赵浩然

山东大学 | 教授

课题组Wiki： 内网 外网

发表论文

  1. J. Li, B. Li, H. Zhao, Z. Lou, H. Li and M. Li, "Global Linearization Modeling of Wind Turbines Based on Koopman Operator Theory," The 2026 5th International Conference on Smart Grid and Green Energy. (in press)

  2. H. Zhao, C. Zhao, B. Li and L. Tan, "Stability-Improved Network Partition Based on a Small-Step Synthesis Model for Electromagnetic Transient Simulation," in International Journal of Electrical Power and Energy Systems, vol. 176, Mar. 2026.

  3. L. Tan, B. Li, H. Zhao, C. Zhao, T. Liu, H. Li and M. Li, "CPU–GPU Accelerated Electromagnetic Transient Simulation of Star-Connected Cascaded H-Bridge SVGs," The 2026 International Conference on Power Electronics and Power Conversion. (in press)

  4. P. Wang, H. Zhao, J. Luo and V. Terzija, "Low-Frequency Impedance Modeling of Wind Energy Conversion System Considering Mechanical Dynamics and Operating Regions," in Journal of Modern Power Systems and Clean Energy, vol. 13, no. 4, pp. 1224-1237, Jul. 2025.

  5. S. Qin, P. Wang, S. Li, H. Zhao, J. Wang and J. Luo, "Stability Region Assessment With Mechanism-Data Driven Equivalent Impedance for Wind Power Plant," in IEEE Transactions on Power Electronics, vol. 39, no. 8, pp. 9355-9366, Aug. 2024.

  6. W. Liu, C. Changnian, H. Zhao,C. Liu and J. Han, "Performance analysis of a CO2 near-zero emission integrated system for stepwise recovery of LNG cold energy and GT exhaust heat," in Applied Thermal Engineering, vol. 236, Jun.2024.

  7. J. Feng, L. Tan, T. Liu, S. Yang, Z. Wang, Z. Wang and Y. Jiang, "A CPU Acceleration Method for VSC-HVDC Systems Based on Fine-Grained Decoupling," The 6th International Conference on Power Engineering(ICPE 2025). (in press)

  8. M. Zhang, H. Zhao, P. Wang, M. Xu, H. Wang and C. Yuan, "Impedance Modeling in Frequency Domain and Frequency Sweep Verification for Grid-Forming Wind Turbines Employing Droop/Virtual Synchronous Generator Control," 2025 7th International Conference on Electronic Engineering and Informatics (EEI), Yangzhou, China, 2025, pp. 183-188.

  9. M. Xu, M. Zhang, J. Lv and C. Ding, "Research on Control Strategies of Power Conversion System in Microgrids,"2025 12th International Forum on Electrical Engineering and Automation(IFEEA 2025). (in press)

  10. H. Zhao,P. Wang, P. Palensky, S. Filizadeh and Y. Liu, "Guest Editorial: Methodologies and applications of digital twin for renewable-dominant power systems," in International Journal of Electrical Power and Energy Systems, vol. 171, pp. 111006, Aug. 2025.

  11. Y. Qu, H. Zhao and Y. Jiang, "Research on Multi-dimensional Evaluation Indicators of Frequency Regulation Control in Wind-Storage Combined System Considering Multiple Uncertainties," The 14th International Conference on Renewable Power Generation(RPG 2025). (in press)

  12. Y. Zhou, Y. Jiang and H. Zhao, "A Fitting-Based Modeling Method of TCLs for Power System Demand Response," 2025 10th International Conference on Power and Renewable Energy (ICPRE), Hangzhou, China, 2025, pp. 81-84.

  13. Y. Jiang, J. Wang, H. Zhao and V. Terzija, "Dynamic Interval State Estimation for Integrated Electricity and Heating Systems," in IEEE Transactions on Power Systems, vol. 41, no. 1, pp. 82-95, Jan. 2026,

  14. B. Li, H. Zhao, Y. Jiang and C. Zhao, "Enhanced Co-Simulation of Wind Energy Conversion Systems: A Mechanically Equivalent Interfacing Method," in IEEE Transactions on Sustainable Energy, doi: 10.1109/TSTE.2025.3599154.

  15. J. Lv, T. Liu, P.Wang, H. Zhao and S. Wu, "Impedance Modeling of Permanent Magnet Synchronous Generator with Virtual Synchronous Generator Controlled Converters Based on Piecewise Affine Theory," The 14th International Conference on Renewable Power Generation(RPG 2025). (in press)

  16. Q. Xu, D. Ma, H. Zhao and Q. Sun, "An Online Anomaly Monitoring Method Based on Multiscale Spatiotemporal Graph Learning for Wind Turbine," in IEEE Transactions on Industrial Informatics, vol. 21, no. 11, pp. 8750-8758, Nov. 2025.

  17. 梁文兴, 荣繁华, 陈常念, 杨金文, 葛艺, 赵浩然, Tien-Chien Jen, 韩吉田.新型太阳能驱动的发电及制氢的综合能源系统设计与优化[J/OL].中国电机工程学报,1-12[2025-07-17].https://doi.org/10.13334/j.0258-8013.pcsee.250618.

  18. J.Luo, H. Zhao and P. Wang, "Enhanced Low-Voltage Ride-Through Capability of DFIG by Explicit Model Predict Control Based Decoupled Virtual Impedance," in IET Renewable Power Generation, vol. 19, no. 1, pp. e70046, Jan. 2025.

  19. J.Luo, P. Wang, H. Zhao, C. Yuan, T. Liu and V. Terzija, "Online Identification of Stability Region for Large-Scale Wind Farms -- Part I Clustering Based Piecewise Affine Impedance Modeling,"in International Journal of Electrical Power & Energy Systems, vol. 170, pp. 110790, Sept. 2025.

  20. J.Luo,P. Wang, H. Zhao, Y. Liu and V. Terzija, "Online identification of stability region for large-scale wind farms, Part II: Construction of stability region boundary,"in International Journal of Electrical Power & Energy Systems, vol. 169, pp. 110791, Aug. 2025.

  21. J. Wang, H. Zhao, P. Wang and Y. Gui, "Characterization of Impedance and Stability for Doubly-Fed Induction Generator Based on Voltage-Modulated Direct Power Control," in IEEE Transactions on Power Electronics, vol. 40, no. 10, pp. 15529-15544, Oct. 2025.

  22. J. Wang, H. Zhao and P. Wang, "Stability analysis of grid-connected inverter under full operating conditions based on small-signal stability region, " in Sustainable Energy, Grids and Networks, vol. 40, pp. 101515, Dec. 2024.

  23. Z. Lou, H. Zhao, B. Li, Y. Jiang, L. Meng and Z. Yu, "Fatigue-Reduction Active Power Allocation in Wind Farms Using Convex Reward Reinforcement Learning," 2025 9th International Conference on Green Energy and Applications (ICGEA), Singapore, Singapore, 2025, pp. 1-7.

  24. Q. Zheng, H. Zhao, Y. Jiang, Y. Du, M. Wang and Y. Zhou, "Comprehensive Indicator Evaluation Method for Integrated Energy System," 2024 IEEE 8th Conference on Energy Internet and Energy System Integration (EI2), Shenyang, China, 2024, pp. 1560-1565.

  25. Z. Yu, Y. Jiang and H. Zhao, "An Active Wake Control Strategy for Tandem Wind Turbines Based on Multi-Attractor Particle Swarm Optimization Algorithm," 2024 IEEE 8th Conference on Energy Internet and Energy System Integration (EI2), Shenyang, China, 2024, pp. 874-880.

  26. P. Wang, T. Liu, H. Zhao, Y. Ma and C. Yuan, "Online Construction of Small-Signal Stability Region for Wind Farms With Reduced-Order Impedance Model and Two-Layer Optimization," in IEEE Transactions on Energy Conversion, vol. 40, no. 4, pp. 3019-3034, Dec. 2025.

  27. J. Lv, P. Wang, C. Yuan and S. Wu, "Small-Signal Impedance Modeling and Nodal Admittance Matrix Stability Analysis for Virtual Synchronous Generator Controlled Grid-Forming Converters," 2025 2nd International Symposium on New Energy Technologies and Power Systems (NETPS), Hangzhou, China, 2025, pp. 132-140,.

  28. 李冰,赵浩然,江艺宝,田航,王梦雪,Kai Strunz.风电场全过程耦合精细化建模及其高效并行仿真算法[J/OL].电力系统自动化,1-13[2025-09-05].https://link.cnki.net/urlid/32.1180.TP.20250625.1018.002.

  29. 李冰,赵浩然,江艺宝,孟铃涵,魏小钊,Kai Strunz.基于异构计算的大规模风电场精细化高效仿真技术[J/OL].电力系统自动化,1-14[2025-09-05].https://link.cnki.net/urlid/32.1180.TP.20250610.2044.008.

  30. 刘银桥,赵浩然,李筱濛,田航,黄晓莉,王梦雪,吴增宾.基于时-空二维幂级数嵌入的供热网络半解析建模仿真研究[J].电工电能新技术,2025,44(07):81-89.

  31. J. Lv, P. Wang and H. Zhao, "Transient Stability Enhancement in AC-DC Networks Using Virtual Synchronous Machines," 2025 10th Asia Conference on Power and Electrical Engineering (ACPEE), Beijing, China, 2025, pp. 1721-1728.

  32. J. He J. He, J. Lv, J. Luo, H. Zhao, P. Wang and C. Ding, "Quantification of Wind Farm Stabilization Areas with the Grey Wolf Optimizer and Support Vector Machine," 2025 10th Asia Conference on Power and Electrical Engineering (ACPEE), Beijing, China, 2025, pp. 1168-1174.

  33. B. Li, H. Zhao, Y. Zhou, Y. Liu and Y. Du, "An LSTM wind power prediction model based on PCA dimensionality reduction and wavelet decomposition," 2025 5th International Conference on Advances in Electrical, Electronics and Computing Technology (EECT), Guangzhou, China, 2025, pp. 1-7.

  34. M. Wang, H. Zhao, C. Liu, D. Ma, Y. Jiang and F. Yang, "Refined Multi-Time Scale Optimal Scheduling of Dynamic Integrated Energy System Based on Superposition of Energy Flow Response," in Applied Energy, vol. 380, pp. 125071, Feb. 2025.

  35. M. Wang, H. Zhao, C. Liu, D. Ma, F. Yang and R. Wang, "Dynamic Optimal Energy Dispatch Method for Integrated Energy System based on Superposition of Energy Flow Response," in IEEE Transactions on Power Systems, vol. 40, no. 4, pp. 3320-3333, Jul. 2025.

  36. C. Ding, H. Zhao, P. Wang, J. Lv, J. Liu, J. Qin and J. Yang, "Research on Prediction of Mechanical Vibration Trends of Hydroelectric Units Based on Improved Deep Belief Network," 2024 6th International Conference on Electrical Engineering and Control Technologies (CEECT), Shenzhen, China, 2024, pp. 93-98.

  37. J. Wang, P. Wang, H. Zhao and F. Yang, "Comprehensive Impedance Analysis of DFIG-Based Wind Farms Considering Dynamic Couplings," in IEEE Transactions on Power Electronics, vol. 40, no. 1, pp. 2259-2272, Jan. 2025.

  38. H. Li, Z. Li, H. Zhao and K. Liu, "An Optimization Scheduling Method for Integrated Energy Microgrid Based on Heavy-Ball Acceleration Distributed Optimization," 2024 IEEE International Conference on Energy Internet (ICEI), Zhuhai, China, 2024, pp. 460-465.

  39. J. Yu, H. Zhao, Y. Jiang, B. Li, L. Meng and F. Yang, "Efficient Electromagnetic Transient Simulation for DFIG-Based Wind Farms Using Fine-Grained Network Partitioning," in International Journal of Electrical Power and Energy Systems, vol. 162, pp. 110297, Nov. 2024.

  40. X. Hu, J. Ma, H. Zhao and D. Ma, "A Weak Leak Location Method Based on Signal Attenuation Mechanism for Energy Transportation System," in Energy, vol. 307, pp. 132786, Oct. 2024.

  41. 詹兆康, 胡旭光, 赵浩然, 张思琪, 张峻凯, 马大中. 基于多变量时空融合网络的风机数据缺失值插补研究[J]. 自动化学报, 2024, 50(06): 1171-1184. DOI:10.16383/j.aas.c230534.

  42. Y. Qu, J. He, W. Miao, H. Zhao, Y. Jiang, Y. Cheng and G. Zhou, "Analysis and Assessment of Frequency Regulation Characteristics of Joint Wind-Storage System Based on Predicted Wind Speed and Load," 2024 IEEE 2nd International Conference on Control, Electronics and Computer Technology (ICCECT), Jilin, China, 2024, pp. 266-272.

  43. C. Zhao, W. Miao, H. Zhao, J. He, Y. Cheng, G. Zhou and Y. Jiang, "Real-Time Electromagnetic and Electromechanical Hybrid Simulation Based on RTLAB-PowerFactory," 2024 IEEE 2nd International Conference on Control, Electronics and Computer Technology (ICCECT), Jilin, China, 2024, pp. 261-265.

  44. 赵浩然, 孟铃涵, 江艺宝, 李冰. 面向新型电力系统的实时仿真平台综述与展望[J/OL]. 高电压技术, 1-16[2024-09-04]. https://doi.org/10.13336/j.1003-6520.hve.20231802.

  45. 江艺宝, 于佳乐, 赵浩然, 李冰, 韩明哲, 赵长旺. 新型电力系统电磁暂态并行仿真关键技术及展望[J]. 高电压技术, 2024, 50(07): 3145-3160. DOI:10.13336/j.1003-6520.hve.20231798.

  46. H. Tian, H. Zhao, S. Xin, H. Li, R. Wang and S. Liu, "A Mechanism-Based Data-Driven Interval Energy Flow Calculation Method for Integrated Energy Systems via Affine Arithmetic-Based Optimization," in IEEE Transactions on Sustainable Energy, vol. 15, no. 3, pp. 1562-1575, Jul. 2024.

  47. Y. Du, H. Zhao, X. Huang, H. Li, R. Wang, S. Liu and H. Tian, "Integrated Energy System Dynamic Simulation Toolbox Based on Refined Modeling Method," 2023 IEEE 7th Conference on Energy Internet and Energy System Integration (EI2), Hangzhou, China, 2023, pp. 994-999.

  48. Y. Liu, H. Zhao, H. Li, R. Wang, D. Ma, S. Liu and H. Tian, "A Multi-Step Real-Time Simulation Method for Integrated Energy System Based on Multi-Platform Combination," 2023 IEEE 7th Conference on Energy Internet and Energy System Integration (EI2), Hangzhou, China, 2023, pp. 988-993.

  49. Y. Liu, J. Guo, P. Wang, H. Zhao, Q. Su and C. Yu, "Research and Development of BPA-DIgSILENT Power Grid Model Conversion Software," 2023 8th International Conference on Power and Renewable Energy (ICPRE), Shanghai, China, 2023, pp. 684-688.

  50. 赵长旺, 赵浩然, 江艺宝. 基于CPU-FPGA的风电机组实时仿真器的开发（英文）[C]//安徽省人民政府,中国仿真学会.第三十五届中国仿真大会论文集.山东大学电气工程学院,2023:8. DOI:10.26914/c.cnkihy.2023.077842.

  51. Y. Yu, L. Wang, P. Wang, C. Yuan, T. Liu, H. Zhao, W. Fan and Q. Shuang, "Parameter Identification of Frequency Control Model for Wind Farm Field Based on Forgetting Factor Least Squares," 2023 13th International Conference on Power and Energy Systems (ICPES), Chengdu, China, 2023, pp. 300-306.

  52. Y. Liu, J. Guo, P. Wang, H. Zhao, Q. Su and C. Yu, "Research and Development of BPA-DIgSILENT Power Grid Model Conversion Software," 2023 8th International Conference on Power and Renewable Energy (ICPRE), Shanghai, China, 2023, pp. 684-688.

  53. X. Qi, J. Chen, H. Zhao, Y. Zhang, X. Sun and Y. Chen, "Post-Disaster Distribution System Restoration Considering UAV-Based Communication Recovery Based on Multi-Agent Reinforcement Learning," IECON 2023-49th Annual Conference of the IEEE Industrial Electronics Society, Singapore, Singapore, 2023, pp. 1-6.

  54. P. Wang, Y. Ma and H. Zhao, "Online Assessment of Multi-Parameter Stability Region and Stability Margin of Wind Power Plants," in International Journal of Electrical Power & Energy Systems, vol. 155, pp. 109413, Jan. 2024.

  55. B. Li, H. Zhao, Y. Jiang and L. Meng, "Real-Time Simulation for Detailed Wind Turbine Model Based on Heterogeneous Computing," in International Journal of Electrical Power & Energy Systems, vol. 155, pp. 109486, Jan. 2024.

  56. 王梦雪, 赵浩然, 刘春阳, 马后震. 基于叠加原理的综合能源系统动态潮流追踪及碳熵分析[J/OL]. 电力系统自动化, 1-18[2023-11-26]. http://kns.cnki.net/kcms/detail/32.1180.TP.20230328.0903.002.html.

  57. M. Wang, H. Zhao, C. Liu, X. Huang, Z. Wang and H. Zhang, "Analytical Dynamic Energy-Carbon Flow Model and Application in Cost Allocation for Integrated Energy Systems," in IEEE Transactions on Smart Grid, vol. 15, no. 3, pp. 2681-2695, May 2024.

  58. 马悦鑫, 王鹏, 赵浩然, 贺敬, 罗嘉, 王金龙. 基于分段仿射阻抗模型的电压源变流器小扰动稳定域在线构造[J]. 中国电机工程学报, 2023.

  59. X. Huang, H. Tian, H. Zhao, H. Li, M. Wang and X. Huang, "Digital twins of multiple energy networks based on real-time simulation using holomorphic embedding method, Part I: Mechanism-driven modeling," in International Journal of Electrical Power & Energy Systems, vol. 154, pp. 109419, Dec. 2023.

  60. H. Ma, C. Liu, H. Zhao, H. Zhang, M. Wang and X. Wang, "A novel analytical unified energy flow calculation method for integrated energy systems based on holomorphic embedding," in Applied Energy, vol. 344, pp. 121163, Aug. 2023.

  61. H. Tian, H. Zhao, H. Li, X. Huang, X. Qian and X. Huang, "Digital twins of multiple energy networks based on real-time simulation using holomorphic embedding method, Part II: Data-driven simulation," in International Journal of Electrical Power & Energy Systems, vol. 153, pp. 109325, Nov. 2023.

  62. Y. Liu, J. He, P. Wang and H. Zhao, "Particle Swarm Optimization for PSS Parameters and Application to DIgSILENT PowerFactory," 2023 6th International Conference on Energy, Electrical and Power Engineering (CEEPE), Guangzhou, China, 2023, pp. 766-770.

  63. W. Hu, A. Anvari-Moghaddam, L. Xiong, H. Zhao, Y. Du, D. Cao and S. Abulanwar, "Planning and operation of hybrid renewable energy systems, Volume II," in Frontiers in Energy Research, vol. 11, pp. 1212394, 2023.

  64. Y. Liu, J. He, P. Wang and H. Zhao, "Particle Swarm Optimization for PSS Parameters and Application to DIgSILENT PowerFactory," in 2023 6th International Conference on Energy, Electrical and Power Engineering (CEEPE), IEEE, 2023, pp. 766-770.

  65. H. Tian, H. Zhao, H. Li, C. Liu, J. Chen and H. Zhang, "Interval-probabilistic Electricity-heat-gas Flow Calculation by Dual-level Surrogate Structure," in IEEE Transactions on Smart Grid, vol. 14, no. 6, pp. 4333-4344, Nov. 2023.

  66. H. Liu, C. Liu, H. Zhao, H. Tian, J. Liu and L. Tian, " Non-Intrusive Load Monitoring Method for Multi-Energy Coupling Appliances Considering Spatio-Temporal Coupling," in IEEE Transactions on Smart Grid, vol. 14, no. 6, pp. 4519-4529, Nov. 2023.

  67. X. Qian, H. Zhao, H. Li, Y. Jiang, H. Tian and S. Xin, " IES Operation Toolbox: An Energy Flow Calculation and Optimization Toolbox for Integrated Energy System," 2022 First International Conference on Cyber-Energy Systems and Intelligent Energy (ICCSIE), Shenyang, China, 2023, pp. 1-6.

  68. H. Li, W. Lv, H. Zhao and C. Chen, " A village integrated energy system operating in electricity market and hydrogen market," 2022 First International Conference on Cyber-Energy Systems and Intelligent Energy (ICCSIE), Shenyang, China, 2023, pp. 1-6.

  69. S. Xin, H. Zhao, H. Li, H. Tian, M. Wang and X. Huang, " Multiple Energy Flow Modeling of Integrated Energy System Based on Heterogeneous Learner Integration Strategy," 2022 First International Conference on Cyber-Energy Systems and Intelligent Energy (ICCSIE), Shenyang, China, 2023, pp. 1-6.

  70. H. Ma, C. Liu, H. Zhao, C. Chen and Z. Wang, " Comparison of the Methods for Continuous-Time Power Flow Analysis in Power Systems," 2022 First International Conference on Cyber-Energy Systems and Intelligent Energy (ICCSIE), Shenyang, China, 2023, pp. 1-5.

  71. J. Wang, H. Zhao, Y. Jiang, H. Li, S. Xin and H. Tian, " Interval Energy Flow Analysis for Integrated Heat and Electricity System Based on Affine Arithmetic," 2022 First International Conference on Cyber-Energy Systems and Intelligent Energy (ICCSIE), Shenyang, China, 2023, pp. 1-5.

  72. Z. Cui, J. Chen and H. Zhao, " A Carbon Emission Reduction Method for Distribution Network with Data Centers," 2022 First International Conference on Cyber-Energy Systems and Intelligent Energy (ICCSIE), Shenyang, China, 2023, pp. 1-4.

  73. Y. Zhang, J. Chen, H. Zhao, W. Zhang, W. Jiao and W. Dai, " Coordinated voltage control of active distribution networks with photovoltaic and power to hydrogen,” in IET Energy Systems Integration, vol. 5, no. 3, pp. 245–260, Sept. 2023.

  74. 刘航, 刘春阳, 赵浩然, 田立军, 刘俊伟. 基于深度学习的公共楼宇电-气负荷非侵入式分解[J]. 电网技术, 2023, 47(03): 1188-1197. DOI:10.13335/j.1000-3673.pst.2022.1222.

  75. 王梦雪, 赵浩然, 刘春阳, 王俊杰, 信思笑, 黄晓莉. 基于碳熵指标的电-热互联综合能源系统碳轨迹追踪方法[J]. 电力系统自动化, 2023, 47(09): 13-22.

  76. Z. Du, J. Chen, H. Zhao, W. Zhang and Y. Zhang, "Routing optimization method of cyber-energy system considering cross-space cascading fault handling process," in International Journal of Electrical Power & Energy Systems, vol. 144, pp. 108574, Jan. 2023.

  77. 王俊杰, 刘春阳, 陈常念, 赵浩然, 韩吉田, 黄晓莉, 王梦雪. 基于熵指标的热能传输动态特性建模与仿真分析[J]. 中国电机工程学报, 2023, 43(13): 5066-5078. DOI:10.13334/j.0258-8013.pcsee.220452.

  78. B. Li, H. Zhao and K. Zhang, "A heterogeneous accelerated simulation framework for wind field dynamic model," in IET Renewable Power Generation, vol. 17, no. 1, pp. 137-149, Jan. 2023.

  79. F. Bian, S. You, H. Zhao, C. Chen, Z. Yu and Y. Lai, "Energy, exergy, economy analysis and multi‐objective optimization of a novel integrated energy system by combining artificial neural network and whale optimization algorithm," in International Journal of Energy Research, vol. 46, no. 15, pp. 24179-24196, Dec. 2022.

  80. 卞飞宇, 陈常念, 赵浩然, 于泽庭. 太阳能驱动的氢-冷-热-电综合能源系统性能分析[J]. 供用电, 2022, 39(01): 17-23. DOI:10.19421/j.cnki.1006-6357.2022.01.003.

  81. Y. Ma, T. Zheng, J. He, F. Miao, P. Wang and H. Zhao, "Plant Control Parameter Identification of Renewable Energy Station Based on Improved Least Square Method," 2022 IEEE 6th Conference on Energy Internet and Energy System Integration (EI2), Chengdu, China, 2022, pp. 631-636.

  82. Z. Cui, J. Chen, C. Liu and H. Zhao, "Time-domain continuous power flow calculation of electricity--gas integrated energy system considering the dynamic process of gas network," in Energy Reports, vol. 8, pp. 597-605, Aug. 2022.

  83. 王金龙, 赵浩然, 王鹏, 罗嘉, 孙开宁. 基于阻抗法的并网逆变器小信号稳定功率极限分析与提高[J]. 电力系统保护与控制, 2022, 50(18): 18-28. DOI:10.19783/j.cnki.pspc.211570.

  84. X. Sun, J. Chen, H. Zhao, W. Zhang and Y. Zhang, "Sequential Disaster Recovery Strategy for Resilient Distribution Network Based on Cyber--Physical Collaborative Optimization," in IEEE Transactions on Smart Grid, vol. 14, no. 2, pp. 1173-1187, Mar. 2023.

  85. C. Chen, J. Wang, H. Zhao, Z. Yu, J. Han, J. Chen and C. Liu, "Entropy Flow Analysis of Thermal Transmission Process in Integrated Energy System Part I: Theoretical Approach Study," in Processes, vol. 10, no. 9, pp. 1717, Sept. 2022.

  86. C. Chen, J. Wang, H. Zhao, Z. Yu, J. Han, J. Chen and C. Liu, "Entropy Flow Analysis of Thermal Transmission Process in Integrated Energy System Part II: Comparative Case Study," in Processes, vol. 10, no. 9, pp. 1719, Sept. 2022.

  87. C. Chen, H. Zhao, C. Liu, J. Chen, C. Liu, T. Zhang and W. Gong, "Transient Heat Transfer Characteristics in a Flat Plate Heat Sink with Mini-Channels for Cooling High Heat Flux IGBT," in Micromachines, vol. 13, no. 9, pp. 1417, Sept. 2022.

  88. 程建东, 赵浩然, 韩明哲. 市场机制下推动风电参与电力市场的实践总结与启示[J]. 电网技术, 2022, 46(07): 2619-2631. DOI:10.13335/j.1000-3673.pst.2021.2224.

  89. F. Li, J. Zhu, L. Yu, S. Bu, H. Zhao, J. Zhao, Y. Xu, J. Guerrero and C. Wang, "An Imbalance-Status-Enabled Autonomous Global Power-Sharing Scheme for Solid-State Transformer Interconnected Hybrid AC/DC Microgrids," in IEEE Transactions on Smart Grid, vol. 14, no. 3, pp. 1750-1762, 2022.

  90. J. He, L. Meng, H. Zhao and B. Li, "Development of GPU-Based Efficient Simulation Module of Wind Farm," 2022 7th International Conference on Power and Renewable Energy (ICPRE), Shanghai, China, 2022, pp. 849-855.

  91. M. Wang, H. Zhao, H. Tian and Q. Wu, "Distributed Collaborative Optimization of a Multi-Region Integrated Energy System Based on Edge Computing Unit," in Frontiers in Energy Research, vol. 10, pp. 846006, Apr. 2022.

  92. W. Hu, A. Amjad, H. Zhao, L. Xiong and Y. Du, "Planning and Operation of Hybrid Renewable Energy Systems," in Frontiers in Energy Research, vol. 10, pp. 945794, 2022.

  93. 马钊, 张恒旭, 赵浩然, 王梦雪, 孙媛媛, 孙凯祺. 双碳目标下配用电系统的新使命和新挑战[J]. 中国电机工程学报, 2022, 42(19): 6931-6945. DOI:10.13334/j.0258-8013.pcsee.213091.

  94. 刘俊伟, 刘春阳, 赵浩然, 王俊懿, 刘航, 周华. 基于知识引导深度神经网络的电-热综合能源系统状态估计[J]. 电网技术, 2022, 46(11): 4288-4300. DOI:10.13335/j.1000-3673.pst.2022.0225.

  95. H. Tian, H. Zhao, C. Liu and J. Chen, "Iterative linearization approach for optimal scheduling of multi-regional integrated energy system," in Frontiers in Energy Research, vol. 10, pp. 208, Mar. 2022.

  96. H. Tian, H. Zhao, C. Liu, J. Chen, Q. Wu and V. Terzija, "A dual-driven linear modeling approach for multiple energy flow calculation in electricity--heat system," in Applied Energy, vol. 314, pp. 118872, May. 2022.

  97. Y. Ma, H. Zhao, P. Wang, J. Luo, W. Zheng and J. Wang, "Parameter Identification and Stability Analysis of DFIG," 2022 International Conference on Power Energy Systems and Applications (ICoPESA), Singapore, Singapore, 2022, pp. 390-395.

  98. H. Liu, C. Liu, L. Tian, H. Zhao and J. Liu, "Non-intrusive Load Disaggregation Based on Deep Learning and Multi-feature Fusion," 2021 3rd International Conference on Smart Power & Internet Energy Systems (SPIES), Shanghai, China, 2021, pp. 210-215.

  99. M. Han, H. Zhao, J. Cheng, L. Niu and W. Zheng, "Real Time Equivalent Modeling Method for Wind Farms Based on Wind Speed Forecast," The 10th Renewable Power Generation Conference (RPG 2021), Online Conference, 2021, pp. 1193-1202.

  100. J. Wang, H. Zhao, S. Gao, J. Luo and Q. Ma, "Analysis of Power Transmission Limit of Grid-Connected Inverters Based on the Impedance Method," The 10th Renewable Power Generation Conference (RPG 2021), Online Conference, 2021, pp. 510-514.

  101. L. Wang, H. Zhao and B. Li, "The design and implementation of graphic user interface for real-time wind farm simulation platform," The 10th Renewable Power Generation Conference (RPG 2021), Online Conference, 2021, pp. 445-450.

  102. S. Gao, H. Zhao, P. Wang, Y. Gui, V. Terzija and F. Blaabjerg, "Comparative Study of Symmetrical Controlled Grid-Connected Inverters," in IEEE Transactions on Power Electronics, vol. 37, no. 4, pp. 3954-3968, Apr. 2022.

  103. X. Huang, H. Zhao, J. Wang, S. Xin, H. Tian and M. Wang, "Fine Modeling in Thermal System of Integrated Energy System," 2021 IEEE 5th Conference on Energy Internet and Energy System Integration (EI2), Taiyuan, China, 2021, pp. 1738-1743.

  104. X. Qian, H. Zhao, X. Sun, H. Tian, S. Xin and M. Wang, "Optimization Toolbox For Multi-Regional Integrated Energy System," 2021 IEEE 5th Conference on Energy Internet and Energy System Integration (EI2), Taiyuan, China, 2021, pp. 1744-1749.

  105. J. Wang, H. Zhao, C. Chen and S. Gao, "Modeling of Electric - thermal Multi - energy System and Coupling Method under Different Time Scales," 2021 IEEE 5th Conference on Energy Internet and Energy System Integration (EI2), Taiyuan, China, 2021, pp. 4099-4104.

  106. J. Liu, C. Liu, H. Zhao, H. Liu and S. Xin, "State Estimation of Integrated Energy System Based on Deep Neural Network," 2021 6th International Conference on Power and Renewable Energy (ICPRE), Shanghai, China, 2021, pp. 803-807.

  107. S. Xin, H. Zhao, H. Tian, M. Wang, J. Liu and X. Huang, "Real-time Simulation and Control of Refined Dynamic Model of Integrated Energy System," 2021 6th International Conference on Power and Renewable Energy (ICPRE), Shanghai, China, 2021, pp. 819-823.

  108. J. Wang, H. Zhao, S. Gao and B. Li, "A Review on Impedance Modeling of Grid-Connected Renewable Energy Generation System," 2021 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia), Chengdu, China, 2021, pp. 1290-1295.

  109. 罗嘉, 赵浩然, 高术宁, 王鹏, 孙开宁. 基于显式模型预测控制和改进虚拟阻抗的双馈风机低电压穿越策略[J]. 电网技术, 2021, 45(05): 1716-1723. DOI:10.13335/j.1000-3673.pst.2020.2085.

  110. J. Liu, H. Zhao, C. Liu, Y. Qin and Z. Ma, "State Estimation of Combined Heat and Power Systems Considering Thermal Dynamics and Different Time-Scale Measurements," 2021 6th Asia Conference on Power and Electrical Engineering (ACPEE), Chongqing, China, 2021, pp. 34-40.

  111. H. Zhao, Z. Lin, Q. Wu and S. Huang, "Model predictive control based coordinated control of multi-terminal HVDC for enhanced frequency oscillation damping," in International Journal of Electrical Power & Energy Systems, vol. 123, pp. 106328, Dec. 2022.

  112. C. Kim, Y. Gui, H. Zhao and W. Kim, "Coordinated LVRT control for a permanent magnet synchronous generator wind turbine with energy storage system," in Applied Sciences, vol. 10, no. 9, pp. 3085, May. 2020.

  113. Z. Wang, H. Zhao, B. Li and S. Gao, "Implementation of Vector Oriented Control of DFIG based on FPGA," 2020 3rd International Conference on Power and Energy Applications (ICPEA), Busan, Korea (South), 2020, pp. 136-140.

  114. S. Gao, H. Zhao, Y. Gui, D. Zhou, V. Terzija and F. Blaabjerg, "A Novel Direct Power Control for DFIG With Parallel Compensator Under Unbalanced Grid Condition," in IEEE Transactions on Industrial Electronics, vol. 68, no. 10, pp. 9607-9618, Oct. 2021.

  115. S. Gao, H. Zhao, Y. Gui, J. Luo and F. Blaabjerg, "Impedance Analysis of Voltage Source Converter Using Direct Power Control," in IEEE Transactions on Energy Conversion, vol. 36, no. 2, pp. 831-840, Jun. 2021.

  116. 陈健, 林咨良, 赵浩然, 吴秋伟, 宋关羽. 考虑信息耦合的电--气综合能源系统韧性优化方法[J]. 中国电机工程学报, 2020, 40(21): 6854-6864. DOI:10.13334/j.0258-8013.pcsee.200440.

  117. S. Gao, H. Zhao, Y. Gui, D. Zhou and F. Blaabjerg, "An Improved Direct Power Control for Doubly Fed Induction Generator," in IEEE Transactions on Power Electronics, vol. 36, no. 4, pp. 4672-4685, Apr. 2021.

  118. 王梦雪, 赵浩然, 田航, 陈建, 吴秋伟. 典型综合能源系统仿真与规划平台综述[J]. 电网技术, 2020, 44(12): 4702-4712. DOI:10.13335/j.1000-3673.pst.2020.0078a.

  119. J. Diao, H. Zhao, B. Li and L. Niu, "Refined Modeling and Real-Time Simulation of DFIG Based Wind Farm," 2020 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia), Weihai, China, 2020, pp. 1416-1420.

  120. C. Tian, H. Zhao, J. Diao and B. Li, "Electromagnetic and Electromechanical Hybrid Simulation Based on Mosaik Framework," 2020 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia), Weihai, China, 2020, pp. 887-891.

  121. J. Luo, H. Zhao, S. Gao and M. Han, “A low Voltage Ride Through Strategy of DFIG Based on Explicit Model Predictive Control,”in International Journal of Electrical Power & Energy Systems, vol. 119, pp. 105783, Jul. 2020.

  122. B. Li, H. Zhao, S. Gao and S. Hu, “Digital Real-time Co-simulation Platform of Refined Wind Energy Conversion System,”in International Journal of Electrical Power & Energy Systems, vol. 117, pp. 105676, May. 2020.

  123. B. Li, H. Zhao, J. Diao and M. Han, “Design of Real-time Co-simulation Platform for Wind Energy Conversion System,”in Energy Reports, vol. 6, no. 2, pp. 403–409, Feb. 2020.

  124. S. Gao, H. Zhao and Y. Gui, "Dual Grid Voltage Modulated Direct Power Control of Grid-Connected Voltage Source Converter Under Unbalanced Network Condition," 2019 IEEE Innovative Smart Grid Technologies - Asia (ISGT Asia), Chengdu, China, 2019, pp. 2167-2172.

  125. X. Lu, H. Zhao, J. Luo, Q. Ma and L. Niu, "A Comprehensive Review on MPC: Applications on Wind Turbines and FPGA Implementations," 2019 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC), Macao, China, 2019, pp. 1-5.

  126. X. Hou, H. Zhao, S. Gao and L. Niu, "Small-Signal Stability Analysis of Wind Farm Integrated into Large-Scale Power Grid," 2019 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC), Macao, China, 2019, pp. 1-5.

  127. M. Han, H. Zhao, Z. Lv and L. Niu, "Distributed Optimal Active Power Control of a Wind Farm based on Fast ADMM," 2019 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC), Macao, China, 2019, pp. 1-5.

  128. S. Gao, H. Zhao, Y. Gui, Z. Zhang and Q. Wu, "A Voltage Modulated Direct Power Control of the Doubly Fed Induction Generator," 2019 IEEE Power & Energy Society General Meeting (PESGM), Atlanta, GA, USA, 2019, pp. 1-5.

  129. J. Luo, H. Zhao, X. Lu, S. Gao, Q. Ma and V. Terzija, "A Review of Low Voltage Ride Through in DFIG under Unbalanced Grid Faults," 2019 IEEE PES GTD Grand International Conference and Exposition Asia (GTD Asia), Bangkok, Thailand, 2019, pp. 718-723.

  130. P. Wang, F. Gao, Y. Jing, Q. Hao, K. Li and H. Zhao, "An Integrated Gate Driver with Active Delay Control Method for Series Connected SiC MOSFETs," 2018 IEEE 19th Workshop on Control and Modeling for Power Electronics (COMPEL), Padua, Italy, 2018, pp. 1-6.

  131. Y. Guo, H. Gao, Q. Wu, H. Zhao and J. Ostergaard, "Coordinated voltage control scheme for VSC‐HVDC connected wind power plants," in IET Renewable Power Generation, vol. 12, no. 2, pp. 198-206, Feb. 2018.

  132. C. Wang, Q. Zhou, M. Han, Z. Lv, X. Hou, H. Zhao and J. Bu, "Review of Recent Development of Dynamic Wind Farm Equivalent Models Based on Big Data Mining," in IOP Conference Series: Earth and Environmental Science, vol. 133, no. 1, pp. 012016, 2018. (IOP Publishing)

  133. C. Wang, Q. Zhou, S. Gao, J. Luo, J. Diao, H. Zhao and J. Bu, "A review of recent studies on the mechanisms and analysis methods of sub-synchronous oscillation in wind farms," in IOP Conference Series: Earth and Environmental Science, vol. 133, no. 1, pp. 012014, 2018. (IOP Publishing)

  134. Y. Guo, H. Gao, Q. Wu, H. Zhao, J. Ostergaard and M. Shahidehpour, "Enhanced Voltage Control of VSC-HVDC-Connected Offshore Wind Farms Based on Model Predictive Control," in IEEE Transactions on Sustainable Energy, vol. 9, no. 1, pp. 474-487, Jan. 2018.

  135. S. Huang, Q. Wu, H. Zhao and C. Li, "Distributed Optimization-Based Dynamic Tariff for Congestion Management in Distribution Networks," in IEEE Transactions on Smart Grid, vol. 10, no. 1, pp. 184-192, Jan. 2019.

  136. H. Zhao, Q. Wu, J. Wang, Z. Liu, M. Shahidehpour and Y. Xue, "Combined Active and Reactive Power Control of Wind Farms Based on Model Predictive Control," in IEEE Transactions on Energy Conversion, vol. 32, no. 3, pp. 1177-1187, Sept. 2017.

  137. H. Zhao, Q. Wu, S. Huang, M. Shahidehpour, Q. Guo and H. Sun, "Fatigue Load Sensitivity-Based Optimal Active Power Dispatch For Wind Farms," in IEEE Transactions on Sustainable Energy, vol. 8, no. 3, pp. 1247-1259, Jul. 2017.

  138. Z. Liu, Q. Wu, S. Huang and H. Zhao, "Transactive energy: A review of state of the art and implementation," 2017 IEEE Manchester PowerTech, Manchester, UK, 2017, pp. 1-6.

  139. H. Zhao, Q. Wu, S. Huang, H. Zhang, Y. Liu and Y. Xue, "Hierarchical Control of Thermostatically Controlled Loads for Primary Frequency Support," in IEEE Transactions on Smart Grid, vol. 9, no. 4, pp. 2986-2998, Jul. 2018.

  140. S. Huang, Q. Wu, L. Cheng, Z. Liu and H. Zhao, "Uncertainty Management of Dynamic Tariff Method for Congestion Management in Distribution Networks," in IEEE Transactions on Power Systems, vol. 31, no. 6, pp. 4340-4347, Nov. 2016.

  141. A. Korompili, Q. Wu and H. Zhao , "Review of VSC HVDC connection for offshore wind power integration," in Renewable and Sustainable Energy Reviews, vol. 59, pp. 1405-1414, Jun. 2016.

  142. S. Huang, Q. Wu, H. Zhao and Z. Liu, "Geometry of power flows and convex-relaxed power flows in distribution networks with high penetration of renewables," in Energy Procedia, vol. 100, pp. 1-7, Sept. 2016.

  143. H. Zhao, Q. Wu, Q. Guo, H. Sun, S. Huang and Y. Xue, "Coordinated Voltage Control of a Wind Farm Based on Model Predictive Control," in IEEE Transactions on Sustainable Energy, vol. 7, no. 4, pp. 1440-1451, Oct. 2016.

  144. H. Zhao, Q. Wu, Q. Guo, H. Sun and Y. Xue, "Optimal active power control of a wind farm equipped with energy storage system based on distributed model predictive control," in IET Generation, Transmission & Distribution, vol. 10, no. 3, pp. 669-677, Feb. 2016.

  145. H. Zhao, Q. Wu, S. Huang and Z. Liu, "Study of demand as frequency controlled reserve in Nordic power system," 2016 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC), Xi'an, 2016, pp. 1180-1184.

  146. Y. Hao, H. Zhao and Q. Wu, "Coordinated control of multi-terminal DC grid for wind power integration," 2016 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC), Xi'an, 2016, pp. 702-706.

  147. Q. Wu, J. Solanas, H. Zhao and L. Kocewiak, "Wind power plant voltage control optimization with embedded application of wind turbines and STATCOM," 2016 Asian Conference on Energy, Power and Transportation Electrification (ACEPT), Singapore, 2016, pp. 1-5.

  148. S. Huang, Q. Wu, J. Wang and H. Zhao, "A Sufficient Condition on Convex Relaxation of AC Optimal Power Flow in Distribution Networks," in IEEE Transactions on Power Systems, vol. 32, no. 2, pp. 1359-1368, Mar. 2017.

  149. S. Huang, Q. Wu, A. Nielsen, H. Zhao and Z. Liu, "Long term incentives for residential customers using dynamic tariff," 2015 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC), Brisbane, QLD, Australia, 2015, pp. 1-5.

  150. H. Zhao, Q. Wu, S. Huang, Q. Guo, H. Sun and Y. Xue, "Optimal siting and sizing of Energy Storage System for power systems with large-scale wind power integration," 2015 IEEE Eindhoven PowerTech, Eindhoven, Netherlands, 2015, pp. 1-6.

  151. S. Huang, Q. Wu, Z. Liu and H. Zhao, "Sensitivity analysis of dynamic tariff method for congestion management in distribution networks," 2015 IEEE Power & Energy Society General Meeting, Denver, CO, 2015, pp. 1-6.

  152. H. Zhao, Q. Wu, Q. Guo, H. Sun and Y. Xue, "Distributed Model Predictive Control of a Wind Farm for Optimal Active Power ControlPart I: Clustering-Based Wind Turbine Model Linearization," in IEEE Transactions on Sustainable Energy, vol. 6, no. 3, pp. 831-839, Jul. 2015.

  153. H. Zhao, Q. Wu, Q. Guo, H. Sun and Y. Xue, "Distributed Model Predictive Control of a Wind Farm for Optimal Active Power Control Part II: Implementation With Clustering-Based Piece-Wise Affine Wind Turbine Model," in IEEE Transactions on Sustainable Energy, vol. 6, no. 3, pp. 840-849, Jul. 2015.

  154. H. Zhao, Q. Wu, S. Hu, H. Xu and C. Rasmussen, "Review of Energy Storage System for Wind Power Integration Support," in Applied energy, vol. 137, pp. 545-553, Jan. 2015.

  155. H. Zhao, Q. Wu, I. Margaris, J. Bech, P. Sorensen and B. Andresen, "Implementation and Validation of IEC Generic Type 1A Wind Turbine Generator Model," in International Transactions on Electrical Energy Systems, vol. 25, no. 9, pp. 1804-1813, Sept;.2015.

  156. H. Zhao, Q. Wu, C. Wang, L. Cheng and C. Rasmussen, "Fuzzy Logic Based Coordinated Control of Battery Energy Storage System and Dispatchable Distributed Generation for Microgrid," in Journal of Modern Power Systems and Clean Energy, vol. 3, no. 3, pp. 422-428, Sept. 2015.

  157. 黄伟煌, 王芸, 赵浩然. 一种新型的永磁直驱风力发电机组控制策略在微网中的应用[J]. 太阳能学报, 2015, 36(01): 61-69.

  158. H. Zhao, Q. Wu, C. Rasmussen and M. Blanke, "L1 Adaptive Speed Control of a Small Wind Energy Conversion System for Maximum Power Point Tracking," in IEEE Transactions on Energy Conversion, vol. 29, no. 3, pp. 576-584, Sept. 2014.

  159. S. Cha, Q. Wu, H. Zhao and C. Wang, "Frequency Control for Island Operation of Bornholm Power System," in Energy Procedia, vol. 61, pp. 1389-1393, May.2014.

  160. H. Zhao, Q. Wu, C. Rasmussen, Q. Guo and H. Sun, "Distributed Model Predictive Control for Active Power Control of Wind Farm," in IEEE PES Innovative Smart Grid Technologies, Europe, Istanbul, Turkey, 2014, pp. 1-6.

  161. H. Zhao, Q. Wu, "Distributed Model Predictive Control for Wind Farm Application," 2014.

  162. H. Zhao, Q. Wu, I. Margaris and P. Sorensen, "Implementation of IEC Generic Model of Type 1 Wind Turbine Generator in DIgSILENT PowerFactory," in Dianli Xitong Zidonghua/Automation of Electric Power Systems, vol. 37, no. 8, pp. 26-33, 2013.

  163. H. Zhao, Q. Wu, P. Sorensen, J. Bech and B. Andresen, "Implementation of draft IEC generic model of Type 1 wind turbine generator in PowerFactory and Simulink," Proceedings of the 12th International Workshop on Large-scale Integration of Wind Power into Power Systems as Well as on Transmission Networks for Offshore Wind Power Plants, London, UK, 2013, pp. 22-24.

  164. S. Cha, H. Zhao, Q. Wu, A. Saleem and J. Ostergaard, "Coordinated control scheme of battery energy storage system (BESS) and distributed generations (DGs) for electric distribution grid operation," IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society, Montreal, QC, Canada, 2012, pp. 4758-4764.

  165. S. Cha, H. Zhao, Q. Wu, J. Ostergaard, T. Nielsen and H. Madsen, "Evaluation of Energy Storage System to Support Danish Island of Bornholm Power Grid," 2012 10th International Power & Energy Conference (IPEC), Ho Chi Minh City, Vietnam, 2012, pp. 242-247.

  166. H. Zhao, S. Cha, C. Rasmussen and Q. Wu, "Cooperative Operation of Battery Energy Storage System and Dispatchable Distributed Generations in Microgrid System," 2012.

  167. S. Cha, Q. Wu, H. Zhao, J. Ostergaard, I. Margaris and P. Sorensen, "Implementation of IEC generic type 1 model using RTDS," 2012.

出版著作

  1. 赵浩然；王鹏，风力发电建模与并网稳定性分析，机械工业出版社，2024
  2. 赵浩然；李冰；许建中；秦世耀；江艺宝；王鹏，风电场精细化建模仿真技术，机械工业出版社，2025

授权专利

  1. 赵浩然；高术宁；桂勇浩；罗嘉；一种双馈风机直接功率控制方法及系统，ZL201811636910.3，2020-10-02
  2. 赵浩然；李冰；一种精细化风能转换系统的实时联合仿真平台及仿真方法，ZL201910749374.6，2021-02-02
  3. 赵浩然；罗嘉；高术宁；韩明哲；基于显式模型预测控制的双馈风机故障穿越方法及系统，ZL201911105778.8，2021-07-06
  4. 吕天光；李竞；孙树敏；杨明；石访；赵浩然；李正烁；于芃；基于集群学习的低碳CSP系统协同优化方法及装置，ZL202111071355.6，2021-12-24
  5. 吕占鳌；赵浩然；风电场风力发电机载荷优化控制方法及系统，ZL202010500123.7，2022-03-18
  6. 刘帅；王小文；赵浩然；孙波；邢兰涛；刘龙成；王瑞琪；机组组合及调度分布式事件触发强化学习优化方法及系统，ZL202210274572.3，2022-05-31
  7. 赵浩然；王梦雪；田航；基于边缘计算的多区域综合能源系统分布式协同优化方法，ZL202110774332.5，2022-06-10
  8. 刘帅；王誉杰；孙波；赵浩然；周飞龙；杨耀帅；一种考虑光热-水势综合储能侧的分布式发电调度方法，ZL202210384407.3，2022-07-26
  9. 周前；汪成根；韩明哲；赵浩然；吕占鳌；侯潇；殷明慧；卜京；适用于长时域风速波动的风电场动态等值建模方法，ZL201810765012.2，2022-09-30
  10. 王俊杰；赵浩然；陈常念；信思笑；一种电热系统的耦合方法、可视化平台及仿真方法，ZL202011641946.8，2023-04-14
  11. 王鹏；赵浩然；罗嘉；高术宁；王金龙；基于全动态阻抗模型的风电并网稳定性判定方法及系统，ZL202110699996X，2023-06-20
  12. 赵浩然；韩明哲；程建东；一种含电力电子开关的电力系统电磁暂态仿真方法及系统，ZL202111068504.3，2023-08-22
  13. 王鹏；赵浩然；罗嘉；王金龙；马悦鑫；基于分段仿射的风电场阻抗确定方法,系统,设备及介质，ZL202310934559.0，2023-11-14
  14. 王鹏；赵浩然；刘天成；王金龙；李少林；贺敬；郭敬梅；一种直驱风电场稳定评估方法、系统、终端及介质，ZL202311552495.4，2024-03-15
  15. 赵浩然；刘泳含；王鹏；罗嘉；李少林；贺敬；袁陈昕炜；一种直驱风电场小信号等值建模方法、系统、终端及介质，ZL202311617946.8，2024-02-27
  16. 赵浩然；王金龙；王鹏；一种逆变器阻抗稳定域量化方法及系统，ZL202310645595.5，2023-05-31
  17. 王鹏；马悦鑫；赵浩然；李少林；贺敬；郭敬梅；罗嘉；王金龙；王士柏；一种基于分段仿射的电压源变流器稳定域构造方法及系统，ZL202311091069.5，2023-08-28
  18. 赵浩然；王金龙；王鹏；一种双馈风电场全动态阻抗模型的构建方法及系统，ZL202311659190.3，2023-12-06
  19. 赵浩然；于佳乐；江艺宝；李冰；孟铃涵；韩明哲；赵长旺；刘泳含；基于双层分网的直驱风电场并行仿真方法、系统、终端及介质，ZL202410382257.1，2024-04-01
  20. 赵浩然；李浩然；钱晓熠；王瑞琪；刘帅；马大中；一种面向风光氢储充综合能源的时空联合运行优化方法，ZL202410022197.2，2024-01-08
  21. 刘春阳；刘航；赵浩然；一种园区综合能源系统非侵入式负荷分解方法及系统，ZL202111326540.5，2024-09-13
  22. 赵浩然；张坤鹏；李冰；一种基于异构型硬件的风电机组实时仿真平台及方法，ZL202211053344.X，2024-09-10
  23. 赵浩然；田航；黄晓莉；李浩然；钱晓熠；王瑞琪；刘帅；基于数据驱动的多能源网络数字孪生实时仿真系统及方法，ZL202310855287.5，2024-05-28
  24. 王鹏；赵浩然；袁陈昕炜；李少林；贺敬；马悦鑫；罗嘉；王金龙；一种风电场稳定区域和稳定裕度在线评估方法及评估终端，ZL202311225675.1，2024-09-21
  25. 刘帅；李恩杰；周飞龙；华友情；徐昊天；赵浩然；杨耀帅；针对区域多能互补能源系统的多目标优化调度方法及装置，ZL202311531444.3，2024-04-09
  26. 赵浩然；田航；钱晓熠；李浩然；黄晓莉；王瑞琪；刘帅；基于数据驱动二次近似方法的最优潮流计算方法及系统，ZL202311746781.4，2024-09-10
  27. 刘帅；杜瑞琦；王小文；徐昊天；刘龙成；赵浩然；华友情；吴颖颖；基于深度强化学习的环境友好型微网优化调度方法及系统，ZL202410171476.5，2024-02-07
  28. 赵浩然；孟铃涵；江艺宝；李冰；于佳乐；刘泳含；娄载庚；风电场分群尾流优化方法及系统，ZL202410391204.6，2024-06-25
  29. 赵浩然；赵长旺；李冰；江艺宝；于佳乐；渠悦意；一种电磁与机电实时混合仿真方法及装置，ZL202410619739.4，2024-09-03
  30. 赵浩然；袁陈昕炜；王鹏；刘天成；王昊飞；一种PMSG阻抗参数自动辨识方法，ZL202410704026.8，2024-09-03
  31. 赵浩然；孟铃涵；江艺宝；李冰；于佳乐；刘泳含；娄载庚；一种基于模型预测控制与流场降阶的风电场尾流恢复优化方法，ZL202410774211.4，2024-10-11
  32. 赵浩然；王梦雪；刘春阳；黄晓莉；杜雨欣；王瑞琪；基于能量流响应叠加的综合能源调度方法及系统，ZL202411140828.7，2024-11-19
  33. 王鹏；刘泳含；赵浩然；罗嘉；李少林；贺敬；袁陈昕炜；孟铃涵；于佳乐；一种基于事件数据驱动的风电场阻抗获取方法，ZL202410757601.0，2024-09-03
  34. 赵浩然；杜雨欣；王梦雪；刘帅；杨福涛；需求响应机制优化方法、系统、电子设备及存储介质，ZL202411140825.3，2025-02-07
  35. 赵浩然；刘银桥；田航；王瑞琪；马大中；胡俊杰；刘帅；一种供热网络半解析建模仿真方法及系统，ZL202411161671.6，2025-03-14
  36. 王鹏；刘天成；赵浩然；全动态直驱风电机组阻抗建模方法及系统，ZL202411586314.4，2025-03-25
  37. 赵浩然；娄载庚；李冰；孟铃涵；一种风电场的有功减载优化控制方法、系统、设备和存储介质，ZL202411963115.0，2025-07-08
  38. 赵浩然；王金龙；王鹏；基于VM-DPC的双馈风机阻抗建模方法、系统及介质，ZL202510369622.X，2025-07-08
  39. 赵浩然；于振宇；江艺宝；娄载庚；赵长旺；刘银桥；渠悦意；一种基于粒子群优化算法的风电场尾流优化方法，ZL202510413052.X，2025-07-08
  40. 江艺宝；于振宇；赵浩然；娄载庚；赵长旺；刘银桥；渠悦意；郑琼娜；一种多能耦合归一化模型构建方法、系统及介质，ZL202510436302.1，2025-08-22
  41. 赵浩然；娄载庚；李冰；赵长旺；孟铃涵；于振宇；一种基于双重输入凸神经网络的风电场有功减载优化方法，ZL202510570229.7，2025-07-08
  42. 赵浩然；杜雨欣；王梦雪；刘帅；王瑞琪；黄晓莉；一种综合能源系统集成式动态仿真方法、系统、设备及介质，ZL202510525729.9，2025-08-22
  43. 赵浩然；赵长旺；李冰；一种风电机组精细化接口仿真方法、装置、终端及介质，ZL202510621766.X，2025-08-22
  44. 赵浩然；刘银桥；田航；王瑞琪；江艺宝；刘帅；马大中；杜雨欣；一种区域供热网络动态仿真方法、系统、终端及介质，ZL202510786945.9，2025-08-22
  45. 刘帅；赵凯；梁利梅；王小文；华友情；杜瑞琦；徐昊天；赵浩然；基于深度强化学习的综合能源系统规划优化方法及系统，ZL202510031215.8，2025-05-02
  46. 赵浩然；渠悦意；江艺宝；赵长旺；一种风储联合系统的调频方法、系统、终端及存储介质，ZL202410750696.3，2024-09-03
  47. 刘帅；赵凯；梁利梅；王小文；华友情；杜瑞琦；徐昊天；赵浩然；基于深度强化学习的综合能源系统规划优化方法及系统，ZL202510031215.8，2024-05-02
  48. 刘帅；王光安；徐娟娟；朱铭；付功迪；赵浩然；基于电压约束的微电网分布式二次电压控制方法及系统，ZL202410750696.3，2024-09-19
  49. 赵浩然；袁陈昕炜；王鹏；王金龙；一种阻抗/导纳测量误差的评估方法及系统，ZL20210764204.0，2024-09-05
  50. 赵浩然；娄载庚；李冰；赵长旺；孟铃涵；于振宇；基于数据机理混合建模的风电场疲劳抑制有功控制方法，ZL202510534273.2，2025-10-10
  51. 赵浩然；杜雨欣；江艺宝；王梦雪；刘银桥；需求响应模型的系数矩阵拟合方法、系统、设备及介质，ZL202510616702.0，2025-10-10
  52. 赵浩然；江艺宝；渠悦意；赵浩然；赵长旺；于振宇；基于参数整定与自适应优化的风储联合系统调频方法、系统、设备及介质，ZL202510584968.1，2025-10-10
  53. 王鹏；袁陈昕炜；赵浩然；罗嘉；一种阻抗/导纳理论误差的评估方法及系统，ZL202510712681.2，2024-09-05
  54. 江艺宝；渠悦意；赵浩然；王泽瑜；一种多维度风储联合系统调频能力评估方法、系统、设备及介质，ZL202510976278.0，2025-10-10
  55. 赵浩然；赵长旺；李冰；檀璐薇；一种基于小步合成的电磁暂态仿真解耦方法、系统及介质，ZL202511036873.2，2025-11-14
  56. 江艺宝；赵浩然；渠悦意；贺敬；苗伟威；王士柏；程艳；周光奇；刘奕元；王楠；于芃；关逸飞；刘军；袁帅；王玥娇；风储系统自适应调频的有功调节功率量化评估方法及装置，ZL202411929222.1，2025-12-26
  57. 赵浩然；王金龙；王鹏；刘天成；双馈风机的控制策略对比分析方法、系统、终端及介质，ZL202510479042.6，2025-12-23
  58. 王鹏；袁陈昕炜；赵浩然；吴盛军；王大江；一种构网型直驱风机扭振预测方法、装置、设备及存储介质，ZL202411954674.5，2025-12-26

登记软著

  1. 赵浩然；朱天一；王雅慧；DIgSILLENT PowerFactory-Matpower双向数据转换软件，2021-01-06
  2. 赵浩然；王俊杰；综合能源仿真系统，2021-02-24
  3. 赵浩然；王立宁；李冰；风电场实时仿真器仿真软件，2021-04-22
  4. 赵浩然；王梦雪；田航；PSASP向PowerFactory转换软件，2022-03-18
  5. 赵浩然；赵轩辉；李冰；张坤鹏；数字风电场仿真软件，2022-08-15
  6. 赵浩然；钱晓熠；刘帅；李浩然；田航；刘银桥；电热气综合能源系统的多时间尺度云边协同调度软件V1.0，2024-03-01
  7. 赵浩然；黄晓莉；李浩然；王瑞琪；王梦雪；杜雨欣；吕宛；基于广义熵的综合能源系统能流碳流实时仿真分析软件V1.0，2024-02-08
  8. 山东大学；大型深远海风电场柔直并网运行控制虚拟仿真实验软件V1.0，2024-02-21

学术获奖

  1. 获2025年中国仿真学会科学技术奖创新技术一等奖1项（大规模风电场气-弹-机-电多尺度混合建模与实时仿真关键技术及应用）
  2. 获2025年中国可再生能源学会科学技术奖技术创新一等奖1项（工业园区综合能源系统低碳高效运行关键技术及应用）
  3. 获2025年中国自动化学会科学技术进步二等奖1项（面向安全、高效、低碳的综合能源分布式优化与调控关键技术）
  4. 获2025年日内瓦发明展金奖1项（基于电力大数据的新型风光发电功率预测系统）
  5. 获2022年日内瓦发明展银奖2项（风电机组数字孪生、风电场数字孪生）
  6. 获2022年中国仪器仪表学会技术发明三等奖1项(综合能源系统优化运行关键技术及应用)
  7. 获2021年中国电力科学技术进步三等奖1项、广东电力科技技术一等奖1项（火电厂储能辅助调频系统并网关键技术研究与规模化应用）

竞赛获奖

  1. 获“兆易创新杯”第十八届中国研究生电子设计竞赛全国总决赛一等奖、最佳路演讲、最具投资价值奖、优秀指导教师奖（风电场精细化实时仿真平台）
  2. 获“兆易创新杯”第十八届中国研究生电子设计竞赛华北分区赛团队二等奖（综合能源系统精细化建模仿真工具箱）
  3. 获“兆易创新杯”第十七届中国研究生电子设计竞赛奖商业计划书专项赛初赛一等奖（PSASP至PowerFactory模型转换器的设计开发）
  4. 获“兆易创新杯”第十七届中国研究生电子设计竞赛奖华为企业命题一等奖（基于子空间管理的超带宽室内定位系统）
  5. 获第四届高校电气电子工程创新大赛全国赛二等奖、优秀指导教师奖、优秀组织奖（基于云-边-端协同的综合能源精细化仿真及管控平台）
  6. 获第二届高校电气电子工程创新大赛全国赛二等奖、优秀指导教师奖（综合能源精细化建模仿真工具箱）
  7. 获十二届中国研究生能源装备创新设计大赛全国赛三等奖（基于异构架构的风电场全景式高保真硬件在环验证平台）
  8. 获2025年“建行杯”山东省大学生创新大赛山东省银奖（“风数智控”系统--面向发电效率优化的风电场数字李生AI控制平台）
  9. 获2024年“建行杯”山东省大学生创新大赛山东省金奖（风行智电-大规模风电场智慧控制引领者）
  10. 获第九届山东省互联网+大学生创新创业大赛山东省银奖（减碳先“风”——大规模风电场高精度实时仿真系统先行者）
  11. 获2024年第十届中国研究生智慧城市技术与创意设计大赛三等奖（数字乡村-分散式风储数字化管理系统）
  12. 获2024年第十届中国研究生智慧城市技术与创意设计大赛三等奖（城市综合能源系统低碳建模管控平台）
  13. 获“cleer杯”第一届中国研究生 双碳“创新与创意大赛三等奖（风电场精细化数字孪生实时仿真平台）
  14. 获第二十届中国研究生电子设计竞赛东北分赛区二等奖（风电机组精细化实时仿真平台）
  15. 获第十一届中国研究生智慧城市技术与创意设计大赛二等奖（绿动风城——面向城郊风储设备的数字孪生管控系统）