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清华大学电机系

清华大学电机系本科生

清华大学电机系研究生

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清华大学能源互联网创新研究院

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Zhong Haiwang

Associate Professor , Doctoral supervisor

Research Direction

Energy Internet, Smart Grid, Electricity Market, Power System Operations, Demand Response, Renewable Energy

West Main Building, III-206, Department of Electrical Engineering, Tsinghua University

zhonghw@tsinghua.edu.cn

010-62794361

  • Biography
  • Teaching
  • Research Project
  • Publications
  • Social service

Haiwang Zhong (IEEE Member, IEEE PES Member, IET Member) received his B.E. and Ph.D. degrees from Tsinghua University, China in 2008 and 2013 respectively. He was selected into the 2017-2019 China Association for Science and Technology Young Talent Promotion Project. He was a research assistant in Texas A&M University from Aug. 2011 to Aug. 2012 and a visiting scholar in Virginia Tech from Sept. 2014 to Nov. 2014. He is currently working as an Associate Professor at Department of Electrical Engineering, Tsinghua University. His research interests include: Energy Internet, Smart Grid, Electricity Market, Power System Operations, Demand Response, and Renewable Energy. In recent years, 100+ papers have been published in journals and conferences, more than 60 papers are included in SCI and three of these papers is selected as ESI (Essential Science Indicators) mostly cited paper Top 1%. He published a monograph in English, obtained 2 patents in the United States, 1 patent in Hong Kong, 13 national invention patents and 10 software Copyrights. He conducts 2 Chinese National Natural Science Foundation (NSFC) projects(one of them is evaluated excellent), 1 Natural Science Foundation of Beijing and several industrial projects. He worked as the key member in 1 Chinese National 863 project, 1 Chinese National Science and Technology Support Program project , 1 Key Program of National Natural Science Foundation of China and 1 joint key fund of NSFC-State Grid. As the main developer, he has designed and implemented Smart Grid scheduling software for 10+ provincial power grid companies in China, which solves the problem of combination explosion in energy-saving power generation dispatching. He received the ProSPER.Net-Scopus Young Scientist Award in 2014. He was awarded Outstanding postdoctoral fellow of Tsinghua University and the 2018 Outstanding Young Energy Researcher Award of China Energy Research Association (30 youngsters under 40 years old were selected nationwide). He was awarded 4 Provincial Science & Technology Awards(Among them, 2 first prizes, ranking the 2nd and 3rd;A second prize, ranked the second). He won the Gold Medal in 44th Geneva International Invention Exhibition in 2016.

He serves as the Chair of the Demand Response Working Group under the IEEE PES Power System Operations, Planning and Economics Committee (PSOPE) Committee. He serves as Subcommittee Secretary of IEEE Smart Building Load & Customers, Secretary of Big Data Applications in Power Distribution Systems Working Group, and Secretary of CIGRE D2.53 Power Physical Network Working Group. He serves as the Editor of International Transactions on Electrical Energy Systems, Proceedings of The Chinese Society for Electrical Engineering , CSEE Journal of Power and Energy Systems , Journal of Modern Power Systems and Clean Energy. He is a member of the Young Academic Committee Member of power system protection and control journal.

He serves as the reviewer of several journals, such as IEEE Trans. Power Systems, IEEE Trans. Smart Grid, IEEE Trans. Sustainable Energy, IET Generation Transmission & Distribution. He is also the reviewer of many Chinese journals, such as Proceedings of The Chinese Society for Electrical Engineering, Automation of Electric Power Systems, Power System Technology.

Long - term recruitment of postdoctoral.


l 2016-2017, Graduate course Introduction to Energy Internet (32 hours)

l 2017-2018, Graduate course Introduction to Energy Internet (32 hours)

l 2017-2018, Undergraduate course Electrical Engineering Professional English (32 hours)

l 2018-2019, Graduate course Introduction to Energy and Information (48 hours)

l 2018-2019, Undergraduate course Seminars of Electrical Engineering (2 hours)

l 2018-2019, Undergraduate course Electrical Engineering Professional English (32 hours)

l 2018-2019, Graduate course Required Social Practice for PhD Students (16 hours)

l 2019-2020, Graduate course Introduction to Energy and Information (32 hours)

l 2019-2020, Graduate course Software Programming Project Training (32 hours)

l 2019-2020, Graduate course Innovation and Entrepreneurship Practice (16 hours)

l 2019-2020, Graduate course Introduction to Energy and Information (32 hours)

l 2019-2020, Graduate course Innovation and Entrepreneurship Practice (16 hours)


 Graduated Students

l Qi Lv(2016), Zhiyi Yuan(2016), Xin Jia(2017),Guanglun Zhang(2018), Ke Wang(2018), Xiyu Wang(2018), Xinfei Yan (2019), Haitao Yang (2019), Yuxuan Wei (2019), Yueling Yang (2019), Tong Cheng(2020), Tingliang Zhang(2020), Yuyun Yang(2020), Hongyi Yuan(2020)


 Students’ Award

l Tingliang Zhang, Best Undergraduate Thesis, 2020

l Xinfei Yan, Best Undergraduate Thesis, 2019

l Guanglun Zhang, Best Undergraduate Thesis, 2018

l Guanglun Zhang, Haiheng Yu, First Prize, Tsinghua University SRT Award, 2018

l Tingliang Zhang, Second prize and Best New Arrival of the 36th "Challenge Cup" students' extracurricular academic science and technology works competition of Tsinghua University

l Tingliang Zhang, Grand prize of the 38th "Challenge Cup" students' extracurricular academic science and technology works competition of Tsinghua University

l Tingliang Zhang, National innovation and entrepreneurship training program for College Students, 2017-2018

l Guanglun Zhang, Haiheng Yu, SRT project: Research and development of financial transaction simulation and decision aid software in power market, 2017-2018

l Xiyu Wang, Xuan Ren, Ruijie Chen, SRT project: Research on medium and long term coal price forecasting model and software development, 2017-2018

l Peiwen Xing, Zhiyuan Bao, Ziqi Shen, Jiaqi Zhang, SRT project: "Power tycoon" -- Research on the trading simulation platform of power market, 2016-2017

l Zhenfei Tan, International SRT project: Study on the optimal pricing strategy of e-commerce with uncertainty, 2015-2016


(1) Research Interests

l Energy Internet

l Smart Grid

l Electricity Market

l Power System Operations

l Demand Response

l Renewable Energy


(2) Selected Academic Funds

l Key Technologies of Power Internet of Things, National Key R&D Program of China (2020YFB0905900), 2020.07~2023.06

l Theory and Methodology of Energy Internet Operations based on Effective Global Information Shared and Peer-to-Peer Decentralized decision-making, National Natural Science Foundation of China (No. 51777102), Primary Investigator (PI) , 2018.01-2021.12

l Operation Optimization of Urban Power Network based on the Electric-Heat Coupling of Smart Buildings, Beijing Natural Science FoundationNo. 3182017, Primary Investigator (PI) , 2018.012020.12

l Generalized dynamic demand response theory and method for urban energy system, National Natural Science Foundation (No. U1766212), 2018.01-2021.12

l Research on Theories and Methods of Smart Grid Planning and Operation based on Nodal Price with Overall Cost, National Natural Science Foundation of China (No. 51537005), 2016.01-2020.12

l Research on Theories and Methods of Interactive Combinatorial Optimization of Generation and Load, National Natural Science Foundation of China (No. 51407100), Primary Investigator (PI) , 2015.012015.12

l Research on Network Loss Embedded Unit Commitment, China Postdoctoral Science Foundation (No. 2014M560969), Primary Investigator (PI) , 2014.092015.08

l Regional Smart Grid Integrated Demonstration with High Penetration of Intermittent Renewable Energy. The National Key Technology R&D Program of China (No. 2013BAA01B02), 2013.012015.12

l Operations State-Awareness, Risk Assessment, Fault Diagnosis and Dispatch Technology of Large-scale Power Grids, National High-Technology Research and Development Program ("863"Program) of China (No. 2011AA05A118), 2012.012014.12

l The Theory and Method on the Energy-Conservation Based Power Generation Dispatch with Complicated Constraints in Large-scale Power Systems, Chinese National Natural Science Funds major project (No. 50877041), 2009.012011.12

(3) Selected International Collaboration Projects

l Sometimes Carrots Are Better Than Sticks: Quantifying the Value of Energy Coupon in Smart Power Distribution Grids, Texas A&M University and National Natural Science Foundation of China (NSFC) Research Grant Program (No. 51311120469), 2014.012014.12


(4) Selected Industry Projects

l Research on the Price Coupling Mechanism Between Provinces in the National Unified Spot Electricity Market, State Grid Corporation of China (SGCC) project, Primary Investigator (PI) , 2019.122020.06

l Research on the Trading Mechanism and Application of Green Electricity Market to Promote the Consumption of Renewable Energy, State Grid Corporation of China (SGCC) project, Primary Investigator (PI) , 2019.012020.12

l Research on Multi Energy Conversion Simulation and Comprehensive Energy Efficiency Assessment Technology of Integrated Energy System, State Grid Corporation of China (SGCC) project, Primary Investigator (PI) , 2019.012021.12

l Research on the Key Technology and Application of Power Grid Side Energy Storage, South Grid Peak Load Regulation and Frequency Modulation Power Generation Company project, Primary Investigator (PI) , 2018.112019.02

l Research on Power Supply and Demand Technology Model and Application in Market Trading Environment, State Grid Corporation of China (SGCC) project, Primary Investigator (PI) , 2018.012020.12

l Research on the Theory and Key Technology of Power Grid Operation Risk Quantitative Assessment and Active Prevention and Control Considering the Numerical Meteorological Big Data, State Grid Corporation of China (SGCC) project, Primary Investigator (PI) , 2018.012019.12

l Research and Application of the Key Technology of Medium and Long Term Electricity Security Check, State Grid Corporation of China (SGCC) project, Primary Investigator (PI) , 2018.012019.12

l Research and Application of the Key Technologies of the Cross Regional and Inter Provincial Surplus Renewable Energy Spot Market, State Grid Corporation of China (SGCC) project, Primary Investigator (PI) , 2018.012019.12

l Research on the Key Technologies of Electric Energy Measurement System to Adapt to the Competitive Power Retail Market and Network Load Interaction, State Grid Corporation of China (SGCC) project, Primary Investigator (PI) , 2018.012020.12

l Research and Application of A New Power Flow Calculation Method for Reducing Nonlinearity, State Grid Corporation of China (SGCC) project, Primary Investigator (PI) , 2017.012018.12

l Key Technology of Multi-Spatio-Temporal Power Trading in the Ultra-High Voltage Interconnected Network, State Grid Corporation of China (SGCC) project, Primary Investigator (PI) , 2017.012018.12

l Research on the Mode and Operation Mechanism of Power Financial Transaction Under the New Round of Reform, State Grid Corporation of China (SGCC) project, Primary Investigator (PI) , 2017.012018.12

l Guangdong Power Market Structure Design, Rule Making and Trade Simulation System Development, Guangdong Power Grid Corporation project, 2015.082017.12

l Research and Application on Key Technologies for Dispatching of Large Scale Renewable Energy Base with Extra Large Power Supply Considering Receiving-End Grid Constraints, State Grid Corporation of China (SGCC) project, 2015.012016.12

l Research on Key Technologies of Generation Scheduling in Large Scale Bilateral Trade Environment, State Grid Corporation of China (SGCC) project, 2015.012016.12

l Research on the Framework and Key Technologies of Multi-Spatio-Temporal Demand Response Scheduling in "Source-Grid-Load" Interactive Environment, State Grid Corporation of China (SGCC) project, 2014.012015.12

l Research and Application of Short Term Power Balance Model Based on the Characteristics of Energy Resources Allocation, State Grid Corporation of China (SGCC) project, 2012.012013.12

l Key Technologies on Optimal Power Generation Scheduling of Large Power Grid in Multi Periods, State Grid Corporation of China (SGCC) project, 2012.012014.12

l Research on Demand Response Technology and Business Model of Industrial Parks, Electric Power Research Institute of Henan Power Grid Corporation, 2014.012014.12

l Low Carbon and Energy Savings Generation Dispatch: Pattern, Method and Empirical Analysis in Guangdong Province, World Bank Global Environment Facility (GEF) China Thermal Power Efficiency Project (No. TF094204-CN), 2011.01~2013.12

l Research and Development of Risk Control and Adaptive Power Dispatch Decision and Coordination Techniques, Shandong Power Grid Corporation project, 2010.052011.02

l Research and Development of Energy-Conservation Based Power Generation Dispatch, Guangxi Power Grid Corporation project, 2010.032010.08

l Research and Pilot of Energy-Conservation Based Power Generation Dispatch System and Key Technologies, State Grid Corporation of China (SGCC) project, 2008.012009.12

l Research on Energy-Conservation Based Power Generation Dispatch of Shanxi power grid, Shanxi Power Grid Corporation project, 2007.09~2008.07


(1) Selected Journal Papers

1) Haiwang Zhong*, Le Xie, Qing Xia. Coupon Incentive-based Demand Response: Theory and Case Study. IEEE Transactions on Power Systems, 2013, 28(2):1266-1276. ESI Top 1%

2) Zhifang Yang, Haiwang Zhong, Anjan Bose, Tongxin Zheng, Qing Xia*, and Chongqing Kang. A Linearized OPF Model with Reactive Power and Voltage Magnitude: A Pathway to Improve the MW-Only DC OPF. IEEE Transactions on Power Systems. 2018, 33(2):1734-1745. ESI Top 1%

3) Jianxiao Wang, Haiwang Zhong, Ziming Ma, Qing Xia*, and Chongqing Kang. Review and Prospect of Integrated Demand Response in the Multi-Energy System. Applied Energy. 2017, 202: 772-782 ESI Top 1%

4) G. Ruan, D. Wu, X. Zheng, H. Zhong*, C. Kang, M. A. Dahleh, S. Sivaranjani, and L. Xie, A Cross-Domain Approach to Analyzing the Short-Run Impact of COVID-19 on the U.S. Electricity Sector, Joule, 2020,4(11): 2322-2337.

5) Jianxiao Wang, Haiwang Zhong*, Zhifang Yang, Mu Wang, Daniel M Kammen*, Zhu Liu, Ziming Ma, Qing Xia, Chongqing Kang. Exploring the Trade-offs between Electric Heating Policy and Carbon Mitigation in China. Nature Communications11, 6054 (2020)

6) Liu, Z.*, Ciais, P., Deng, Z. et al. Near-real-time monitoring of global CO2 emissions reveals the effects of the COVID-19 pandemic. Nature Communications11, 5172 (2020)

7) Liu, Z.*, Ciais, P.*, Deng, Z., Davis, SJ.*, et al. Carbon Monitor, a near-real-time daily dataset of global CO2 emission from fossil fuel and cement production. Scientific Data, 7, 392 (2020).

8) Bo Li, Ziming Ma, Patricia Hidalgo-Gonzalez, Alex Lathem, Natalie Fedorova, Gang He, Haiwang Zhong*, Minyou Chen, Daniel M. Kammen. Modeling the impact of EVs in the Chinese power system: Pathways for implementing emissions reduction commitments in the power and transportation sectors. Energy Policy. 2021,149,111962.

9) Zhenfei Tan, Haiwang Zhong*, Qing Xia, Chongqing Kang. Non-Iterative Multi-Area Coordinated Dispatch via Condensed System Representation. IEEE Transactions on Power Systems, 2021,36(2): 1594-1604

10) Zhenfei Tan, Haiwang Zhong*, Qing Xia, Chongqing Kang, Xuanyuan Wang, Honghai Tang. Estimating the Robust P-Q Capability of a Technical Virtual Power Plant under Uncertainties. IEEE Transactions on Power Systems, 2020 35(6): 4285-4296.

11) Guangchun Ruan, Haiwang Zhong*, Baoguo Shan, Xiandong Tan. Constructing Demand-Side Bidding Curves Based On A Decoupled Full-Cycle Process. IEEE Transactions on Smart Grid, 2020 (early access)

12) Ziming Ma, Haiwang Zhong*, Qing Xia, Chongqing Kang, Qiang Wang, Xin Cao. An Efficient Method for Identifying the Inactive Transmission Constraints in Network-Constrained Unit Commitment. CSEE Journal of Power and Energy Systems, 2020, 00360. (early access)

13) Zhenfei Tan, Haiwang Zhong*, Xuanyuan Wang, Honghai Tang. An Efficient Method for Estimating the Capability Curve of a Virtual Power Plant. CSEE Journal of Power and Energy Systems, 2020, 00400. (early access)

14) Haiwang Zhong*, Zhenfei Tan, Yiliu He, Le Xie, Chongqing Kang. Implications of COVID-19 for the Electricity Industry: A Comprehensive Review. CSEE Journal of Power and Energy Systems. Vol. 6, No. 3, 489-495

15) Haiwang Zhong*, Xinfei Yan, Zhenfei Tan. Real-Time Distributed Economic Dispatch Adapted to General Convex Cost Functions: a Secant Approximation-based Method. IEEE Transactions on Smart Grid, 2021(EI20210309770974)

16) Ziming Ma, Haiwang Zhong*, Tong Cheng, Junbo Pi, Fanlin Meng. Redundant and Nonbinding Transmission Constraints Identification Method Combining Physical and Economic Insights of Unit Commitment. IEEE Transactions on Power Systems. 2020 (EI20210309771423)

17) Guangchun Ruan, Haiwang Zhong*, Guanglun Zhang, Yiliu He, Xuan WangTianjiao Pu. Review of Learning-Assisted Power System Optimization. CSEE Journal of Power and Energy Systems, 2020 (early access)

18) Guangchun Ruan, Haiwang Zhong*, Jianxiao Wang, Qing Xia, Chongqing Kang. Neural-Network-Based Lagrange Multiplier Selection for Distributed Demand Response in Smart Grid. Applied Energy, 2020, 264: 1-10

19) Ziming Ma, Haiwang Zhong*, Qing Xia, Chongqing Kang, Liming Jin. Constraint Relaxation-based Day-ahead Market Mechanism Design to Promote the Renewable Energy Accommodation. Energy. 2020, 198: 1-13

20) Jianxiao Wang, Haiwang Zhong*, Zhifang Yang, Xiaowen Lai, Qing Xia, Chongqing Kang. Incentive Mechanism for Clearing Energy and Reserve Markets in Multi-Area Power Systems. IEEE Transactions on Sustainable Energy, (accepted, in Press) (Early Access)

21) Ziming Ma, Haiwang Zhong*, Qing Xia, Chongqing Kang, Qiang Wang, Xin Cao. A Unit Commitment Algorithm with Relaxation-based Neighborhood Search and Improved Relaxation Inducement. IEEE Transactions on Power Systems. 2020, (accepted, in Press) (Early Access)

22) Ziming Ma, Haiwang Zhong*, Qing Xia, Chongqing Kang. A Block-of-use Electricity Retail Pricing Approach based on the Customer Load Profile. IEEE Transactions on Smart Grid, 2020, 11(2): 1500-1509.

23) Zhenfei Tan, Haiwang Zhong*, Jianxiao Wang, Qing Xia, Chongqing Kang. Enforcing Intra-regional Constraints in Tie-line Scheduling: A Projection-Based Framework. IEEE Transactions on Power Systems, 2019(accepted, in press)

24) Jianxiao Wang, Haiwang Zhong*, Xiaowen Lai, Qing Xia, Yang Wang, Chongqing Kang. Exploring Key Weather Factors from Analytical Modeling toward Improved Solar Power Forecasting. IEEE Transactions on Smart Grid, 2019, 10(2):1417-1427

25) Jianxiao Wang, Haiwang Zhong*, Chenye Wu, Ershun Du, Qing Xia, Chongqing Kang. Incentivizing Distributed Energy Resource Aggregation in Energy and Capacity Markets: An Energy Sharing Scheme and Mechanism Design. Applied Energy, 2019, 252:1884-2020

26) Jianxiao Wang, Haiwang Zhong*, Junjie Qin, Wenyuan Tang, Ram Rajagopal, Qing Xia and Chongqing Kang. Incentive Mechanism for Sharing Distributed Energy Resources. Journal of Modern Power Systems and Clean Energy, 2019, 7(4):837-850.

27) Zhifang Yang*, Kaigui Xie, Juan Yu*, Haiwang Zhong, Ning Zhang, Qing Xia. A General Formulation of Linear Power Flow Models: Basic Theory and Error Analysis. IEEE Transactions On Power Systems, 2019, 34(2):1315-1324.

28) Zhifang Yang*, Haiwang Zhong*, Wei Lin, Jeremy Lin, Yonghong Chen, Qing Xia, Wentao Liu, Xuan Zhang. Mapping between transmission constraint penalty factor and OPF solution in electricity markets: analysis and fast calculation. Energy, 2019, 168:1181-1191.

29) Jianxiao Wang, Junjie Qin, Haiwang Zhong*, Ram Rajagopal, Qing Xia, Chongqing Kang. Reliability Value of Distributed Solar+ Storage Systems amidst Rare Weather Events. IEEE Transactions on Smart Grid, 2019, 10(4):4476-4486.

30) Jianxiao Wang, Haiwang Zhong, Wenyuan Tang, Ram Rajagopal, Qing Xia*, Chongqing Kang. Tri-level Expansion Planning for Transmission Networks and Distributed Energy Resources Considering Transmission Cost Allocation. IEEE Transactions on Sustainable Energy, 2018, 9(4):1844-1856.

31) Jianxiao Wang, Haiwang Zhong, Chin-Woo Tan, Xiao Chen, Ram Rajagopal, Qing Xia*, Chongqing Kang. Economic Benefits of Integrating Solar-Powered Heat Pumps into a CHP System. IEEE Transactions on Sustainable Energy, 2018, 9(4):1702-1712.

32) Ziming Ma, Haiwang Zhong, Le Xie, Qing Xia*, Chongqing Kang. Month Ahead Average Daily Electricity Price Profile Forecasting Based on a Hybrid Nonlinear Regression and SVM Model: ERCOT Case Study. Journal of Modern Power Systems and Clean Energy, 2018, 6(2):281-291.

33) Jianxiao Wang, Haiwang Zhong, Wenyuan Tang, Ram Rajagopal, Qing Xia*, Chongqing Kang and Yi Wang. Optimal Bidding Strategy for Microgrids in Joint Energy and Ancillary Service Markets Considering Flexible Ramping Products. Applied Energy. 2017, 205:294-303.

34) Zhifang Yang, Haiwang Zhong, Qing Xia*, Chongqing Kang. Solving OPF using linear approximations: fundamental analysis and numerical demonstration. IET Generation, Transmission & Distribution. 2017, 11(17):4115-4125

35) Zhifang Yang*, Haiwang Zhong, Qing Xia, Chongqing Kang. Fundamental Review of the OPF problem: challenges, solutions, and state-of-the-art algorithms. Journal of Energy Engineering. 2018, 144(1).

36) Zhifang Yang, Haiwang Zhong, Anjan Bose, Qing Xia*, and Chongqing Kang. Optimal Power Flow in AC-DC Grids with Discrete Control Devices. IEEE Transactions on Power Systems. 2018, 33(2):1461-1472.

37) Jianxiao Wang, Haiwang Zhong, Qing Xia*, Chongqing Kang. Optimal Planning Strategy for Distributed Energy Resources Considering Structural Transmission Cost Allocation. IEEE Transactions on Smart Grids. 2018, 9(5):5236-5248.

38) Zhifang Yang, Anjan Bose, Haiwang Zhong*, Ning Zhang, Qing Xia, and Chongqing Kang. Optimal Reactive Power Dispatch with Accurately Modeled Discrete Control Devices: A Successive Linear Approximation Approach. IEEE Transactions on Power Systems. 2017, 32(3):2435-2444.

39) Zhifang Yang, Anjan Bose, Haiwang Zhong, Ning Zhang, Jeremy Lin, Qing Xia*, and Chongqing Kang. LMP Revisited: A Linear Model for the Loss-Embedded LMP. IEEE Transactions on Power Systems. 2017, 32(5):4080-4090

40) Jianxiao Wang, Haiwang Zhong, Xiaowen Lai, Qing Xia*, Chang Shu, Chongqing Kang. Distributed Real-time Demand Response based on Lagrangian Multiplier Optimal Selection Approach. Applied Energy, 2017, 190: 949-959.

41) Zhifang Yang, Haiwang Zhong, Qing Xia*, Chongqing Kang. A novel network model for optimal power flow with reactive power and network losses. Electric Power Systems Research. 2017, 144: 63-71.

42) Jianxiao Wang, Haiwang Zhong, Qing Xia*, Chongqing Kang. Optimal transmission conversion from alternating current to high voltage direct current transmission systems for limiting short circuit currents. Energy. 2017, 118545-555.

43) Yang Wang, Daniel Kirschen, Haiwang Zhong*, Qing Xia, and Chongqing Kang. Coordination of Generation Maintenance Scheduling in Electricity Markets. IEEE Transactions on Power Systems,2016,31(6):4565-4574.

44) Xiaowen Lai, Haiwang Zhong, Qing Xia*, and Chongqing Kang. Decentralized Intra-day Generation Scheduling for Multi-area Power Systems via Dynamic Multiplier-based Lagrangian Relaxation. IEEE Transactions on Power Systems. 2017, 32(1)454-463

45) Yang Bai, Haiwang Zhong, Qing Xia*, and Chongqing Kang. A Two-Level Approach to AC Optimal Transmission Switching with an Accelerating Technique. IEEE Transactions on Power Systems. (accepted, in press)

46) Zhifang Yang, Haiwang Zhong, Qing Xia*, Anjan Bose, and Chongqing Kang. Optimal Power Flow Based on Successive Linear Approximation of Power Flow Equations. IET Generation Transmission & Distribution, 2016,10(14):3654-3662

47) Jianxiao Wang, Haiwang Zhong, Qing Xia*, Chongqing Kang and Ershun Du. Optimal Joint-Dispatch of Energy and Reserve for CCHP-Based Microgrids. IET Generation Transmission & Distribution, 2017, 11(3): 785–794

48) Zhifang Yang, Haiwang Zhong, Qing Xia*, and Chongqing Kang. Optimal Transmission Switching With Short-Circuit Current Limitation Constraints. IEEE Transactions on Power Systems, 2016, 31(2): 1278-1288.

49) Zhifang Yang, Haiwang Zhong, Qing Xia*, and Chongqing Kang. A Structural Transmission Cost Allocation Scheme Based on Capacity Usage Identification. IEEE Transactions on Power Systems, 2016, 31(4): 2876-2884.

50) Yang Wang, Haiwang Zhong, Qing Xia*, Daniel Kirschen, and Chongqing Kang. An approach for Integrated Generation and Transmission Maintenance Scheduling Considering N-1 Contingencies. IEEE Transactions on Power Systems, 2016, 31(3): 2225-2233.

51) Yang Wang, Haiwang Zhong, Qing Xia*, Chongqing Kang, Tieqiang Wang, Xin Cao. Coordination of generation maintenance scheduling and long-term SCUC with energy constraints and N-1 contingency. IET Generation Transmission & Distribution, 2016, 10(2): 325-333.

52) Haiwang Zhong*, Qing Xia, Ye Xia, Chongqing Kang, Le Xie, Wen He and Huiling Zhang. Integrated Dispatch of Generation and Load: A Pathway Towards Smart Grids. Electric Power Systems Research, 2015, 120: 206-213.

53) Haiwang Zhong*, Qing Xia, Chongqing Kang, Maosheng Ding, Jianguo Yao, and Shengchun Yang. An Efficient Decomposition Method for Integrated Dispatch of Generation and Load. IEEE Transactions on Power Systems, 2015, 30(6): 2923-2933

54) Xiaowen Lai, Le Xie, Qing Xia, Haiwang Zhong*, and Chongqing Kang. Decentralized Multi-Area Economic Dispatch via Dynamic Multiplier-based Lagrangian Relaxation. IEEE Transactions on Power Systems, 2015, 30(6): 2225-2233.

55) Yang Bai, Haiwang Zhong*, Qing Xia, Chongqing Kang, and Le Xie. A Decomposition Method for Network-Constrained Unit Commitment with AC Power Flow Constraints. Energy, 2015, 88: 595-603.

56) Jianxiao Wang, Haiwang Zhong*, Qing Xia, and Chongqing Kang. Transmission network expansion planning with embedded constraints of short circuit currents and N-1 security. Journal of Modern Power Systems and Clean Energy, 2015, 3(3):312320.

57) Sijie Chen, Qixin Chen*, Qing Xia, Haiwang Zhong, and Chongqing Kang. N-1 security assessment approach based on the steady-state security distance. IET Generation Transmission & Distribution, 2015, 9(15): 24192426.

58) Haiwang Zhong*, Qing Xia, Yuguo Chen and Chongqing Kang. Energy-Saving Generation Dispatch Toward Sustainable Electric Power Industry. Energy Policy, 2015, 83: 14-25.

59) Yang Bai*, Haiwang Zhong, Qing Xia, Yaozhong Xin, and Chongqing Kang. Inducing-Objective-Function-Based Method for Long-Term SCUC with Energy Constraints. International Journal of Electrical Power and Energy Systems, 2014, 63(4):971-978.

60) Haiwang Zhong*, Qing Xia, Yang Wang, Chongqing Kang. Dynamic Economic Dispatch Considering Transmission Losses Using Quadratically Constrained Quadratic Program Method. IEEE Transactions on Power Systems, 2013, 28(3):2232-2241.

61) Guangchun Ruan, Jiahan Wu, Haiwang Zhong, Qing Xia, Le Xie. Quantitative Assessment of U.S. Bulk Power Systems and Market Operations During the COVID-19 Pandemic. Applied Energy, 2021, 286:116354(EI20210509857935)



(2) Selected Conference Papers

1) Haiwang Zhong*, Le Xie, Qing Xia, Chongqing Kang, and Saifur Rahman. Multi-stage Coupon Incentive-based Demand Response in Two-Settlement Electricity Markets. IEEE Power & Energy Society ISGT Conference, 2015. Washington DC, U.S.

2) Haiwang Zhong*, Saifur Rahman, Qing Xia and Chongqing Kang. Equivalent Ramp Rate Function for Thermal Power Systems. IEEE Power & Energy Society General Meeting, Denver, CO, U.S., 2015.

3) Haiwang Zhong*, Le Xie, and Qing Xia. Coupon Incentive-based Demand Response in Smart Grid. IEEE Power & Energy Society General Meeting, 2012. San Diego, CA, U.S.

4) Zhifang Yang*, Haiwang Zhong, and Qing Xia. Optimal Transmission Switching Based on Auxiliary Induce Function. IEEE Power & Energy Society General Meeting, National Harbor, MD, U.S., 2014.

5) Yang Wang*, Haiwang Zhong, Qing Xia, Qixin Chen, Yang Bai and Jianjun Zhu. Generation Maintenance Scheduling Considering Shiftable Loads. 2014 PowerCON, Chengdu, China, 2014.

6) Yang Bai*, Haiwang Zhong, Qing Xia, and Zhifang Yang. A Three-stage Optimization Method for Dynamic Optimal Power Flow. 2014 PowerCON, Chengdu, China, 2014.

7) Yang Bai, Haiwang Zhong*, Qing Xia and Yang Wang. A Conic Programming Approach for Optimal Transmission Switching Considering Reactive Power and Voltage Security. IEEE Power & Energy Society General Meeting, Denver, CO, U.S., 2015.

8) Hamideh Bitaraf*, Haiwang Zhong and Saifur Rahman. Managing Large Scale Energy Storage Units to Mitigate High Wind Penetration Challenges. IEEE Power & Energy Society General Meeting, Denver, CO, U.S., 2015.

9) Chang He*, Qixin Chen, Haiwang Zhong, Qing Xia, Lei Shi, Jing Zhang, Jianxun Song. A Homogenized-overload Model Applied for Infeasible Security-Constrained Unit Commitment (SCUC) Problem. 2015 IEEE Canadian Conference on Electrical and Computer Engineering

10) Peng Zou*, Qixin Chen, Haiwang Zhong, Qing Xia, Chongqing Kang and Rui Ge. Reformulation for Nash-Cournot Equilibrium in Pool-based Electricity Market Supported by Introducing the Potential Function. POWERTECH 2015, Eindhoven.

11) Bin Wang*, Ye Xia, Haiwang Zhong, Qing Xia, Huiling Zhang, and Hongwei Han. Coordinated Optimization of Unit Commitment and DC Transmission Power Scheduling Using Benders Decomposition. DRPT 2015.

12) Yang Bai, Haiwang Zhong*, Qing Xia. Real-Time Demand Response Potential Evaluation: A Smart Meter Driven Method. IEEE Power & Energy Society General Meeting, Boston, MA, U.S., 2016.

13) Ziming Ma*, Haiwang Zhong, Jianxiao Wang, Qing Xia, Yuekai Tan, Jianjun Hu, Yi Wang, Xing’an Yao, and Ren Li. A Matchmaking Based Day-ahead Market Design in China. ISGT Asia 2016.

14) Dian Chen, Le Xie*, Haiwang Zhong, Qing Xia, The Scenario Approach for Demand Response Providers in Capacity Markets, 2017 IEEE PowerTech

15) Ziming Ma, Haiwang Zhong, Qing Xia*, Jianxiao Wang, Xiaowen Lai, Xiaohan Zhang, Yang Wang. Customer Load Profile-based Pricing Strategy of Retailers with Generation Assets in Retail Markets, IEEE Power & Energy Society General Meeting, Chicago, IL, U.S., 2017

16) Jianxiao Wang, Haiwang Zhong, Qing Xia*, Ziming Ma, Zhengfeng Wang and Xu Wu. Robust Bidding Strategy for Microgrids in Joint Energy, Reserve and Regulation Markets, IEEE Power & Energy Society General Meeting, Chicago, IL, U.S., 2017

17) Maosheng Ding*, Xiyu Wang, Jianxiao Wang, Zhifang Yang, Haiwang Zhong, Jingling Yang. A Dynamic Period Partition Method for Time-of-Use Pricing With High-Penetration Renewable Energy, 1st IEEE Conference on Energy Internet and Energy System Integration, Beijing, China, 2017

18) Xiaowen Lai, Qing Xia, Haiwang Zhong, Yang Wang, Zhiqiang Luo, Junfeng Yang. Decentralized Multi-area Look-ahead Dispatch for Cross-regional Renewable Accommodation, IEEE T&D Exhibition, Denver, CO, U.S., 2018

19) Ziming Ma, Haiwang Zhong*, Jianxiao Wang, Ershun Du, Qing Xia. The Reserve Sharing Mechanism Among Interconnected Power Grids Based on Block Chain, IEEE International Conference on the European Energy Market, Lodz, Poland, 2018

20) Zhenfei Tan, Haiwang Zhong*, Qing Xia, Junfeng Yang. Bi-level Electricity Market Design with Boundary Equivalence of Interior Security Constraints, IEEE International Conference on the European Energy Market, Lodz, Poland, 2018

21) Xin Jia, Haiwang Zhong*, Qing Xia, Molin Huo, Xingyang Zhu, Chongqing Kang. Enhancing N-1 Security via Building Thermostatic Load Control Strategy, IEEE International Conference on the European Energy Market, Lodz, Poland, 2018

22) Jianxiao Wang*, Haiwang Zhong, Yang Yu, Jingfan Wang, Ershun Du, Qing Xia*. Incentive Mechanism for Cooperative Energy Sharing, IEEE General Meeting, Portland, OR, U.S., 2018

23) Guanglun Zhang*, Haiwang Zhong, Ziming Ma, Qing Xia. A Fast Algorithm to Calculate LMP Difference Caused by Virtual Bidding in Day-ahead Electricity Markets. IEEE PowerCON 2018.

24) Zheng, Kedi; Wang, Yi; Chen, Qixin; Haiwang Zhong. Multidimensional Smart Meter Data Analytics based on Sparse Representation Technique. MEDPOWER 2018

25) Guangchun Ruan, Haiwang Zhong*, Qing Xia, Qifeng Huang, Chao Zhou. Embed Neural Network in Optimization Model: An Application of Demand Response Aggregation Under Information Asymmetry. 2019 IEEE PES General Meeting.

26) Xinfei Yan, Haiwang Zhong*, Jianxiao Wang, Zhenfei Tan. Consensus-Based Distributed Economic Dispatch with Optimzed Transition Matrix. IEEE PES General Meeting, Atlanta, U.S., 2019

27) Guangchun Ruan, Haiwang Zhong*, Qing Xia, Chongqing Kang, Qiang Wang, Xin Cao. Integrating Heterogeneous Demand Response into N-1 Security Assessment by Multi-Parametric Programming. ISGT North America, 2020, pp. 1-5.

28) Zhenfei Tan, Haiwang Zhong*, Qing Xia, Chongqing Kang, Hongcai Dai. Exploiting Integrated Flexibility from a Local Smart Energy Hub. 2020 IEEE PES General Meeting, Canada. pp.1-5.

29) Guangchun Ruan, Haiwang Zhong*, Qing Xia, Baoguo Shan, Xiandong Tan. A Data Alignment and Compression Procedure for Real-world Residual Demand Curves. 2020 IEEE PES General Meeting, Canada. pp.1-5.

30) Guanglun Zhang, Haiwang Zhong*, Qiang Wang, Xin Cao. A Machine-learning Based Method to Analyze the Correlation between Meteorological Data and Component Outages of Power System, 2020 I&CPS. Weihai, China ,pp. 352-357

31) Mu Wang; Zhenfei Tan; Ziming Ma; Haiwang Zhong*; Chaofan Hu; Zhiqiang Luo; Junfeng Yang. Inter-Provincial Electricity Spot Market Model for China. 2020 I&CPS. Weihai, China, pp. 110-115

32) G. Ruan, H. Zhong*, Q. Xia and C. Kang. On Assessment of the Scenario Clustering in Stochastic Bidding: A Full-Cycle Perspective. 2020 ISGT-Europe, Netherlands, pp. 1055-1059

33) G. Zhang, J. Wang, Q. Li, Y. Wang, Y. Xing and H. Zhong. An Equivalent Model of Distribution Network Expansion for Integrated T & D Planning. 2020 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia). 2020, 810-815.

34) T. Zhang, H. Zhong, Z. Tan and X. Yan. Misaka: Interactive Swarm Testbed for Smart Grid Distributed Algorithm Test and Evaluation. 2020 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia). 2020, 1610-1615

35) Jianxiao Wang, Haiwang Zhong and Qing Xia. A usage-based transmission cost allocation scheme considering impacts of DERs. 2016 Tsinghua University-IET Electrical Engineering Academic Forum, Beijing, China

36) Xinfei Yan, Haiwang Zhong, Zhenfei Tan, Junfeng Yang. A Convex Hull Based Intertemporal Loadability Set Approximation Method. 2020 Tsinghua University-IET Electrical Engineering Academic Forum, Beijing, China

37) Nianjie Tian, Jiang Dai, Lingzi Zhu, Yang Wang, Zhenfei Tan, Haiwang Zhong and Bingqi Liu. Corrective Short-term Transmission Maintenance Scheduling Considering Post-Contingency Restoration. 2017 China International Electrical and Energy Conference, Beijing, China


(3) Selected Chinese Journal Papers

1) Haiwang Zhong*, Qing Xia, Mei Huang, Zizhao Lin, and Jun Shi. A Pattern and Method of Orderly Power Utilization Considering Transmission Loss Reduction and Congestion Elimination. Power System Technology, 2013, 37(7): 1915-1921 (in Chinese).

2) Haiwang Zhong*, Qing Xia, Maosheng Ding and Huiling Zhang. A New Mode of HVDC operations optimization with the objective of maximizing the accommodation of renewable energy. Automation of Electric Power System, 2015, 39(3): 36-42 (in Chinese)

3) Haiwang Zhong*, Qing Xia, Jian Zhang, Guoqiang Zhang. Mechanism Design to Incentivize Wind Farms to Improve the Accuracy of Power Forecast. Automation of Electric Power System, 2015,39(5):47-53. (in Chinese)

4) Haiwang Zhong, Chongqing Kang*, Huikun Chen, Xiaoming Luo, and Jialong Li. Analysis on Potential of Energy-Conservation Based Dispatch for Guangdong Power Grid. Power System Technology, 2008, 32(23): 7-12 (in Chinese).

5) Qing Xia, Haiwang Zhong*, and Chongqing Kang. Review and Prospects of the Security Constrained Unit Commitment Theory and Applications. Proceedings of the Chinese Society for Electrical Engineering, 2013, 33(6): 94-103 (in Chinese).

6) Xi Jia*, Haiwang Zhong, Qing Xia, Maosheng Ding, and Bo Ning. Transmission Congestion Management Method based on Coupon Incentive Mechanism. Power System Technology, 2013, 37(5): 1291-1297 (in Chinese).

7) Yang Bai*, Haiwang Zhong, Qing Xia, Minghui Yang, Jian Zhang, and Guoqiang Zhang. An Intraday Rolling Scheduling with Unit Energy Coordination and Operating Cost Control. Power System Technology, 2013,

8) Xiaowen Lai, Haiwang Zhong, Junfeng Yang, Qing Xia*. Decomposed Optimization Method over Large-scale Power System Based on Price Response Function. Automation of Electric Power System, 2013, 37(21)60-65(in Chinese)

9) Chang Shu, Haiwang Zhong, and Qing Xia*. A Design of Electricity Market Bidding Mechanism Considering Efficiency and Fairness. Power System Technology, 2014, 38(3): 681-686(in Chinese)

10) Yang Wang, Haiwang Zhong*, Qing Xia, Xinming Wang, Tieqiang Wang, Guanghui Sun. Collaborative Optimization of Generation Maintenance Scheduling and Security-constrained Unit Commitment. Automation of Electric Power System, 2014, 38(21): 26-31. (in Chinese)

11) Xiaowen Lai, Haiwang Zhong*, Junfeng Yang, et al. A Coordinated Optimization on System-Wide Power Supply-Demand Balancing. Dianli Xitong Zidonghua/automation of Electric Power Systems, 2015 (in Chinese).

12) Qing Xia*, Yang Bai, Haiwang Zhong, and Qixin Chen. Institutional Design and Suggestions for Promotion of Direct Electricity Purchase by Large Consumers in China. Automation of Electric Power System, 2013, 37(20)1-7 (in Chinese)

13) Ning Zhou, Zhifang Yang*, Haiwang Zhong, et al. Energy Agent Mechanism Design for Industrial Parks in Retail Electricity Markets. Automation of Electric Power Systems, 2015, 39(17):147-152 and 191.

14) Yang Bai, Le Xie, Qing Xia*, Qixin Chen, Haiwang Zhong. The Key Tasks of Chinese Retail Electricity Market Reform and Related Suggestions. Automation of Electric Power System, 2015, 39(14): 1-7 (in Chinese)

15) Jianxiao Wang, Haiwang Zhong, Qing Xia*, et al. Model and Method of Demand Response for Thermostatically-controlled Loads Based on Cost-benefit Analysis. Automation of Electric Power Systems, 2016 40(5)45-53 (in Chinese)

16) Dian Chen, Haiwang Zhong, Qing Xia*. Security Constrained Economic Dispatch Based on Total Cost Price. Proceedings of the CSEE, 2016 36(5)1190-1199 (in Chinese)

17) Zhifang Yang, Haiwang Zhong, Qing Xia, and Yang Bai. Review and Prospect of Transmission Topology Optimization. Proceedings of the Chinese Society for Electrical Engineering, 2016, 36(2):426-434. (in Chinese)

18) Chang Shu, Haiwang Zhong, and Qing Xia*. A Design of Electricity Market Bidding Mechanism Considering Efficiency and Fairness. Power System Technology, 2014, 38(3): 681-686(in Chinese)

19) Chang Shu, Haiwang Zhong, and Qing Xia, et al. Monthly Electricity Market Design Based on Constraint Relaxation. Proceedings of the Chinese Society for Electrical Engineering, 2016, 36(3):587-595 (in Chinese)

20) Qiang Li, Ningxi Song, Jianxiao Wang, Haiwang Zhong, and Qing Xia*. A Pattern and Method of Optimized Power Utilization Based on Consumers’ Interaction Capability. Power System Technology, 201640(6)1818-1824. (in Chinese)

21) Ang Li, Qing Xia, Haiwang Zhong*. Method of Third Party Supervision on Transmission and Distribution Costs. Automation of Electric Power Systems, 2016, 40(10): 1-7. (in Chinese)

22) Tian Sun, Peng Zou, Zhifang Yang, Haiwang Zhong, Guohua Dai and Qing Xia*. A Multi-Stage Solution Approach for Dynamic Reactive Power Optimization. Power System Technology, 2016, 40(6):1804-1810. (in Chinese)

23) Sijie Liu, Qiuna Cai, Yun Yang, Haiwang Zhong, Xiaowen Lai, Yan Xin. Electricity Quantity Checking Model and Method for Monthly Direct Transaction. Guangdong Electric Power. 2017, 30(3): 15-20, 33. (in Chinese)

24) Yang Bai, Haiwang Zhong. Two-level Iterative Optimization Method for Unit Commitment based on AC Power Flow Model. Shaanxi Electric Power. 201644(9)1-7. (in Chinese)

25) Dian ChenHaiwang ZhongQing Xia. Coordinated Planning of generation-transmission-load based on Total Cost Price. Power System Technology, 2017,41(09):2816-2822. (in Chinese)

26) Hongye Guo, Qixin Chen, Haiwang Zhong, Yang Wang, Weijing Zhang, Qing Xia. Spot Market Mechanism Design and Path Planning Based on Standard Curve for Financial Delivery. Automation of Electric Power Systems, 2017, 41(17):1-8. (in Chinese)

27) MA Ziming,ZHONG Haiwang,TAN Zhenfei,XIA Qing,WANG Yang. Incenting Demand and Supply of Renewable Energy with Renewable Portfolio Standard: Mechanism Design of National Renewable Energy Market. Automation of Electric Power Systems, v 41, n 24 p 90-96, DEC 2017

28) MA Ziming,ZHONG Haiwang,LI Zhu,WANG Yang,XIA Qing*. Information Disclosure System in American Electricity Market and Its Enlightenment for China. Automation of Electric Power Systems, v 41, n 24 p 49-57, DEC 2017 (in Chinese)

29) Zhenfei Tan, Guangchun Ruan, Haiwang Zhong*, Qing Xia. Security Pre-check of Bilateral Trading Adapted to the Independence of Power Exchange. Automation of Electric Power Systems, v 42, n 10, p 106-113, MAR 2018 (in Chinese)

30) Ke Wang, Haiwang Zhong*, Nanpeng Yu, Qing Xia. Nonintrusive load monitoring based on sequence-to-sequence model with attention mechanism. Proceedings of the Chinese Society for Electrical Engineering, v 39, n 1, p 75-83, JAN 2019 (in Chinese)

31) Jianxiao Wang, Haiwang Zhong*, Qing Xia. Competitive mechanism design in electricity markets based on fair benefit allocation. Automation of Electric Power Systems, v 43, n 2, p 7-17, JAN 2018 (in Chinese)

32) Jialong Li, Yuguo Chen, Sijie Liu, Xuan Zhang, Ziming Ma, Haiwang Zhong*. Mechanism design of day-ahead market considering deep ramp. Automation of Electric Power Systems, v 43, n 4, p 9-15, FEB 2019 (in Chinese)

33) Yuguo Chen, Xuan Zhang, Gang Luo, Yang Bai, Zhenfei Tan, Haiwang Zhong*. Demand response mechanism design and approach of electricity spot market mode without demand price bidding. Automation of Electric Power Systems, v 43, n 9, p 179-186, FEB 2019 (in Chinese)

34) Quan Yuan, Yunliang Wu, Bao Li, Yujun Sun, Xiaowen Lai, Haiwang Zhong*. Multi-timescale coordinated dispatch model and approach considering generation and load uncertainty. Power System Protection and Control, 2019, 47(16): 8-16.(in Chinese)

35) Guanglun Zhang, Haiwang Zhong*, Lianfu Chen, Menghua Fan. Mechanism, Feature and Value Analysis of Virtual Bidding and Up-to Congestion. Electric Power Construction, 2019, 40(11): 97-105. (in Chinese)

36) Dian Chen, Haiwang Zhong*, Qing Xia, Zhifang Yang. Transmission expansion planning based on effective transmission cost. Proceedings of the Chinese Society for Electrical Engineering, 2020, 40(1): 30-38. (in Chinese)

37) HE Kai,WANG Jianxiao,WANG Jiawei ,et Evaluation and Optimization of Power Network Planning Scheme Based on Total-Cost Price[J]. Electric Power, 2020, 53(3): 66-75. (in Chinese)

38) Zhu Liu 1, Duo Cui 2, Zhu Deng, et. Impact of COVID-19 epidemic on China's carbon emissions in 2020. Chinese Science Bulletin. (in Chinese)


(4) Monograph and Book Chapter

1) Pengwei Du, Ning Lu, Haiwang Zhong. Demand Response in Smart Grids. Springer International Publishing, 2019.

2) Nonintrusive Load Monitoring Based on Deep Learning, Data Analytics for Renewable Energy Integration Technologies, Systems and Society, Springer, 2018

3) Energy Internet and Overall Cost based Price, Development and Research of Energy Internet, Beijing, Tsinghua University Press, 2017

4) Market Mechanism of Energy Internet, Energy Internet, Science Press, Beijing, 2020


(5) Patent

1) Haiwang Zhong, Ziming Ma, Qing Xia, Chongqing Kang, Qiang Wang, Xin Cao. Power system unit combination optimization method and device based on relaxed neighborhood search. ZL 202010164929.3

2) Haiwang Zhong, Ziming Ma, Qing Xia, Chongqing Kang, Qiang Wang, Xin Cao. Method and device for accelerating optimization of power system unit combination. ZL 202010172018.5

3) Haiwang Zhong, Jianxiao Wang, Guanlun Zhang Kai He, Chunling Lu, Qing Xia, Chongqing Kang, Jinxi Dong, Jiawei Wang, Qiang LI, Yao Wang. A coordinated planning method of transmission and distribution network taking into account the optimization of distribution network equivalence. ZL 2019106777333.0

4) Haiwang Zhong, Jianxiao Wang, Xiaowen Lai, Yang Wang, Qing Xia, Chongqing Kang. Method and Apparatus for Photovoltaic Power Forecast Based on Numerical Weather Prediction.US Patent. 2018.06.19

5) Haiwang Zhong, Qing Xia, Chongqing Kang, Qixin Chen. Optimal Control Method and Apparatus for Power System Frequency and Reserve Regulation with Asymmetric Information. US Patent. 2017.05.

6) Yang Bai, Haiwang Zhong, Peng Wang, Yang Wang, Qing Xia, Chongqing Kang. A monthly unit commitment optimization method with electricity amount constraint based on inducing objective function. Hongkong Patent, Publication No: HK1186263, 2016.06.

7) Xiaowen Lai, Haiwang Zhong, Qing Xia, Chongqing Kang. A fast calculation approach of GSDF for tie-line power control. Chinese Patent. ZL 201410697584.2

8) Xiaowen Lai, Haiwang Zhong, Qing Xia, Junfeng Yang. An optimization method for power and energy balancing in large-scale interconnected power grids. Chinese Patent. ZL 201410165688.9

9) Haiwang Zhong, Qing Xia, Chongqing Kang, Qixin Chen. Power system optimal control and cost calculation method with Asymmetric Information. Chinese Patent. ZL 201410106630.7

10) Zhifang Yang, Haiwang Zhong, Qing Xia, Chongqing Kang. A linearized power flow calculation method considering voltage and reactive power. Chinese Patent. ZL 201510406452.4

11) Jianxiao Wang, Haiwang Zhong, Qing Xia, Chongqing Kang, Shengchun Yang, Ke Wang, Maosheng Ding, Jun Ma. A multi - energy optimization and control method considering user consumption stickiness. Chinese Patent. ZL 201510657003.7

12) Ning Zhou, Qiang Li, Qian Sun, Qian Wang, Lei Wang, Shanshan Li, Jianxiao Wang, Zhifang Yang, Haiwang Zhong, Qing Xia. An orderly power utilization method based on the demand response capability of customers. Chinese Patent. ZL 201410277419.1

13) Peng Zou, Haiwang Zhong, Qing Xia, Chongqing Kang, Yang Wang, Qixin Chen, Zhifang Yang, Tian Sun. A practical engineering solution method for reactive power optimization considering period coupling. Chinese Patent. ZL 201610445601.2

14) Haiwang Zhong, Jianxiao Wang, Yang Wang, Xiaowen Lai, Qing Xia, Chongqing Kang. A photovoltaic power prediction method combining the photovoltaic power physical model with data-driven. Chinese Patent.ZL 201710492720.8

15) Zhifang Yang, Haiwang Zhong, Chunling Lu, Qing Xia. An N-1 closed loop safety check method with reactive power and voltage. Chinese Patent. ZL 201711401483.6

16) Zhifang Yang, Haiwang Zhong, Chunling Lu, Qing Xia. A security constrained economic dispatch method with reactive power and voltage. Chinese Patent. ZL 201711401494.4

17) Zhifang Yang, Haiwang Zhong, Qing Xia, Chunling Lu, Xiaowen Lai, Yang Wang. An economic dispatch method for AC/DC interconnected power grid. Chinese Patent. ZL 201810140164.2

18) Ke Wang, Haiwang Zhong, Qing Xia, Chongqing Kang, Qifeng Huang. An Electric power decomposition method based on code-decoding structure. Chinese Patent.ZL 201810745695.4

19) Ziming Ma, Haiwang Zhong, Zhenfei Tan, Qing Xia, Chongqing Kang, Zhenglin Yang, Bike Xue, Jian Geng, Yaxian Zheng, Yan Zhao, Weihua Weng. An unified clearing method for power transactions of uhv interconnected power grid considering transmission cost. Chinese Patent. ZL 201710904792.9

20) Zhifang Yang, Haiwang Zhong, Qing Xia, Chunling Lu, Xiaowen Lai, Initial value estimation method for power flow calculation based on low linearity network model. Chinese Patent. ZL 201810921611.8

21) Yi Wang, Ziming Ma, Xingan Yao, Haiwang Zhong, et al. A matchmaking transaction method of day-ahead energy market with power system security constraints. Chinese Patent. 201610018871.5

22) Yi Wang, Ziming Ma, Xingan Yao, Haiwang Zhong, et al. A method for calculating the cost of power generation based on the quotation information of power generation enterprises in matchmaking transaction. Chinese Patent. 201611024961.1

23) Guanglun Zhang, Haiwang Zhong, Ziming Ma, Lianfu Chen, Qing Xia, Chongqing Kang. A method for calculating the influence of virtual bidding on the price difference of power market nodes. Chinese Patent. 201810588506.7

24) Jianxiao Wang, Xin Jia, Haiwang Zhong, Qing Xia, et al. A master matching collaborative planning method considering the total cost chain of power grid. Chinese Patent. 201810602156.5

25) Zhenfei Tan, Haiwang Zhong, Qing Xia, Chongqing Kang. Monthly centralized power trading method and device with embedded system operation constraints. Chinese Patent. 201811103121.3

26) Zhenfei Tan, Haiwang Zhong, Qing Xia, Chongqing Kang. Method for generating intra-provincial security constraint boundary equivalence for cross-regional inter-provincial power trading. Chinese Patent. 201810465507.2

27) Ziming Ma, Haiwang Zhong, Xiaowen Lai, Qing Xia, Chongqing Kang. A method for prematurely clearing the power of the market. Chinese Patent. 201811025518.5

28) Ziming Ma, Haiwang Zhong, Qing Xia, Chongqing Kang. A method for calculating electricity price based on block price. Chinese Patent. 201811025509.6

29) Ziming Ma, Haiwang Zhong, Qing Xia, Chongqing Kang. A method for calculating electricity price based on block price based on unified optimization. Chinese Patent. 201811026968.6

30) Haiwang Zhong, Guanglun Zhang, Qing Xia, Chongqing Kang. Active Prevention and Control Method and Device of Power Grid Operation Risk. Chinese Patent. 202010076489.6 (Accept)

31) Zhenfei Tan, Haiwang Zhong, Qing Xia, Chongqing Kang. Method and device for identifying feasible region of output of virtual power plant based on constraint aggregation. Cinese Patent. 201911036748.6

32) Xinfei Yan, Haiwang Zhong, Jianxiao Wang, Zhenfei Tan, Qing Xia, Chongqing Kang. Distributed economic dispatch method of ubiquitous power Internet of things based on transition matrix. Chinese Patent. 201910484935.4

33) Tingliang Zhang, Haiwang Zhong, Zhenfei Tan, Xinfei Yan, Qing Xia, Chongqing Kang. Desktop cluster hardware platform for distributed algorithm testing and human-computer interaction research. Chinese Patent. 202010502169.2

34) Haiwang Zhong, Zhenfei Tan, Qing Xia, Chongqing Kang, Xuanyuan Wang, Honghai Tang. Method and device for identifying robust output feasible region of virtual power plant considering uncertainty. Chinese Patent 202010333728.1

35) Haiwang Zhong, Zhenfei Tan, Qing Xia, Chongqing Kang, Yang Wang, Xiaowen Lai. Economic dispatch method and device for multi-region power system. Chinese Patent 202010421946.0

36) Haiwang Zhong, Xinfei Yan, Zhenfei Tan, Qing Xia, Chongqing Kang, Junfeng Yang, Min Li, Hongtu Zhang, Yi Sun, Xiaming Guo, Fuyao Deng, Lijie Ding, Liang Wang, Gang Wang, Xinwei Sun. Evaluation method of reliability of medium and long-term electricity safety check based on load safety distance. Chinese Patent 202010359206.9

37) Haitao Yang, Haiwang Zhong, Zhenfei Tan, Qing Xia, Chongqing Kang. Node electricity price prediction method and device based on graph convolution. Chinese Patent 201910863172.4

38) Haiwang Zhong, Gunlun Zhang, Tong cheng, Qing Xia, Chongqing Kang. Power grid fault prediction method and system based on numerical meteorological data and machine learning. Chinese Patent 202010172018.5


(6) Computer Software Copyright

1) Yang Bai, Haiwang Zhong and Qing Xia. Day-ahead Scheduling decision software of power system containing wind power generation V1.0, Chinese Computer Software Copyright, No. 2013SR130449

2) Xiaowen Lai, Zhifang Yang, Haiwang Zhong, Qing Xia and Chongqing Kang. Multi-layer Coordinated Security Constrained Economic Dispatch, Chinese Computer Software Copyright, No. 2014SR154274

3) Xiaowen Lai, Zhifang Yang, Haiwang Zhong, Qing Xia and Chongqing Kang. Coordinated Power and Energy Balancing in the Whole Power Grid, Chinese Computer Software Copyright, No. 2014SR134396

4) Haiwang Zhong, Yang Wang, Qing Xia. Ultra-high Voltage DC power scheduling software based on D5000. Chinese Computer Software Copyright, No. 2016SR352804.

5) Zhifang Yang, Chunling Lu, Haiwang Zhong, Qing Xia, Chongqing Kang. Linearized optimal power flow software considering reactive power and voltage V1.0, Chinese Computer Software Copyright, No. 2017SR664694

6) Zhifang Yang, Chunling Lu, Haiwang Zhong, Qing Xia, Chongqing Kang. N-1 safety check software based on linearized power flow equation V1.0, Chinese Computer Software Copyright, No. 2017SR664686

7) Zhifang Yang, Chunling Lu, Haiwang Zhong, Qing Xia, Chongqing Kang. Economic Dispatching Software for AC / DC Interconnected Power Grid V1.0, Chinese Computer Software Copyright, No. 2018SR257893

8) Chunling Lu, Haiwang Zhong, Jianxiao Wang, Kai He, Qing Xia, Chongqing Kang. Transmission and Distribution Coordination Planning Software based on the Whole Cost Chain V1.0, No. 2019SR0593577

9) Zhenfei Tan, Haiwang Zhong, Qing Xia, Chongqing Kang. Security Verification Software of Power Transaction Based on Constrained Space Projection V1.0, No. 2019SR0705849

10) Guanglun Zhang, Haiwang Zhong, Jianxiao Wang, Tong Cheng, Qing Xia, Chongqing Kang. Big Data Analysis and Prediction Software for Power Grid Operation Risk Assessment V1.0, No. 2019SR0952814

11) Guanglun Zhang, Haiwang Zhong, Qing Xia, Chongqing Kang, Decision-making software for active prevention and control of power grid operation risks taking into account the relevance of faults V1.0, No. 2020SR0090090


(1) Professional Society Membership

l Senior Member, IEEE

l Member, Power & Energy Society, IEEE

l Member, IET

l Member, Energy Systems Integration Group

l Reviewer, Natural Science Foundation of China (NSFC)

l Editor, International Transactions on Electrical Energy Systems

l Associate Editor, Proceedings of The Chinese Society for Electrical Engineering

l Youth Associate Editor, CSEE Journal of Power and Energy Systems

l Youth Associate Editor, Journal of Modern Power Systems and Clean Energy

l Young Academic Committee Member, Power System Protection and Control

    

     (2) Reviewer

l IEEE Transactions on Power Systems

l IEEE Transactions on Smart Grid

l IEEE Transactions on Sustainable Energy

l IEEE Transactions on Industrial Electronics

l IEEE Transactions on Industrial Informatics

l Applied Energy

l Energy

l IET Renewable Power Generation

l IET Cyber-Physical Systems: Theory & Applications

l International Journal of Electrical Power and Energy Systems

l International Transactions on Electrical Energy Systems

l Journal of Modern Power Systems and Clean Energy (MPCE)

l CSEE Journal of Power and Energy Systems

l Proceedings of the CSEE

l Automation of Electric Power Systems

l Power System Technology

l Transactions of China Electrotechnical Society

l Modern Electric Power

l Electric Power Construction

l Advanced Technology of Electrical Engineering and Energy

l Renewable Energy Resources


(3) International Conference

l Member, 2019 CIGRE C5.3 Working Group “Cost Impacts of Flexible Demand Response”, 2019

l Panel Session ChairPopularizing Smart Building Technology toward Future Smart Grid, 2019 IEEE Power & Energy Society General Meeting, Aug. 4-8, 2019 Atlanta, US

l Tutorial Instructor2018 IEEE Power & Energy Society General Meeting, Aug. 5-9, 2018 Portland, US

l Panel Session Chair2018 IEEE Power & Energy Society General Meeting, Aug. 5-9, 2018 Portland, US

l Panel Session Chair on Challenges, Opportunities, and Approaches for Integrating Demand Response in Markets and Distribution Systems2017 IEEE Power & Energy Society General Meeting, Jul. 16-20, 2017 Chicago, US

l Technical Committee Members, 2017 ISAP (Intelligent System Applications to Power Systems), US

l Panel Session Chair, 2016 IEEE Innovative Smart Grid Technologies - Asia (ISGT ASIA), Nov 28-Dec 1, 2016 Melbourne, Australia, Electricity Market

l Organizing Committee Member, 2016 International Conference on Probabilistic Methods Applied to Power Systems, Oct. 16-20, 2016 Beijing, China

l Panel Session Chair on Big Data Empirical Assessment of Demand Response, 2016 IEEE Power & Energy Society General Meeting, Jul. 17-21, 2016 Boston, US,

l Session Chair, China-Korea Joint Seminar on Wind Energy Grid-Adaptive Technology 2013


     (4) Invited Talk

l Hierarchical Electricity Market Operations Based on Feasible Region Projection, IEEE PES iSPEC, Nov,2020

l Analysis, Design Methodology and Practice of Hybrid Solar Microgrid in Rural Areas, IEEE PES EI^2, Nov,2020

l Development of Demand Response with the Emerging of Multi-Energy System, IEEE PES EI^2, Nov,2020

l Active Control in Power Systems Considering Meteorological Conditions, IEEE PES General Meeting, Aug,2020

l Misaka: Interactive Swarm Testbed for Smart Grid Distributed Algorithm Test and Evaluation, IEEE PES General Meeting, Aug,2020

l A Unit Commitment Algorithm with Relaxation-based Neighborhood Search and Improved Relaxation Inducement, Aug,2020

l Demand Response: Overview, Applications, and Field Experiments, IEEE PES ISGT, Feb,2020

l Strengthen Government Supervision to Ensure the Rationality and Effectiveness of Grid Investment and Energy Storage, China Energy Research Association annual meeting 2019 energy storage sub Forum, Beijing, China, Dec 25, 2019

l Feasible Region Projection for Inter-regional Power System Coordination, iSPEC 2019, Beijing, China, Nov 23, 2019

l Opportunity and Challenges for Energy Storage to Participate in the Power Market, Seminar on Electric Energy Storage Technology and Application, Beijing, China, Oct 30, 2019

l Opportunity and Challenges for Energy Storage to Participate in the Power Market, ESIE2019 Beijing, China, May, 2019

l Recent Development of Demand Response and Its Implementation in China, Invited Talk in Imperial College of Technology, UK, Mar 24, 2019

l Recent Development of Demand Response and Its Implementation in China, Invited Talk in Stanford University, US, Feb 14, 2019

l Smart grid "Generation-Network-Load" Interactive Operation, The 6th Symposium of Young Scholars in Electrical Engineering, Beijing, China, Jan 12, 2019

l Demand Response in Energy Internet, 1st IEEE International Conference on Energy Internet and Energy System Integration, Beijing, China, Nov 27, 2017

l Market Mechanism of Smart Grid, 2017 China Smart Grid Forum, Yantai, China, Apr 22, 2017.

l The business model and market mechanism of Energy Internet, Forum on key technologies and business models for the first demonstration project of Energy Internet - 2017 annual meeting of Zhongguancun smart power industry technology alliance, Beijing, China, Apr 21, 2017.

l Demand Response and Its Application in China, Tsinghua University, Beijing, China, Apr 18, 2017.

l Distributed energy planning considering network cost allocation, China Development Forum and the Third International Symposium on innovation and development of smart agriculture, Beijing, China, Oct 29, 2016.

l The deregulation of retail market in China, MIT Sloan School of Management, Cambridge, MA, Jul 22, 2016.

l Fast Solutions for SCUC/SCED and Optimal Transmission Switching, California Institute of Technology (CalTech), Jul 25, 2015.

l Optimal transmission switching (OTS) based on Auxiliary Inducement Function, Advanced Research Institute, Virginia Tech, Oct 8, 2014.

l Research and Application of SCUC and SCED in China, Electric Power and Power Electronics Institute, Texas A&M University, Sep 14, 2011.