系所與團(tuán)隊(duì)：

電力系統(tǒng)研究所

學(xué)術(shù)身份：

趙浩然，現(xiàn)為國(guó)家特聘教授（2017年入選），博士生導(dǎo)師，齊魯青年學(xué)者（2016年入選），國(guó)家科技重大專項(xiàng)首席科學(xué)家（2025.06起），山東大學(xué)電氣工程學(xué)院副院長(zhǎng)（2022.01起），沈陽(yáng)理工大學(xué)校長(zhǎng)助理（掛職，中組部選派服務(wù)東北，2025.03起）。2001-2014年分別于山東大學(xué)、柏林工業(yè)大學(xué)、丹麥科技大學(xué)獲得學(xué)士、碩士和博士學(xué)位。獲2014年國(guó)家優(yōu)秀留學(xué)生獎(jiǎng)學(xué)金。曾先后供職于國(guó)網(wǎng)山東電力公司、德國(guó)Younicos AG、德國(guó)DIgSILENT公司以及丹麥科技大學(xué)電力能源中心。2017年10月全職加盟山東大學(xué)電氣工程學(xué)院。2019-2020兼任山東大學(xué)龍山校區(qū)（創(chuàng)新港）建設(shè)辦公室副主任。

學(xué)術(shù)兼職方面，目前為山東省能源研究會(huì)副理事長(zhǎng)、IEEE高級(jí)會(huì)員、中國(guó)電機(jī)工程學(xué)會(huì)高級(jí)會(huì)員、教育部高等教育教學(xué)評(píng)估專家。CIGRE工作組C6.C1.33（綜合能源系統(tǒng)）工作組成員、CIGRE C4.56 （大規(guī)模電力電子接入的大電網(wǎng)電磁暫態(tài)仿真模型）工作組成員、IEC SC 8A工作組專家、電機(jī)工程學(xué)會(huì)配電網(wǎng)控制運(yùn)行專委會(huì)委員、電機(jī)工程學(xué)會(huì)能源互聯(lián)網(wǎng)專委會(huì)委員、電工技術(shù)學(xué)會(huì)人工智能與電氣應(yīng)用專委會(huì)委員、仿真學(xué)會(huì)綜合能源數(shù)字孿生專委會(huì)委員、可再生能源學(xué)會(huì)綜合能源專委會(huì)委員。入選全球前2%頂尖科學(xué)家年度影響力排行榜。

期刊兼職方面，目前擔(dān)任IET Journal of Engineering期刊副主編、 IEEE Trans. Sustainable Energy、IEEE Power Engineering Letters、IET Renewable Power Generation、Journal of Modern Power Systems and Clean Energy期刊編委、電力保護(hù)與控制青年編委，受邀擔(dān)任IEEE Trans. Energy Conversion、IEEE Journal of Emerging and Selected Topics in Power Electronics 期刊特刊編委，International Journal of Electrical Power & Energy Systems 期刊特刊主編。

長(zhǎng)期從事新能源電力系統(tǒng)建模仿真、風(fēng)電并網(wǎng)穩(wěn)定性分析、綜合能源低碳優(yōu)化調(diào)度的研究工作，取得了一系列的原創(chuàng)性成果。獲Applied Energy 2018年度最佳論文獎(jiǎng)。多次在國(guó)際會(huì)議、研討會(huì)上做特邀報(bào)告。主持和參與了國(guó)家重點(diǎn)研發(fā)計(jì)劃課題、歐盟與北歐能源項(xiàng)目多項(xiàng)、電力系統(tǒng)軟件產(chǎn)品開(kāi)發(fā)和歐盟發(fā)明專利多項(xiàng)。獲2025年中國(guó)仿真學(xué)會(huì)創(chuàng)新技術(shù)一等獎(jiǎng)（大規(guī)模風(fēng)電場(chǎng)氣-彈-機(jī)-電多尺度混合建模與實(shí)時(shí)仿真關(guān)鍵技術(shù)及應(yīng)用）、日內(nèi)瓦發(fā)明展會(huì)金獎(jiǎng)(基于電力大數(shù)據(jù)的新型風(fēng)光發(fā)電功率預(yù)測(cè)系統(tǒng))；獲2022年中國(guó)儀器儀表學(xué)會(huì)技術(shù)發(fā)明三等獎(jiǎng)(綜合能源系統(tǒng)優(yōu)化運(yùn)行關(guān)鍵技術(shù)及應(yīng)用)、日內(nèi)瓦發(fā)明展會(huì)銀獎(jiǎng)2項(xiàng)(風(fēng)電機(jī)組數(shù)字孿生、風(fēng)電場(chǎng)數(shù)字孿生)；獲2021年中國(guó)電力科學(xué)技術(shù)進(jìn)步三等獎(jiǎng)、廣東電力科技進(jìn)步一等獎(jiǎng)；獲山東大學(xué)2023年校級(jí)教學(xué)成果獎(jiǎng)一等獎(jiǎng)(面向國(guó)家“雙碳”戰(zhàn)略需求的電氣工程創(chuàng)新人才培養(yǎng)體系探索與實(shí)踐)；獲山東省2023年度省重點(diǎn)教改項(xiàng)目資助（基于專業(yè)-課程貫通式知識(shí)圖譜的新型電力系統(tǒng)復(fù)合人才培養(yǎng)體系建設(shè)）。

主要工作經(jīng)歷：

2005-2007 國(guó)家電網(wǎng)濟(jì)南供電公司工程師

2009年間 德國(guó)Younicos AG 兼職工程師

2010-2011 德國(guó)DIgSILENT GmbH 項(xiàng)目工程師

2017-至今 山東大學(xué)電氣工程學(xué)院 教授（2019-2020，兼任山東大學(xué)龍山校區(qū)建設(shè)辦公室副主任）

2022-至今 山東大學(xué)電氣工程學(xué)院 副院長(zhǎng)

2025-至今 沈陽(yáng)理工大學(xué) 校長(zhǎng)助理（掛職，中組部選派服務(wù)東北）

研究方向：

新能源電力系統(tǒng)建模仿真、風(fēng)電并網(wǎng)穩(wěn)定性分析、綜合能源低碳優(yōu)化調(diào)度

學(xué)術(shù)著作：

[1] 趙浩然；王鵬，風(fēng)力發(fā)電建模與并網(wǎng)穩(wěn)定性分析，機(jī)械工業(yè)出版社，2024.11

[2] 趙浩然；李冰；許建中；秦世耀；江藝寶；王鵬，風(fēng)電場(chǎng)精細(xì)化建模仿真技術(shù)，機(jī)械工業(yè)出版社，2025

[3] 趙浩然；劉春陽(yáng)；江藝寶；王瑞琪，綜合能源系統(tǒng)低碳智能調(diào)控技術(shù)，科學(xué)出版社，2025

[4] 趙浩然；王鵬；遲永寧，新能源電力系統(tǒng)建模與控制—基于DIgSILENT PowerFactory算例，中國(guó)電力出版社，2025

[5] 趙浩然；何東欣；贠志皓；李紅偉；宮金林，基于知識(shí)圖譜的電氣工程人才培養(yǎng)探索，中國(guó)電力出版社，2025

[6] Y. Zhou, Y. Jiang, H. Zhao, "A Fitting-Based Modeling Method of TCLs for Power System Demand Response," The 10th International Conference on Power and Renewable Energy (ICPRE 2025), (in press).

[7] 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, doi: 10.1109/TPWRS.2025.3600251.

[8] 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.

[9] J. Lv, T. Liu, P. Wang, et al., "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).

[10] 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, doi: 10.1109/TII.2025.3586066.

[11] 梁文興, 榮繁華, 陳常念, 楊金文, 葛藝, 趙浩然, 等, "新型太陽(yáng)能驅(qū)動(dòng)的發(fā)電及制氫的綜合能源系統(tǒng)設(shè)計(jì)與優(yōu)化," 中國(guó)電機(jī)工程學(xué)報(bào), pp. 1-12, 2025. [Online]. Available: https://doi.org/10.13334/j.0258-8013.pcsee.250618

[12] J. Luo, H. Zhao, P. Wang, et al., "Enhanced Low-Voltage Ride-Through Capability of DFIG by Explicit Model Predict Control Based Decoupled Virtual Impedance," IET Renewable Power Generation, (in press).

[13] J. Luo, P. Wang, H. Zhao, et al., "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, 2025.

[14] J. Luo, P. Wang, H. Zhao, et al., "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, 2025.

[15] 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.

[16] 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, 2024.

[17] 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.

[18] Q. Zheng et al., "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.

[19] 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.

[20] 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, doi: 10.1109/TEC.2025.3566511.

[21] 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.

[22] 李冰, 趙浩然, 江藝寶, 等, "風(fēng)電場(chǎng)全過(guò)程耦合精細(xì)化建模及其高效并行仿真算法," 電力系統(tǒng)自動(dòng)化, pp. 1-13, 2025. [Online]. Available: https://link.cnki.net/urlid/32.1180.TP.20250625.1018.002

[23] 李冰, 趙浩然, 江藝寶, 等, "基于異構(gòu)計(jì)算的大規(guī)模風(fēng)電場(chǎng)精細(xì)化高效仿真技術(shù)," 電力系統(tǒng)自動(dòng)化, pp. 1-14, 2025. [Online]. Available: https://link.cnki.net/urlid/32.1180.TP.20250610.2044.008

[24] 劉銀橋, 趙浩然, 李筱濛, 等, "基于時(shí)-空二維冪級(jí)數(shù)嵌入的供熱網(wǎng)絡(luò)半解析建模仿真研究," 電工電能新技術(shù), vol. 44, no. 07, pp. 81-89, 2025.

[25] 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.

[26] J. He et al., "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.

[27] 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.

[28] 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, 2025.

[29] 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.

[30] 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.

[31] 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.

[32] 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.

[33] 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, 2024.

[34] 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. 2024, pp. 132786.

[35] 詹兆康, 胡旭光, 趙浩然, 等, "基于多變量時(shí)空融合網(wǎng)絡(luò)的風(fēng)機(jī)數(shù)據(jù)缺失值插補(bǔ)研究," 自動(dòng)化學(xué)報(bào), vol. 50, no. 06, pp. 1171-1184, 2024. DOI:10.16383/j.aas.c230534

[36] 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.

[37] 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.

[38] 趙浩然, 孟鈴涵, 江藝寶, 等, "面向新型電力系統(tǒng)的實(shí)時(shí)仿真平臺(tái)綜述與展望," 高電壓技術(shù), pp. 1-16, 2024. [Online]. Available: https://doi.org/10.13336/j.1003-6520.hve.20231802

[39] 江藝寶, 于佳樂(lè), 趙浩然, 等, "新型電力系統(tǒng)電磁暫態(tài)并行仿真關(guān)鍵技術(shù)及展望," 高電壓技術(shù), vol. 50, no. 07, pp. 3145-3160, 2024. DOI:10.13336/j.1003-6520.hve.20231798

[40] 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, July 2024.

[41] Y. Du, H. Zhao, X. Huang, et al., "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.

[42] Y. Liu, H. Zhao, H. Li, et al., "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), IEEE, 2023, pp. 988-993.

[43] Y. Liu, J. Guo, P. Wang, et al., "Research and Development of BPA-DIgSILENT Power Grid Model Conversion Software," 2023 8th International Conference on Power and Renewable Energy (ICPRE), IEEE, 2023, pp. 684-688.

[44] 趙長(zhǎng)旺, 趙浩然, 江藝寶, "基于CPU-FPGA的風(fēng)電機(jī)組實(shí)時(shí)仿真器的開(kāi)發(fā)（英文）," in 第三十五屆中國(guó)仿真大會(huì)論文集, 2023. DOI:10.26914/c.cnkihy.2023.077842

[45] Y. Yu, L. Wang, P. Wang, H. Zhao, et al., "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), IEEE, 2023, pp. 300-306.

[46] Y. Liu, J. Guo, P. Wang, H. Zhao, et al., "Research and Development of BPA-DIgSILENT Power Grid Model Conversion Software," 2023 8th International Conference on Power and Renewable Energy (ICPRE), IEEE, 2023, pp. 684-688.

[47] X. Qi, J. Chen, H. Zhao, et al., "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, IEEE, 2023, pp. 1-6.

[48] P. Wang, Y. Ma, 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, 2024.

[49] B. Li, H. Zhao, Y. Jiang, et al., "Real-Time Simulation for Detailed Wind Turbine Model Based on Heterogeneous Computing," in International Journal of Electrical Power & Energy Systems, vol. 155, pp. 109486, 2024.

[50] 王夢(mèng)雪, 趙浩然, 劉春陽(yáng), 馬后震, "基于疊加原理的綜合能源系統(tǒng)動(dòng)態(tài)潮流追蹤及碳熵分析," 電力系統(tǒng)自動(dòng)化, pp. 1-18, [2023-11-26].http://kns.cnki.net/kcms/detail/32.1180.TP.20230328.0903.002.html

[51] M. Wang, H. Zhao, C. Liu, et al., "Analytical Dynamic Energy-Carbon Flow Model and Application in Cost Allocation for Integrated Energy Systems," in IEEE Transactions on Smart Grid, 2023.

[52] 馬悅鑫, 王鵬, 趙浩然, 賀敬, 等, "基于分段仿射阻抗模型的電壓源變流器小擾動(dòng)穩(wěn)定域在線構(gòu)造," 中國(guó)電機(jī)工程學(xué)報(bào), 2023.

[53] X. Huang, H. Tian, H. Zhao, et al., "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, 2023.

[54] H. Ma, C. Liu*, H. Zhao, et al., "A novel analytical unified energy flow calculation method for integrated energy systems based on holomorphic embedding," in Applied Energy, vol. 344, pp. 121163, 2023.

[55] H. Tian, H. Zhao*, H. Li, et al., "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, 2023.

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

[57] W. Hu, A. Anvari-Moghaddam, L. Xiong, H. Zhao, et al., "Planning and operation of hybrid renewable energy systems, Volume II," in Frontiers in Energy Research, vol. 11, pp. 1212394, 2023.

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

[59] H. Tian, H. Zhao*, H. Li, et al., "Interval-probabilistic Electricity-heat-gas Flow Calculation by Dual-level Surrogate Structure," in IEEE Transactions on Smart Grid, 2023.

[60] H. Liu, C. Liu, H. Zhao, et al., "Non-intrusive Load Monitoring Method for Multi-Energy Coupling Appliances Considering Spatio-Temporal Coupling," in IEEE Transactions on Smart Grid, 2023.

[61] X. Qian, H. Zhao, H. Li, et al., "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), IEEE, 2023, pp. 1-6.

[62] H. Li, W. Lv, H. Zhao, et al., "A village integrated energy system operating in electricity market and hydrogen market," 2022 First International Conference on Cyber-Energy Systems and Intelligent Energy (ICCSIE), IEEE, 2023, pp. 1-6.

[63] S. Xin, H. Zhao, H. Li, et al., "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), IEEE, 2023, pp. 1-6.

[64] H. Ma, C. Liu, H. Zhao, et al., "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), IEEE, 2023, pp. 1-5.

[65] J. Wang, H. Zhao, Y. Jiang, et al., "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), IEEE, 2023, pp. 1-5.

[66] Z. Cui, J. Chen, 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), IEEE, 2023, pp. 1-4.

[67] Y. Zhang, J. Chen, H. Zhao, et al., "Coordinated voltage control of active distribution networks with photovoltaic and power to hydrogen," in IET Energy Systems Integration, 2023.

[68] 劉航, 劉春陽(yáng), 趙浩然, 等, "基于深度學(xué)習(xí)的公共樓宇電-氣負(fù)荷非侵入式分解," 電網(wǎng)技術(shù), vol. 47, no. 03, pp. 1188-1197, 2023. DOI:10.13335/j.1000-3673.pst.2022.1222

[69] 王夢(mèng)雪, 趙浩然, 劉春陽(yáng), 等, "基于碳熵指標(biāo)的電-熱互聯(lián)綜合能源系統(tǒng)碳軌跡追蹤方法," 電力系統(tǒng)自動(dòng)化, vol. 47, no. 09, pp. 13-22, 2023.

[70] Z. Du, J. Chen, H. Zhao, et al., "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, 2023.

[71] 王俊杰, 劉春陽(yáng), 陳常念, 趙浩然, 等, "基于熵指標(biāo)的熱能傳輸動(dòng)態(tài)特性建模與仿真分析," 中國(guó)電機(jī)工程學(xué)報(bào), vol. 43, no. 13, pp. 5066-5078, 2023. DOI:10.13334/j.0258-8013.pcsee.220452

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

[73] F. Bian, S. You, H. Zhao, et al., "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, 2022.

[74] 卞飛宇, 陳常念, 趙浩然, 等, "太陽(yáng)能驅(qū)動(dòng)的氫-冷-熱-電綜合能源系統(tǒng)性能分析," 供用電, vol. 39, no. 01, pp. 17-23, 2022. DOI:10.19421/j.cnki.1006-6357.2022.01.003

[75] 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.

[76] Z. Cui, J. Chen, C. Liu, 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, 2022.

[77] 王金龍, 趙浩然, 王鵬, 等, "基于阻抗法的并網(wǎng)逆變器小信號(hào)穩(wěn)定功率極限分析與提高," 電力系統(tǒng)保護(hù)與控制, vol. 50, no. 18, pp. 18-28, 2022. DOI:10.19783/j.cnki.pspc.211570

[78] 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, March 2023.

[79] C. Chen, J. Wang, H. Zhao, et al., "Entropy Flow Analysis of Thermal Transmission Process in Integrated Energy System Part I: Theoretical Approach Study," in Processes, vol. 10, no. 9, pp. 1717, 2022.

[80] C. Chen, J. Wang, H. Zhao, et al., "Entropy Flow Analysis of Thermal Transmission Process in Integrated Energy System Part II: Comparative Case Study," in Processes, vol. 10, no. 9, pp. 1719, 2022.

[81] C. Chen, H. Zhao, C. Liu, et al., "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, 2022.

[82] 程建東, 趙浩然, 韓明哲, "市場(chǎng)機(jī)制下推動(dòng)風(fēng)電參與電力市場(chǎng)的實(shí)踐總結(jié)與啟示," 電網(wǎng)技術(shù), vol. 46, no. 07, pp. 2619-2631, 2022. DOI:10.13335/j.1000-3673.pst.2021.2224

[83] F. Li, J. Zhu, L. Yu, S. Bu, H. Zhao, et al., "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.

[84] 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.

[85] M. Wang, H. Zhao, H. Tian, et al., "Distributed Collaborative Optimization of a Multi-Region Integrated Energy System Based on Edge Computing Unit," Frontiers in Energy Research, vol. 10, pp. 846006, 2022.

[86] W. Hu, A. Anvari-Moghaddam, H. Zhao, et al., "Planning and Operation of Hybrid Renewable Energy Systems," in Frontiers in Energy Research, vol. 10, pp. 945794, 2022.

[87] 馬釗, 張恒旭, 趙浩然, 等, "雙碳目標(biāo)下配用電系統(tǒng)的新使命和新挑戰(zhàn)," 中國(guó)電機(jī)工程學(xué)報(bào), vol. 42, no. 19, pp. 6931-6945, 2022. DOI:10.13334/j.0258-8013.pcsee.213091

[88] 劉俊偉, 劉春陽(yáng), 趙浩然, 等, "基于知識(shí)引導(dǎo)深度神經(jīng)網(wǎng)絡(luò)的電-熱綜合能源系統(tǒng)狀態(tài)估計(jì)," 電網(wǎng)技術(shù), vol. 46, no. 11, pp. 4288-4300, 2022. DOI:10.13335/j.1000-3673.pst.2022.0225

[89] H. Tian, H. Zhao, C. Liu, et al., "Iterative linearization approach for optimal scheduling of multi-regional integrated energy system," in Frontiers in Energy Research, vol. 10, pp. 208, 2022.

[90] H. Tian, H. Zhao, C. Liu, et al., "A dual-driven linear modeling approach for multiple energy flow calculation in electricity--heat system," in Applied Energy, vol. 314, pp. 118872, 2022.

[91] 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.

[92] 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.

[93] 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.

[94] 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.

[95] 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.

[96] 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, April 2022.

[97] 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.

[98] 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.

[99] 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.

[100] 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.

[101] 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.

[102] 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.

[103] 羅嘉, 趙浩然, 高術(shù)寧, 等, "基于顯式模型預(yù)測(cè)控制和改進(jìn)虛擬阻抗的雙饋風(fēng)機(jī)低電壓穿越策略," 電網(wǎng)技術(shù), vol. 45, no. 05, pp. 1716-1723, 2021. DOI:10.13335/j.1000-3673.pst.2020.2085

[104] 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.

[105] H. Zhao, Z. Lin, Q. Wu, et al., "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, 2022.

[106] C. Kim, Y. Gui, H. Zhao, et al., "Coordinated LVRT control for a permanent magnet synchronous generator wind turbine with energy storage system," in Applied Sciences, vol. 10, no. 9, pp. 3085, 2020.

[107] 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.

[108] 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.

[109] 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, June 2021.

[110] 陳健, 林咨良, 趙浩然, 等, "考慮信息耦合的電--氣綜合能源系統(tǒng)韌性優(yōu)化方法," 中國(guó)電機(jī)工程學(xué)報(bào), vol. 40, no. 21, pp. 6854-6864, 2020. DOI:10.13334/j.0258-8013.pcsee.200440

[111] 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, April 2021.

[112] 王夢(mèng)雪, 趙浩然, 田航, 等, "典型綜合能源系統(tǒng)仿真與規(guī)劃平臺(tái)綜述," 電網(wǎng)技術(shù), vol. 44, no. 12, pp. 4702-4712, 2020. DOI:10.13335/j.1000-3673.pst.2020.0078a

[113] 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. 1416-120.

[114] 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.

[115] J. Luo, H. Zhao, S. Gao, et al., "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, 2020.

[116] B. Li, H. Zhao, S. Gao, et al., "Digital real-time co-simulation platform of refined wind energy conversion system," in International Journal of Electrical Power & Energy Systems, vol. 117, pp. 105676, 2020.

[117] B. Li, H. Zhao, J. Diao, et al., "Design of real-time co-simulation platform for wind energy conversion system," in Energy Reports, vol. 6, pp. 403-409, 2020.

[118] 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.

[119] 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.

[120] 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.

[121] 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.

[122] 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.

[123] 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.

[124] 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.

[125] Y. Guo, H. Gao, Q. Wu, H. Zhao, et al., "Coordinated voltage control scheme for VSC‐HVDC connected wind power plants," in IET Renewable Power Generation, vol. 12, no. 2, pp. 198-206, 2018.

[126] C. Wang, Q. Zhou, M. Han, Z. Lv, X. Hou, H. Zhao, et al., "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)

[127] C. Wang, Q. Zhou, S. Gao, J. Luo, J. Diao, H. Zhao, et al., "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)

[128] Y. Guo, H. Gao, Q. Wu, H. Zhao, et al., "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, 2017.

[129] 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.

[130] 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.

[131] 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, July 2017.

[132] 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.

[133] 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, July 2018.

[134] 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.

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

[136] S. Huang, Q. Wu, H. Zhao, et al., "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, 2016.

[137] 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.

[138] H. Zhao, Q. Wu, Q. Guo, et al., "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, 2016.

[139] 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.

[140] 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.

[141] Q. Wu, J. I. B. Solanas, H. Zhao and ?. H. 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.

[142] 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, March 2017.

[143] S. Huang, Q. Wu, A. H. 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.

[144] 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.

[145] 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.

[146] 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, July 2015.

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

[148] H. Zhao, Q. Wu, S. Hu, et al., "Review of energy storage system for wind power integration support," in Applied energy, vol. 137, pp. 545-553, 2015.

[149] H. Zhao, Q. Wu, I. Margaris, et al., "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, 2015.

[150] H. Zhao, Q. Wu, C. Wang, L. Cheng and C. N. 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, September 2015.

[151] 黃偉煌, 王蕓, 趙浩然, "一種新型的永磁直驅(qū)風(fēng)力發(fā)電機(jī)組控制策略在微網(wǎng)中的應(yīng)用," 太陽(yáng)能學(xué)報(bào), vol. 36, no. 01, pp. 61-69, 2015.

[152] H. Zhao, Q. Wu, C. N. 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.

[153] S. T. Cha, Q. Wu, H. Zhao, et al., "Frequency control for island operation of Bornholm power system," in Energy Procedia, vol. 61, pp. 1389-1393, 2014.

[154] H. Zhao, Q. Wu, C. N. Rasmussen, Q. Guo and H. Sun, "Distributed model predictive control for active power control of wind farm," IEEE PES Innovative Smart Grid Technologies, Europe, Istanbul, Turkey, 2014, pp. 1-6.

[155] H. Zhao, Q. Wu, "Distributed Model Predictive Control for Wind Farm Application," in International Conference on Wind energy Grid-Adaptive Technologies (WeGAT), Jeju, Korea, 2014.

[156] H. Zhao, Q. Wu, I. Margaris, et al., "Implementation of IEC Generic Model of Type 1 Wind Turbine Generator in DIgSILENT PowerFactory," in Automation of Electric Power Systems, vol. 37, no. 8, pp. 26-33, 2013.

[157] H. Zhao, Q. Wu, P. E. S?rensen, et al., "Implementation of draft IEC generic model of Type 1 wind turbine generator in PowerFactory and Simulink," in 12th international workshop on large-scale integration of wind power into power systems as well as on transmission networks for offshore wind power plants, 2013.

[158] S. T. Cha, H. Zhao*, Q. Wu, A. Saleem and J.?stergaard, "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.

[159] S. T. Cha, H. Zhao*, Q. Wu, J.?stergaard, T. S. 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.

[160] H. Zhao, S. T. Cha, C. N. Rasmussen, et al., "Cooperative Operation of Battery Energy Storage System and Dispatchable Distributed Generations in Microgrid System," in International Conference on Wind energy Grid-Adaptive Technologies, 2012.

[161] S. T. Cha, Q. Wu, H. Zhao, et al., "Implementation of IEC generic type 1 model using RTDS,"

主要科研項(xiàng)目：

[1] 海外高層次人才專項(xiàng)基金，主持。

[2] 國(guó)家科技重大專項(xiàng)項(xiàng)目：省域電力系統(tǒng)碳排放溯源關(guān)鍵技術(shù)，主持。

[3] 國(guó)家重點(diǎn)研發(fā)計(jì)劃課題：信息能源耦合節(jié)點(diǎn)能量一致標(biāo)度及其自適應(yīng)持續(xù)進(jìn)化建模，主持。

[4] 國(guó)家重點(diǎn)研發(fā)計(jì)劃課題：風(fēng)光變流器靈活性提升的電路拓?fù)浜投喙δ芸刂萍夹g(shù)，參與。

[5] 國(guó)家重點(diǎn)研發(fā)計(jì)劃課題：電網(wǎng)故障下風(fēng)電機(jī)組電壓/頻率暫態(tài)主動(dòng)支撐技術(shù)研究，參與。

[6] 國(guó)家自然科學(xué)基金重大項(xiàng)目課題：綜合能源系統(tǒng)統(tǒng)一建模與精細(xì)化仿真，主持。

[7] 國(guó)家自然科學(xué)基金青年基金項(xiàng)目：基于分布式模型預(yù)測(cè)控制的風(fēng)電場(chǎng)有功控制系統(tǒng)的研究，主持。

[8] 國(guó)家電網(wǎng)總部項(xiàng)目：大規(guī)模風(fēng)電場(chǎng)并網(wǎng)實(shí)時(shí)穩(wěn)定域的量化分析及優(yōu)化策略研究，主持。

[9] 國(guó)家電網(wǎng)總部項(xiàng)目：新能源電站的實(shí)測(cè)建模與模型參數(shù)優(yōu)化技術(shù)研究，參與。

[10] 國(guó)家電網(wǎng)總部項(xiàng)目：“新能源場(chǎng)站+共享儲(chǔ)能”協(xié)同控制與綜合評(píng)價(jià)關(guān)鍵技術(shù)研究，參與。

[11] 國(guó)家電網(wǎng)總部項(xiàng)目：弱系統(tǒng)條件下構(gòu)網(wǎng)型電力電子設(shè)備穩(wěn)定分析與協(xié)同控制方法研究，參與。

[12] 國(guó)家重點(diǎn)實(shí)驗(yàn)室開(kāi)放基金項(xiàng)目：風(fēng)電場(chǎng)精細(xì)化模型開(kāi)發(fā)及實(shí)時(shí)在線仿真技術(shù)，主持。

[13] 山東省科技型中小企業(yè)創(chuàng)新能力提升工程項(xiàng)目：云邊協(xié)同的數(shù)字化新能源園區(qū)電網(wǎng)人工智能優(yōu)化運(yùn)行研究項(xiàng)目，主持。

[14] 國(guó)家電網(wǎng)省/市公司項(xiàng)目：國(guó)網(wǎng)臨沂供電公司2024年基于氣象數(shù)據(jù)感知推理的分布式光伏出力預(yù)測(cè)技術(shù)研究，主持。

[15] 國(guó)家電網(wǎng)省/市公司項(xiàng)目：海上風(fēng)電機(jī)組功率硬件在環(huán)仿真與實(shí)證關(guān)鍵技術(shù)研究，主持。

[16] 國(guó)家電網(wǎng)省/市公司項(xiàng)目：國(guó)網(wǎng)山東電科院2025年集中式新能源等值分群和準(zhǔn)確度提升技術(shù)研究，主持。

[17] 國(guó)家電網(wǎng)省/市公司項(xiàng)目：數(shù)據(jù)-機(jī)理雙驅(qū)動(dòng)的新能源數(shù)字孿生技術(shù)，主持。

[18] 國(guó)家電網(wǎng)省/市公司項(xiàng)目：國(guó)網(wǎng)臨沂供電公司2024年沂蒙技能領(lǐng)軍人才創(chuàng)新課題提升項(xiàng)目，主持。

[19] 國(guó)家電網(wǎng)科技項(xiàng)目：創(chuàng)新自籌-大規(guī)模風(fēng)電場(chǎng)并網(wǎng)寬頻震蕩風(fēng)險(xiǎn)評(píng)估模塊開(kāi)發(fā)，主持。

[20] 國(guó)家電網(wǎng)科技項(xiàng)目：混合直流數(shù)字物理混合仿真接口算法研究，主持。

[21] 國(guó)家電網(wǎng)科技項(xiàng)目：2022年新疆半物理閉環(huán)仿真風(fēng)電機(jī)組阻抗特性測(cè)試及評(píng)估服務(wù)項(xiàng)目，主持。

[22] 國(guó)家電網(wǎng)科技項(xiàng)目：基于運(yùn)行數(shù)據(jù)和阻抗降階模型的大規(guī)模風(fēng)電場(chǎng)并網(wǎng)穩(wěn)定域構(gòu)造方法研究，主持。

[23] 國(guó)家電網(wǎng)科技項(xiàng)目：多類型換流器并網(wǎng)穩(wěn)定裕度評(píng)價(jià)指標(biāo)研究服務(wù)，主持。

[24] 國(guó)家電網(wǎng)科技項(xiàng)目：綜合能源智能運(yùn)營(yíng)管控平臺(tái)服務(wù)，主持。

[25] 國(guó)家電網(wǎng)科技項(xiàng)目：基于大型風(fēng)電場(chǎng)實(shí)時(shí)仿真等值模型的電力系統(tǒng)動(dòng)態(tài)仿真技術(shù)研究，主持。

[26] 國(guó)家電網(wǎng)科技項(xiàng)目：基于DIgSILENT的MMC模型開(kāi)發(fā)與交流系統(tǒng)分析研究，主持。

[27] 國(guó)家電網(wǎng)科技項(xiàng)目：大規(guī)模風(fēng)電場(chǎng)并網(wǎng)寬頻震蕩風(fēng)險(xiǎn)評(píng)估模塊開(kāi)發(fā)，主持。

[28] 南方電網(wǎng)科技項(xiàng)目：MATLAB故障穿越模型技術(shù)服務(wù)采購(gòu)，主持。

[29] 南方電網(wǎng)科技項(xiàng)目：支持BPA數(shù)據(jù)轉(zhuǎn)化的DIgSILENTPower Factory電網(wǎng)模型搭建，主持。

[30] 南方電網(wǎng)科技項(xiàng)目：海上風(fēng)電機(jī)組參數(shù)自動(dòng)化識(shí)別代碼開(kāi)發(fā)服務(wù)，主持。

[31] 南方電網(wǎng)科技項(xiàng)目：廣東實(shí)驗(yàn)室開(kāi)放課題-海上風(fēng)電阻抗特性建模機(jī)理研究，主持。

[32] 南方電網(wǎng)科技項(xiàng)目：面向大規(guī)模電力電子設(shè)備接入的高效離線暫態(tài)仿真技術(shù)研究技術(shù)開(kāi)發(fā)，主持。

[33] 南方電網(wǎng)科技項(xiàng)目：新能源場(chǎng)站仿真試驗(yàn)輔助技術(shù)服務(wù)框架采購(gòu)，主持。

[34] 南方電網(wǎng)科技項(xiàng)目：適用于大規(guī)模新能源直流送出系統(tǒng)電磁暫態(tài)快速仿真的異構(gòu)架構(gòu)仿真機(jī)開(kāi)發(fā)，主持。

[35] 其他企業(yè)科技項(xiàng)目：海上風(fēng)電場(chǎng)精細(xì)化模型仿真與系統(tǒng)并網(wǎng)穩(wěn)定性分析技術(shù)合作研究，主持。

[36] 其他企業(yè)科技項(xiàng)目：1.25MW逆變器Digsilent建模測(cè)試，主持。

[37] 其他企業(yè)科技項(xiàng)目：逆變器的PowerFactory建模，主持。

[38] 其他企業(yè)科技項(xiàng)目：同步電機(jī)勵(lì)磁器底層模型開(kāi)發(fā)與驗(yàn)證，主持。

[39] 其他企業(yè)科技項(xiàng)目：同步電機(jī)交流及直流勵(lì)磁器底層模型開(kāi)發(fā)與驗(yàn)證，主持。

[40] 其他企業(yè)科技項(xiàng)目：VDE 4110 and VDE 4120 DIgSILENT_PowerFactory建模，主持。

[41] 其他企業(yè)科技項(xiàng)目：ETC西班牙NTs建模，主持。

[42] 其他企業(yè)科技項(xiàng)目：中國(guó)科協(xié)“雙碳”目標(biāo)下分布式可再生能源前沿技術(shù)與發(fā)展趨勢(shì)青年科學(xué)家沙龍活動(dòng)，主持。

[43] 其他企業(yè)科技項(xiàng)目：新型電力系統(tǒng)建模仿真技術(shù)開(kāi)發(fā)及應(yīng)用服務(wù)，主持。

[44] 其他企業(yè)科技項(xiàng)目：綜合能源系統(tǒng)建模仿真軟件開(kāi)發(fā)及管控裝備研發(fā)可行性研究，主持。

[45] 其他企業(yè)科技項(xiàng)目：新能源送出系統(tǒng)構(gòu)網(wǎng)型設(shè)備優(yōu)化配置方法研究，主持。

[46] 其他企業(yè)科技項(xiàng)目：山東省科普示范工程項(xiàng)目，主持。

[47] 其他企業(yè)科技項(xiàng)目：風(fēng)電場(chǎng)多物理場(chǎng)模型的建模設(shè)計(jì)和集成服務(wù)，主持。

獎(jiǎng)勵(lì)情況：

[1] 獲2025年度中國(guó)仿真學(xué)會(huì)創(chuàng)新技術(shù)一等獎(jiǎng)1項(xiàng)（大規(guī)模風(fēng)電場(chǎng)氣-彈-機(jī)-電多尺度混合建模與實(shí)時(shí)仿真關(guān)鍵技術(shù)及應(yīng)用）

[2] 獲2025年度日內(nèi)瓦發(fā)明展會(huì)金獎(jiǎng)1項(xiàng)（基于電力大數(shù)據(jù)的新型風(fēng)光發(fā)電功率預(yù)測(cè)系統(tǒng)）

[3] 獲2022年度日內(nèi)瓦發(fā)明展會(huì)銀獎(jiǎng)2項(xiàng)（風(fēng)電機(jī)組數(shù)字孿生、風(fēng)電場(chǎng)數(shù)字孿生）

[4] 獲2022年度中國(guó)儀器儀表學(xué)會(huì)技術(shù)發(fā)明三等獎(jiǎng)1項(xiàng)(綜合能源系統(tǒng)優(yōu)化運(yùn)行關(guān)鍵技術(shù)及應(yīng)用)

[5] 獲2021年度中國(guó)電力科學(xué)技術(shù)進(jìn)步三等獎(jiǎng)1項(xiàng)、廣東電力科技進(jìn)步一等獎(jiǎng)1項(xiàng)（火電廠儲(chǔ)能輔助調(diào)頻系統(tǒng)并網(wǎng)關(guān)鍵技術(shù)研究與規(guī)模化應(yīng)用）

[6] 獲“兆易創(chuàng)新杯”第十八屆中國(guó)研究生電子設(shè)計(jì)競(jìng)賽全國(guó)總決賽一等獎(jiǎng)、最佳路演講、最具投資價(jià)值獎(jiǎng)、優(yōu)秀指導(dǎo)教師獎(jiǎng)（風(fēng)電場(chǎng)精細(xì)化實(shí)時(shí)仿真平臺(tái)）

[7] 獲“兆易創(chuàng)新杯”第十八屆中國(guó)研究生電子設(shè)計(jì)競(jìng)賽華北分區(qū)賽團(tuán)隊(duì)二等獎(jiǎng)（綜合能源系統(tǒng)精細(xì)化建模仿真工具箱）

[8] 獲“兆易創(chuàng)新杯”第十七屆中國(guó)研究生電子設(shè)計(jì)競(jìng)賽獎(jiǎng)商業(yè)計(jì)劃書(shū)專項(xiàng)賽初賽一等獎(jiǎng)（PSASP至PowerFactory模型轉(zhuǎn)換器的設(shè)計(jì)開(kāi)發(fā)）

[9] 獲“兆易創(chuàng)新杯”第十七屆中國(guó)研究生電子設(shè)計(jì)競(jìng)賽獎(jiǎng)華為企業(yè)命題一等獎(jiǎng)（基于子空間管理的超帶寬室內(nèi)定位系統(tǒng)）

[10] 獲第四屆高校電氣電子工程創(chuàng)新大賽全國(guó)賽二等獎(jiǎng)、優(yōu)秀指導(dǎo)教師獎(jiǎng)、優(yōu)秀組織獎(jiǎng)（基于云-邊-端協(xié)同的綜合能源精細(xì)化仿真及管控平臺(tái)）

[11] 獲第二屆高校電氣電子工程創(chuàng)新大賽全國(guó)賽二等獎(jiǎng)、優(yōu)秀指導(dǎo)教師獎(jiǎng)（綜合能源精細(xì)化建模仿真工具箱）

[12] 獲2025年“建行杯”山東省大學(xué)生創(chuàng)新大賽山東省銀獎(jiǎng)（“風(fēng)數(shù)智控”系統(tǒng)--面向發(fā)電效率優(yōu)化的風(fēng)電場(chǎng)數(shù)字李生AI控制平臺(tái)）

[13] 獲2024年“建行杯”山東省大學(xué)生創(chuàng)新大賽山東省金獎(jiǎng)（風(fēng)行智電-大規(guī)模風(fēng)電場(chǎng)智慧控制引領(lǐng)者）

[14] 獲第九屆山東省互聯(lián)網(wǎng)+大學(xué)生創(chuàng)新創(chuàng)業(yè)大賽山東省銀獎(jiǎng)（減碳先“風(fēng)”——大規(guī)模風(fēng)電場(chǎng)高精度實(shí)時(shí)仿真系統(tǒng)先行者）

[15] 獲2024年第十屆中國(guó)研究生智慧城市技術(shù)與創(chuàng)意設(shè)計(jì)大賽三等獎(jiǎng)（數(shù)字鄉(xiāng)村-分散式風(fēng)儲(chǔ)數(shù)字化管理系統(tǒng)）

[16] 獲2024年第十屆中國(guó)研究生智慧城市技術(shù)與創(chuàng)意設(shè)計(jì)大賽三等獎(jiǎng)（城市綜合能源系統(tǒng)低碳建模管控平臺(tái)）

[17] 獲“cleer杯”第一屆中國(guó)研究生雙碳“創(chuàng)新與創(chuàng)意大賽三等獎(jiǎng)”（風(fēng)電場(chǎng)精細(xì)化數(shù)字孿生實(shí)時(shí)仿真平臺(tái)）

招生類型：

課題組長(zhǎng)期面向相關(guān)研究方向招收學(xué)術(shù)型及專業(yè)型碩士研究生、博士研究生以及博士后研究人員。詳細(xì)介紹請(qǐng)見(jiàn)課題組網(wǎng)站：http://www.zhaohan.top。歡迎有意者通過(guò)郵件附個(gè)人簡(jiǎn)歷進(jìn)行聯(lián)系，成績(jī)優(yōu)異者將有機(jī)會(huì)赴丹麥或德國(guó)知名科研機(jī)構(gòu)進(jìn)行聯(lián)合培養(yǎng)。

課題組立足能源低碳轉(zhuǎn)型的國(guó)家戰(zhàn)略需求，研究方向涵蓋風(fēng)電場(chǎng)并網(wǎng)控制與穩(wěn)定性分析、綜合能源系統(tǒng)建模與運(yùn)行優(yōu)化、能源數(shù)字孿生等前沿領(lǐng)域，致力于通過(guò)理論創(chuàng)新與工程實(shí)踐應(yīng)對(duì)新型電力系統(tǒng)發(fā)展中的重大挑戰(zhàn)。課題組誠(chéng)摯歡迎自我驅(qū)動(dòng)力強(qiáng)、熱愛(ài)科研的學(xué)生加入，并將為成員提供完善的軟硬件科研平臺(tái)、系統(tǒng)的學(xué)術(shù)指導(dǎo)、參與科創(chuàng)競(jìng)賽的機(jī)會(huì)以及具有競(jìng)爭(zhēng)力的研究補(bǔ)助。新能源發(fā)電與數(shù)字能網(wǎng)課題組，期待你的加入！