Haiwang Zhong
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Publications

Book Chapters

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

  2. Ke Wang, Haiwang Zhong, Nanpeng Yu, Qing Xia,Nonintrusive Load Monitoring Based on Deep Learning, in Data Analytics for Renewable Energy Integration. Cham:Springer, 2018.

  3. Haiwang Zhong, Dian Chen, Qing Xia,Energy Internet and Overall Cost based Price, Development and Research of Energy Internet, Beijing, Tsinghua University Press, 2017.

Newly Accepted Papers

  1. 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. (accepted, in Press)

  2. 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)

  3. 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, (accepted, in press)

  4. 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, (accepted, in press)

  5. 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. (accepted)

  6. 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, (accepted, in Press)

  7. 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, (in press)

  8. 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. (accepted)

SelectedJournal 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. 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, (in press)

  5. 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, (accepted, in Press)

  6. 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)

  7. 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)

  8. 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, (accepted, in Press)

  9. 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)

  10. 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

  11. 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

  12. 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.

  13. 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.

  14. 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.

  15. 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.

  16. 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.

  17. 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.

  18. 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.

  19. 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.

  20. 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

  21. 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).

  22. 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.

  23. 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.

  24. 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.

  25. 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

  26. 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.

  27. 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.

  28. Jianxiao Wang, Haiwang Zhong, Qing Xia, Chongqing Kang. Optimal Transmission Conversion from AC to HVDC for Limiting Short Circuit Currents. Energy. 2017, 118:545-555.

  29. 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.

  30. 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

  31. 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)

  32. 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

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

  34. 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.

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

  36. 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.

  37. 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.

  38. 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.

  39. 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

  40. 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.

  41. 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.

  42. Jianxiao Wang, Haiwang Zhong, Qing Xia, and Chongqing Kang. Transmission Planning Method considering both Short-circuit and N-1 contingency constraints. Journal of Modern Power Systems and Clean Energy, 2015,3(3):312-320.

  43. 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):2419-2426.

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

  45. 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.

  46. 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.

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 (accepted)

  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 (accepted)

  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 (accepted)

  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 (accepted)

  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 (accepted)

  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; Zhong, Haiwang. 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. (accepted)

  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, (accepted)

  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. (accepted)

  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. (accepted)

Authorized Patent

  1. 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.

  2. 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.

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

  4. 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

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

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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

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

  13. 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

  14. 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

  15. 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

  16. 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

Submitted Patent

  1. 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

  2. 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

  3. 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

  4. 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

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

  6. 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

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

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

  9. 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

  10. 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)

Computer Software Copyrights

  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