plants, IEEE PES ISGT, Minneapolis, USA Sep Grid-scale flexibility from EVs (poster), IEEE PES Gen. Meeting, Boston, USA July EV charging load forecasting, modeling and grid integration, China Energy Group, Lawrence Berkeley National Laboratory, Berkeley, USA Apr EV charging load forecasting, modeling and grid integration, V2G-Sim Team, Lawrence Berkeley National Laboratory, Berkeley, USA Feb EV charging load forecasting, modeling and grid integration, ecal, UC Berkeley, USA Feb Aggregate V2G modeling and grid integration, Bosch LLC, Berkeley, USA Jan EV charging load forecasting (poster), IEEE PES Gen. Meeting, Washington DC, USA July 2014 ACADEMIC SERVICES Referee. IEEE (9): IEEE Transactions on Power Systems; IEEE Transactions on Smart Grid; IEEE Transactions on Sustainable Energy; IEEE Transactions on Control Systems Technology; IEEE Transactions on Energy Conversion; IEEE Transactions on Industrial Electronics; IEEE Transactions on Industrial Informatics; IEEE Access; IEEE Transactions on Transportation Electrification.. Elsevier (4): European Journal of Operational Research; Energy; Resources, Conservation and Recycling; Transport Policy.. IET (1): IET Generation, Transmission & Distribution.. Springer (1): Protection and Control of Modern Power Systems.. Wiley (1): International Transactions on Electrical Energy Systems.. Conferences (4): IEEE PES Power & Energy Society General Meeting; IEEE PES Innovative Smart Grid Technologies; IEEE PES Transmission and Distribution Conference & Exposition; Transportation Research Board Annual Meeting. Conference. Conference Paper Session Chair, Economics and Investments Models for the Smart Grid I, IEEE PES ISGT2016, Minneapolis, USA, Sep Membership Last updated: February, 2018 Hongcai Zhang - Page 3

4 . Student Member of IEEE, Student Member of IET. EXPERIENCES & PROJECTS EV Integration in Coupled Transportation & Power Systems, $520K Research Assistant (Principal Student Investigator) Electric Vehicle Service Corporation of China. EV grid integration with distributed renewable resources and energy storages with uncertainty. Modeling EV behaviors on transportation & power networks. EV fleet driving and charging dispatch on coupled transportation & power networks Planning of EV Charging Network and PV Plants in Qinghai Lake Area, $75K Co-PI Qinghai Electric Power Research Institute. EV charging infrasctructure planning on coupled transportation & power networks. Joint planning and operation of EV fast-charging network and distributed Photovoltaic power plants Business Model Analysis of EV Charging Services, $35K Co-PI Guangzhou Power Supply Bureau. Life-cycle cost benefit analysis for different business models of different kinds of EV applications EV-grid Integration (National High-tech R&D Program, 2012AA050211), $480K Research Assistant (Principal Student Investigator) China Ministry of Science and Technology. Travel survey data processing, analysis, and data-driven PEV mobility modeling. Modeling and Forecasting the spatial-tempo distribution of EV charging demands. Hierarchical coordinated charging strategies of large-scale EVs. Developed and implemented EV charging load forecasting and coordinated charging controlling algorithms in a pilot EV charging station in Guangzhou, China Vehicle-to-Grid Tech. (National High-tech R&D Program, 2011AA05A110), $400K Research Assistant China Ministry of Science and Technology. Long-term spatial-tempo V2G capacity (charging/discharging capacity) estimation in urban areas. Strategies for large-scale V2G feet to provide ancillary services, e.g., regulation and reserve. Developed and implemented core algorithms for V2G controlling in a pilot EV charging station in Dalian Agent-based EV-Grid-Integration Simulation Platform Development Team Lead. Developed an agent-based simulation testbed with user interface for large-scale EV grid integration. Capable for short/long term EV charging demand forecasting, coordinated charging or V2G utilization simulation and analysis STUDENT RESEARCH SUPERVISION Name Position Topic Ruixue Li MEng, Tsinghua Operation and optimization of electric bus stations Zhe lin PhD, Tsinghua Optimal siting and sizing of energy storages in distribution systems Sangjae Bae PhD, UC Berkeley Risk-averse regulation capacity offering of V2G Xiaoyu Duan UGrad, Tsinghua Design of a smart EV charger Last updated: February, 2018 Hongcai Zhang - Page 4

5 Xiaojing Hu UGrad, Tsinghua Whole life circle costs evaluation of EV charging services Haocheng Luo UGrad, Tsinghua Impact of environmental temperature on EV charging demands Xiaoshuang Chen UGrad, Tsinghua Agent-based EV-grid-integration simulation SELECTED AWARDS & HONORS Academic. Aviation Industry Corporation of China Scholarship,, China National Scholarship, Chinese Government Government Funded Overseas Study Scholarship, China Scholarship Council Guanghua Scholarship, Guangbao Science & Technology Scholarship, Outstanding Graduates, China National Encouragement Scholarship, Chinese Government Liang Yuzhi Scholarship, Xie Xiren Scholarship, Kaifeng Public Welfare Foundation Scholarship, 2010 Student Leadership Outstanding Counselor (Peer Advisor) Award, Excellent Student Cadre, Four-star Outstanding Volunteer, 2012 SKILLS. Language: Chinese (native), English (professional working proficiency), Spanish (elementary). Programming: C/C++, Java, Matlab, CPLEX, YALMIP, CVX, Mosek, Python, HTML, LATEX REFERENCES Yonghua Song (Committee Chair, PhD Advisor, Link). Rector of University of Macau, Professor in Electrical Engineering at, Fellow of the Royal Academy of Engineering, Fellow of IEEE, Fellow of IET. Phone: (+86) Zechun Hu (Committee Member, Link). Associate Professor in Electrical Engineering at, Senior Member of IEEE. Phone: (+86) Scott Moura (Committee Member, Supervisor at UC Berkeley, Link). Assistant Professor in Civil and Environmental Engineering, Director of Energy, Controls & Applications Lab (ecal) at University of California, Berkeley, Member of IEEE. Phone: (+1) Last updated: February, 2018 Hongcai Zhang - Page 5