

浏览全部资源
扫码关注微信
1.直流输电技术国家重点实验室(南方电网科学研究院有限责任公司),广东省广州市 510663
2.国家能源大电网技术研发(实验)中心,广东省广州市 510663
3.广东省新能源电力系统智能运行与控制企业重点实验室,广东省广州市 510663
4.中国南方电网公司电网仿真重点实验室,广东省广州市 510663
Received:27 February 2022,
Revised:2022-04-17,
Published Online:05 May 2022,
Published:25 May 2022
移动端阅览
郭琦,卢远宏.新型电力系统的建模仿真关键技术及展望[J].电力系统自动化,2022,46(10):18-32.
GUO Qi,LU Yuanhong.Key Technologies and Prospects of Modeling and Simulation of New Power System[J].Automation of Electric Power Systems,2022,46(10):18-32.
郭琦,卢远宏.新型电力系统的建模仿真关键技术及展望[J].电力系统自动化,2022,46(10):18-32. DOI: 10.7500/AEPS20220227007.
GUO Qi,LU Yuanhong.Key Technologies and Prospects of Modeling and Simulation of New Power System[J].Automation of Electric Power Systems,2022,46(10):18-32. DOI: 10.7500/AEPS20220227007.
在实现“碳达峰、碳中和”目标、推动构建以新能源为主体的新型电力系统背景下,高比例新能源并网、高比例电力电子装备将成为未来新型电力系统的主要趋势和突出特征。文中首先概述了新型电力系统的特征,总结了新型电力系统对建模仿真技术提出的迫切需求,分别从建模优化方法、多时间尺度仿真方法和仿真计算加速方法等方面分析了电力系统建模仿真技术的现状和改进方案,同时,描述了面向新型电力系统的仿真新技术和应用新模式。最后,对建模仿真新技术及其应用新模式如何更好地适应新型电力系统构建和运行给出了建议。
In the background of achieving the goal of “carbon emission peak and carbon neutrality” and promoting the construction of the new power system with renewable energy as the main part
high proportion of renewable energy connected to the grid and high proportion of power electronics equipment will become the main trends and outstanding features of the new power system in the future. This paper starts with an overview of the characteristics of the new power system
and summarizes the urgent needs of the new power system for modeling and simulation technology
introduces the current status and improving schemes of modeling and simulation technologies for the power system in terms of modeling optimization methods
multi-time scale simulation methods and simulation calculation methods
and the simulation new technologies and new application modes for the new power system are described. Finally
the simulation modeling technology and its application mode are prospected to better adapt to the construction and operation of the new power system. In the future
due to the continuous improvement of calculation technologies and simulation computing power
revolutionary may emerge in the simulation technology and application mode of the power system breakthrough.
汤涌 . 电力系统数字仿真技术的现状与发展 [J]. 电力系统自动化 , 2002 , 26 ( 17 ): 66 - 70 .
TANG Yong . Present situation and development of power system simulation technologies [J]. Automation of Electric Power Systems , 2002 , 26 ( 17 ): 66 - 70 .
汤涌 . 交直流电力系统多时间尺度全过程仿真和建模研究新进展 [J]. 电网技术 , 2009 , 33 ( 16 ): 1 - 8 .
TANG Yong . New progress in research on multi-time scale unified simulation and modeling for AC/DC power systems [J]. Power System Technology , 2009 , 33 ( 16 ): 1 - 8 .
WU Z , ZHOU X . Power system analysis software package (PSASP)—an integrated power system analysis tool [C]// 1998 International Conference on Power System Technology , August 18-21 , 1998 , Beijing, China .
中国2050高比例可再生能源发展情景暨途径研究 [EB/OL].[ 2022-03-02 ]. https://www.docin.com/p-1933373586.html https://www.docin.com/p-1933373586.html .
2050 high-proportion renewable energy development scenarios and approaches in China [EB/OL]. [ 2022-03-02 ]. https://www.docin.com/p-1933373586.html https://www.docin.com/p-1933373586.html .
周孝信 , 陈树勇 , 鲁宗相 , 等 . 能源转型中我国新一代电力系统的技术特征 [J]. 中国电机工程学报 , 2018 , 38 ( 7 ): 1893 - 1904 .
ZHOU Xiaoxin , CHEN Shuyong , LU Zongxiang , et al . Technology features of the new generation power system in China [J]. Proceedings of the CSEE , 2018 , 38 ( 7 ): 1893 - 1904 .
康重庆 , 姚良忠 . 高比例可再生能源电力系统的关键科学问题与理论研究框架 [J]. 电力系统自动化 , 2017 , 41 ( 9 ): 2 - 11 .
KANG Chongqing , YAO Liangzhong . Key scientific issues and theoretical research framework for power systems with high proportion of renewable energy [J]. Automation of Electric Power Systems , 2017 , 41 ( 9 ): 2 - 11 .
谢小荣 , 贺静波 , 毛航银 , 等 . “双高”电力系统稳定性的新问题及分类探讨 [J]. 中国电机工程学报 , 2021 , 41 ( 2 ): 461 - 475 .
XIE Xiaorong , HE Jingbo , MAO Hangyin , et al . New issues and classification of power system stability with high shares of renewables and power electronics [J]. Proceedings of the CSEE , 2021 , 41 ( 2 ): 461 - 475 .
李亚楼 , 张星 , 李勇杰 , 等 . 交直流混联大电网仿真技术现状及面临挑战 [J]. 电力建设 , 2015 , 36 ( 12 ): 1 - 8 .
LI Yalou , ZHANG Xing , LI Yongjie , et al . Present situation and challenges of AC/DC hybrid large-scale power grid simulation technology [J]. Electric Power Construction , 2015 , 36 ( 12 ): 1 - 8 .
刘栋 , 唐绍普 , 胡祥楠 , 等 . 电力系统基础仿真算法对比分析研究 [J]. 全球能源互联网 , 2018 , 1 ( 2 ): 137 - 143 .
LIU Dong , TANG Shaopu , HU Xiangnan , et al . The comparison and study of fundamental algorithms in power system simulation [J]. Journal of Global Energy Interconnection , 2018 , 1 ( 2 ): 137 - 143 .
穆清 , 李亚楼 , 周孝信 , 等 . 基于传输线分网的并行多速率电磁暂态仿真算法 [J]. 电力系统自动化 , 2014 , 38 ( 7 ): 47 - 52 .
MU Qing , LI Yalou , ZHOU Xiaoxin , et al . A parallel multi-rate electromagnetic transient simulation algorithm based on network division through transmission line [J]. Automation of Electric Power Systems , 2014 , 38 ( 7 ): 47 - 52 .
沈卓轩 , 姜齐荣 . 电力系统电磁暂态仿真IGBT详细建模及应用 [J]. 电力系统自动化 , 2020 , 44 ( 2 ): 235 - 247 .
SHEN Zhuoxuan , JIANG Qirong . Detailed IGBT modeling and applications of electromagnetic transient simulation in power system [J]. Automation of Electric Power Systems , 2020 , 44 ( 2 ): 235 - 247 .
唐勇 , 汪波 , 陈明 . IGBT开关瞬态的温度特性与电热仿真模型 [J]. 电工技术学报 , 2012 , 27 ( 12 ): 146 - 153 .
TANG Yong , WANG Bo , CHEN Ming . Temperature characteristic and electric-thermal model of IGBT switching transient [J]. Transactions of China Electrotechnical Society , 2012 , 27 ( 12 ): 146 - 153 .
MITTER C S , HEFNER A R , CHEN D Y , et al . Insulated gate bipolar transistor(IGBT) modeling using IG-SPICE [J]. IEEE Transactions on Industry Applications , 1994 , 30 ( 1 ): 24 - 33 .
施博辰 , 赵争鸣 , 蒋烨 , 等 . 功率开关器件多时间尺度瞬态模型(Ⅰ)——开关特性与瞬态建模 [J]. 电工技术学报 , 2017 , 32 ( 12 ): 16 - 24 .
SHI Bochen , ZHAO Zhengming , JIANG Ye , et al . Multi-time scale transient models for power semiconductor devices (PartⅠ: switching characteristics and transient modeling) [J]. Transactions of China Electrotechnical Society , 2017 , 32 ( 12 ): 16 - 24 .
蒋烨 , 赵争鸣 , 施博辰 , 等 . 功率开关器件多时间尺度瞬态模型(Ⅱ)——应用分析与模型互联 [J]. 电工技术学报 , 2017 , 32 ( 12 ): 25 - 32 .
JIANG Ye , ZHAO Zhengming , SHI Bochen , et al . Multi-time scale transient models for power semiconductor devices (PartⅡ: applications analysis and model connection) [J]. Transactions of China Electrotechnical Society , 2017 , 32 ( 12 ): 25 - 32 .
XU J Z , GOLE A M , ZHAO C Y . The use of averaged-value model of modular multilevel converter in DC grid [C]// 2015 IEEE Power & Energy Society General Meeting , July 26-30 , 2015 , Denver, USA .
冯谟可 , 王傲群 , 袁帅 , 等 . 国产化电磁暂态仿真平台发展方向分析及展望 [J/OL]. 电力系统自动化 : 1 - 12 [ 2022-03-29 ]. http://kns.cnki.net/kcms/detail/32.1180.tp.20211101.1022.002.html http://kns.cnki.net/kcms/detail/32.1180.tp.20211101.1022.002.html .
FENG Moke , WANG Aoqun , YUAN Shuai , et al . Analysis and prospect of development of China’s independent electromagnetic transient simulation platform [J/OL]. Automation of Electric Power Systems : 1 - 12 [ 2022-03-29 ]. http://kns.cnki.net/kcms/detail/32.1180.tp.20211101.1022.002.html http://kns.cnki.net/kcms/detail/32.1180.tp.20211101.1022.002.html .
茆美琴 , 余世杰 , 苏建徽 . 带有MPPT功能的光伏阵列Matlab通用仿真模型 [J]. 系统仿真学报 , 2005 , 17 ( 5 ): 1248 - 1251 .
MAO Meiqin , YU Shijie , SU Jianhui . Versatile Matlab simulation model for photovoltaic array with MPPT function [J]. Acta Simulata Systematica Sinica , 2005 , 17 ( 5 ): 1248 - 1251 .
徐伟 . 光伏发电系统的建模及智能MPPT算法研究 [D]. 上海 : 东华大学 , 2021 .
XU Wei . Modeling of photovoltaic power generation system and research on intelligent mppt algorithm [D]. Shanghai : Donghua University , 2021 .
沈阳武 , 刘佳润 , 张斌 , 等 . 光伏逆变器动态谐波等效建模及其影响因素研究 [J]. 电力系统及其自动化学报 , 2019 , 31 ( 8 ): 126 - 132 .
SHEN Yangwu , LIU Jiarun , ZHANG Bin , et al . Research on dynamic harmonic equivalent modeling and influencing factors of photovoltaic inverter [J]. Proceedings of the CSU-EPSA , 2019 , 31 ( 8 ): 126 - 132 .
李建林 , 梁忠豪 , 李雅欣 , 等 . 锂电池储能系统建模发展现状及其数据驱动建模初步探讨 [J]. 油气与新能源 , 2021 , 33 ( 4 ): 75 - 81 .
LI Jianlin , LIANG Zhonghao , LI Yaxin , et al . Development status in modeling of the lithium battery energy storage system and preliminary exploration of its data-driven modeling [J]. Petroleum and New Energy , 2021 , 33 ( 4 ): 75 - 81 .
BERRUETA A , URTASUN A , URSÚA A , et al . A comprehensive model for lithium-ion batteries: from the physical principles to an electrical model [J]. Energy , 2018 , 144 : 286 - 300 .
RENGASWAMY R , NARASIMHAN S , KUPPURAJ V . Receding nonlinear Kalman (RNK) filter for nonlinear constrained state estimation [M]. Amsterdam, Netherlands : Elsevier , 2011 : 844 - 848 .
董毅峰 , 王彦良 , 韩佶 , 等 . 电力系统高效电磁暂态仿真技术综述 [J]. 中国电机工程学报 , 2018 , 38 ( 8 ): 2213 - 2231 .
DONG Yifeng , WANG Yanliang , HAN Ji , et al . Review of high efficiency digital electromagnetic transient simulation technology in power system [J]. Proceedings of the CSEE , 2018 , 38 ( 8 ): 2213 - 2231 .
BELHOCINE M , MARINESCU B . A mix balanced-modal truncations for power systems model reduction [C]// 2014 European Control Conference (ECC) , June 24-27 , 2014 , Strasbourg, France .
FARZAMFAR M , RASILO P , MARTIN F , et al . Proper orthogonal decomposition for order reduction of permanent magnet machine model [C]// 2015 18th International Conference on Electrical Machines and Systems(ICEMS) , October 25-28 , 2015 , Pattaya, Thailand .
WANG C S , YU H , LI P , et al . EMTP-type program realization of Krylov subspace based model reduction methods for large-scale active distribution network [J]. CSEE Journal of Power and Energy Systems , 2015 , 1 ( 1 ): 52 - 60 .
STURK C , VANFRETTI L , CHOMPOOBUTRGOOL Y , et al . Coherency-independent structured model reduction of power systems [C]// IEEE Power & Energy Society Innovative Smart Grid Technologies Conference(ISGT) , February 18-20 , 2015 , Washington, USA .
LALL S , MARSDEN J E , GLAVAŠKI S . A subspace approach to balanced truncation for model reduction of nonlinear control systems [J]. International Journal of Robust and Nonlinear Control , 2002 , 12 ( 6 ): 519 - 535 .
CHEN Y . Model order reduction for nonlinear systems [D]. Boston, USA : Massachusetts Institute of Technology , 1999 .
REWIENSKI M , WHITE J . A trajectory piecewise-linear approach to model order reduction and fast simulation of nonlinear circuits and micromachined devices [J]. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems , 2003 , 22 ( 2 ): 155 - 170 .
赵洪山 , 薛宁 , 时宁 . 非线性电力系统模型经验Gramian平衡降阶 [J]. 电力自动化设备 , 2014 , 34 ( 9 ): 21 - 26 .
ZHAO Hongshan , XUE Ning , SHI Ning . Empirical Gramian balanced reduction of nonlinear power system model [J]. Electric Power Automation Equipment , 2014 , 34 ( 9 ): 21 - 26 .
黄伟 , 张小珍 . 基于特征分析的大规模风电场等值建模 [J]. 电网技术 , 2013 , 37 ( 8 ): 2271 - 2277 .
HUANG Wei , ZHANG Xiaozhen . Feature analysis based equivalent modeling for large-scale wind farms [J]. Power System Technology , 2013 , 37 ( 8 ): 2271 - 2277 .
陈树勇 , 王聪 , 申洪 , 等 . 基于聚类算法的风电场动态等值 [J]. 中国电机工程学报 , 2012 , 32 ( 4 ): 11 - 19 .
CHEN Shuyong , WANG Cong , SHEN Hong , et al . Dynamic equivalence for wind farms based on clustering algorithm [J]. Proceedings of the CSEE , 2012 , 32 ( 4 ): 11 - 19 .
李禹鹏 . 基于时频变换和辨识聚合的大规模新能源并网系统多速率仿真研究 [D]. 上海 : 上海交通大学 , 2020 .
LI Yupeng . Research on multi-rate simulation of large scale renewable energy connected system based on time-frequency transformation and identification aggregation theory [D]. Shanghai : Shanghai Jiao Tong University , 2020 .
周瑀涵 , 王冠中 , 王康 , 等 . 用于风电场小干扰稳定性分析的结构保持等值方法 [J]. 电力系统自动化 , 2021 , 45 ( 19 ): 133 - 140 .
ZHOU Yuhan , WANG Guanzhong , WANG Kang , et al . Structure-retained equivalent method for small signal stability analysis of wind farm [J]. Automation of Electric Power Systems , 2021 , 45 ( 19 ): 133 - 140 .
龙文浩 . 光伏并网系统模型降阶研究 [D]. 合肥 : 合肥工业大学 , 2020 .
LONG Wenhao . Research on model order reduction of photovoltaic grid-connected system [D]. Hefei : Hefei University of Technology , 2020 .
吴峰 , 戴小妹 . 计及高渗透率光伏的配电网广义负荷一体化等值建模 [J]. 电力自动化设备 , 2020 , 40 ( 5 ): 1 - 9 .
WU Feng , DAI Xiaomei . Integrated equivalent modeling for generalized loads of distribution network considering high-penetration photovoltaic [J]. Electric Power Automation Equipment , 2020 , 40 ( 5 ): 1 - 9 .
李湘 , 陈民铀 , 郑永伟 , 等 . 基于稳健偏最小二乘法的谐波发射水平估计 [J]. 电力系统及其自动化学报 , 2016 , 28 ( 6 ): 86 - 90 .
LI Xiang , CHEN Minyou , ZHENG Yongwei , et al . Assessing harmonic emission level based on robust partial least squares regression [J]. Proceedings of the CSU-EPSA , 2016 , 28 ( 6 ): 86 - 90 .
CHEN C I , CHEN Y C . A neural-network-based data-driven nonlinear model on time- and frequency-domain voltage-current characterization for power-quality study [J]. IEEE Transactions on Power Delivery , 2015 , 30 ( 3 ): 1577 - 1584 .
吕干云 , 蒋小伟 , 郝思鹏 , 等 . 基于半监督支持向量机的电压暂降源定位 [J]. 电力系统保护与控制 , 2019 , 47 ( 18 ): 76 - 81 .
LÜ Ganyun , JIANG Xiaowei , HAO Sipeng , et al . Location of voltage sag source based on semi-supervised SVM [J]. Power System Protection and Control , 2019 , 47 ( 18 ): 76 - 81 .
ZHANG C P , JIANG J C , GAO Y , et al . Charging optimization in lithium-ion batteries based on temperature rise and charge time [J]. Applied Energy , 2017 , 194 : 569 - 577 .
WANG J P , CHEN Q S , CAO B G . Support vector machine based battery model for electric vehicles [J]. Energy Conversion and Management , 2006 , 47 ( 7/8 ): 858 - 864 .
郭林 . 基于融合型数据驱动的锂离子电池剩余寿命预测方法的研究 [D]. 青岛 : 青岛科技大学 , 2018 .
GUO Lin . Research on prediction method of remaining useful life of lithium ion battery based on fusion type data driven [D]. Qingdao : Qingdao University of Science & Technology , 2018 .
王俊生 , 杨世峰 , 谭捷 , 等 . 基于人工智能的故障限流器EMTP建模 [J]. 高压电器 , 2021 , 57 ( 8 ): 54 - 60 .
WANG Junsheng , YANG Shifeng , TAN Jie , et al . EMTP modeling of fault current limiter based on artificial intelligence [J]. High Voltage Apparatus , 2021 , 57 ( 8 ): 54 - 60 .
冉靖 , 张智刚 , 梁志峰 , 等 . 风电场风速和发电功率预测方法综述 [J]. 数理统计与管理 , 2020 , 39 ( 6 ): 1045 - 1059 .
RAN Jing , ZHANG Zhigang , LIANG Zhifeng , et al . Review of wind speed and wind power prediction methods [J]. Journal of Applied Statistics and Management , 2020 , 39 ( 6 ): 1045 - 1059 .
李润泽 , 郭黎 , 李保平 , 等 . 基于模糊宽度学习模型的光伏发电预测方法 [J]. 控制工程 , 2020 , 27 ( 11 ): 2016 - 2022 .
LI Runze , GUO Li , LI Baoping , et al . A photovoltaic power prediction method based on fuzzy broad learning system [J]. Control Engineering of China , 2020 , 27 ( 11 ): 2016 - 2022 .
BARTEL A , GÜNTHER M . A multirate W-method for electrical networks in state-space formulation [J]. Journal of Computational and Applied Mathematics , 2002 , 147 ( 2 ): 411 - 425 .
BOAVENTURA W D C , SEMLYEN A , IRAVANI M R , et al . Robust sparse network equivalent for large systems: Part Ⅰ methodology [J]. IEEE Transactions on Power Systems , 2004 , 19 ( 1 ): 157 - 163 .
MOREIRA F A , MARTI J R , ZANETTA L C , et al . Multirate simulations with simultaneous-solution using direct integration methods in a partitioned network environment [J]. IEEE Transactions on Circuits and Systems Ⅰ: Regular Papers , 2006 , 53 ( 12 ): 2765 - 2778 .
陈垣 , 张波 , 谢帆 , 等 . 电力电子化电力系统多时间尺度建模与算法相关性研究进展 [J]. 电力系统自动化 , 2021 , 45 ( 15 ): 172 - 183 .
CHEN Yuan , ZHANG Bo , XIE Fan , et al . Research progress of interrelationship between multi-time-scale modeling and algorithm of power-electronized power system [J]. Automation of Electric Power Systems , 2021 , 45 ( 15 ): 172 - 183 .
STRUNZ K , SHINTAKU R , GAO F . Frequency-adaptive network modeling for integrative simulation of natural and envelope waveforms in power systems and circuits [J]. IEEE Transactions on Circuits and Systems Ⅰ: Regular Papers , 2006 , 53 ( 12 ): 2788 - 2803 .
高仕林 , 宋炎侃 , 陈颖 , 等 . 电力系统移频电磁暂态仿真原理及应用综述 [J]. 电力系统自动化 , 2021 , 45 ( 14 ): 173 - 183 .
GAO Shilin , SONG Yankan , CHEN Ying , et al . Overview on principle and application of shifted frequency based electromagnetic transient simulation for power system [J]. Automation of Electric Power Systems , 2021 , 45 ( 14 ): 173 - 183 .
姚蜀军 , 韩民晓 , 汪燕 , 等 . 大规模电网电磁暂态快速仿真方法 [J]. 电力建设 , 2015 , 36 ( 12 ): 16 - 21 .
YAO Shujun , HAN Minxiao , WANG Yan , et al . A fast electromagnetic transient simulation of large-scale power system [J]. Electric Power Construction , 2015 , 36 ( 12 ): 16 - 21 .
潘尔生 , 杨惠文 , 宋钊 , 等 . 适用于大步长情形下基于模块化多电平拓扑的直流电网高效仿真建模方法 [J]. 中国电机工程学报 , 2020 , 40 ( 19 ): 6142 - 6150 .
PAN Ersheng , YANG Huiwen , SONG Zhao , et al . An efficient modeling of modular multi-level converter based DC grids by using larger time-steps [J]. Proceedings of the CSEE , 2020 , 40 ( 19 ): 6142 - 6150 .
姚蜀军 , 刘畅 , 汪燕 , 等 . 多频段时间尺度变换电磁暂态仿真研究 [J]. 中国电机工程学报 , 2019 , 39 ( 24 ): 7199 - 7208 .
YAO Shujun , LIU Chang , WANG Yan , et al . A research on multi-frequency band time-scale frame transformation for electromagnetic transients simulation [J]. Proceedings of the CSEE , 2019 , 39 ( 24 ): 7199 - 7208 .
DOMMEL H W . 电力系统电磁暂态计算理论 [M]. 北京 : 水利电力出版社 , 1991 .
DOMMEL H W . EMTP theory book [M]. Beijing : Water Power Press , 1991 .
姚奕荣 . 并行处理技术在电磁暂态仿真计算中的应用研究 [J]. 华东电力 , 1998 , 26 ( 10 ): 9 - 12 .
YAO Yirong . Electromagnetic transient simulation with computer parallel processing technology [J]. East China Electric Power , 1998 , 26 ( 10 ): 9 - 12 .
MARTÍ J R , LINARES L R , HOLLMAN J A , et al . OVNI: integrated software/hardware solution for real-time simulation of large power systems [C]// Proceedings of the 14th PSCC , June 24-28 , 2002 , Sevilla, Spain .
岳程燕 , 周孝信 , 李若梅 . 电力系统电磁暂态实时仿真中并行算法的研究 [J]. 中国电机工程学报 , 2004 , 24 ( 12 ): 1 - 7 .
YUE Chengyan , ZHOU Xiaoxin , LI Ruomei . Study of parallel approaches to power system electromagnetic transient real-time simulation [J]. Proceedings of the CSEE , 2004 , 24 ( 12 ): 1 - 7 .
田芳 , 周孝信 . 交直流电力系统分割并行电磁暂态数字仿真方法 [J]. 中国电机工程学报 , 2011 , 31 ( 22 ): 1 - 7 .
TIAN Fang , ZHOU Xiaoxin . Partition and parallel method for digital electromagnetic transient simulation of AC/DC power system [J]. Proceedings of the CSEE , 2011 , 31 ( 22 ): 1 - 7 .
ACEVEDO S , LINARES L R , MARTI J R , et al . Efficient HVDC converter model for real time transients simulation [J]. IEEE Transactions on Power Systems , 1999 , 14 ( 1 ): 166 - 171 .
林济铿 , 李杨春 , 罗萍萍 , 等 . 波形松弛法的电力系统暂态稳定性并行仿真计算 [J]. 电工技术学报 , 2006 , 21 ( 12 ): 47 - 53 .
LIN Jikeng , LI Yangchun , LUO Pingping , et al . Parallel calculation for power system transient stability based on waveform relaxation method [J]. Transactions of China Electrotechnical Society , 2006 , 21 ( 12 ): 47 - 53 .
SCHUTT-AINE J E . Latency insertion method(LIM) for the fast transient simulation of large networks [J]. IEEE Transactions on Circuits and Systems Ⅰ: Fundamental Theory and Applications , 2001 , 48 ( 1 ): 81 - 89 .
KATO T , INOUE K , FUKUTANI T , et al . Multirate analysis method for a power electronic system by circuit partitioning [J]. IEEE Transactions on Power Electronics , 2009 , 24 ( 12 ): 2791 - 2802 .
姚蜀军 , 庞博涵 , 吴国旸 , 等 . 半隐式延迟解耦电磁暂态并行仿真方法(一):原理及交流分网与并行 [J]. 中国电机工程学报 , 2022 , 42 ( 7 ): 2486 - 2497 .
YAO Shujun , PANG Bohan , WU Guoyang , et al . A method of parallel computing for electromagnetic transient simulation based on semi-implicit latency decoupling technology: Part Ⅰ theory and AC network partitioning and parallel [J]. Proceedings of the CSEE , 2022 , 42 ( 7 ): 2486 - 2497 .
姚蜀军 , 庞博涵 , 曾子文 , 等 . 半隐式延迟解耦电磁暂态仿真方法(二):单端口子模块MMC通用解耦与快速仿真 [J/OL]. 中国电机工程学报 : 1 - 11 [ 2022-03-09 ]. https://doi.org/10.13334/j.0258-8013.pcsee.210064 https://doi.org/10.13334/j.0258-8013.pcsee.210064 .
YAO Shujun , PANG Bohan , ZENG Ziwen , et al . Semi-implicit Latency decoupling technology based electromagnetic transient simulation: Part Ⅱ general decoupling and fast simulation for single-port sub-module MMC [J/OL]. Proceedings of the CSEE : 1 - 11 [ 2022-03-09 ]. https://doi.org/10.13334/j.0258-8013.pcsee.210064 https://doi.org/10.13334/j.0258-8013.pcsee.210064 .
HOOSHYAR H , VANFRETTI L , DUFOUR C . Delay-free parallelization for real-time simulation of a large active distribution grid model [C]// 42nd Annual Conference of the IEEE Industrial Electronics Society , October 23-26 , 2016 , Florence, Italy .
王韦华 , 朱晋 , 李炜 , 等 . 基于SSN解算器的MMC-HVDC系统RT-LAB实时仿真 [J]. 南方电网技术 , 2015 , 9 ( 6 ): 22 - 27 .
WANG Weihua , ZHU Jin , LI Wei , et al . SSN-based RT-LAB simulation of MMC-HVDC system [J]. Southern Power System Technology , 2015 , 9 ( 6 ): 22 - 27 .
SAAD H , DUFOUR MAHSEREDJIAN C , DENNETIÈRE S , et al . Real time simulation of MMCs using the state-space nodal approach [EB/OL]. [ 2022-03-03 ]. http://www.opal-rt.com/sites/default/files/technical_papers/Paper_SSNMMC_SAAD.pdf http://www.opal-rt.com/sites/default/files/technical_papers/Paper_SSNMMC_SAAD.pdf .
SAAD H , DUFOUR C , MAHSEREDJIAN J , et al . Real time simulation of MMCs using the state-space nodal approach [C]// The International Conference on Power Systems Transients (IPST2013) , June 18-20 , 2013 , Vancouver, Canada .
谭伟 , 邱华静 , 邹毅军 . SSN算法在大型风电系统实时仿真中的应用 [J]. 电力系统保护与控制 , 2014 , 42 ( 5 ): 98 - 103 .
TAN Wei , QIU Huajing , ZOU Yijun . Application of SSN algorithm in large wind power system real-time simulation [J]. Power System Protection and Control , 2014 , 42 ( 5 ): 98 - 103 .
郝晓亮 , 付立军 , 马凡 , 等 . 中压直流综合电力系统建模与实时仿真实现方法 [J]. 电网技术 , 2021 , 45 ( 3 ): 1100 - 1109 .
HAO Xiaoliang , FU Lijun , MA Fan , et al . Modeling and real-time simulation of MVDC integrated power system [J]. Power System Technology , 2021 , 45 ( 3 ): 1100 - 1109 .
ZHOU Z Y , DINAVAHI V . Parallel massive-thread electromagnetic transient simulation on GPU [J]. IEEE Transactions on Power Delivery , 2014 , 29 ( 3 ): 1045 - 1053 .
LI Y , CHANG T Q , BAI F , et al . Switching characteristics simulation of IGBT based on FPGA [C]// International Conference on Computational Problem-Solving , December 3-5 , 2010 , Lijiang, China .
林雪华 , 郭琦 , 郭海平 , 等 . 基于FPGA的柔性直流实时仿真技术及试验系统 [J]. 电力系统自动化 , 2017 , 41 ( 12 ): 33 - 39 .
LIN Xuehua , GUO Qi , GUO Haiping , et al . FPGA based real-time simulation technology and test system of flexible DC [J]. Automation of Electric Power Systems , 2017 , 41 ( 12 ): 33 - 39 .
王成山 , 丁承第 , 李鹏 , 等 . 基于FPGA的光伏发电系统暂态实时仿真 [J]. 电力系统自动化 , 2015 , 39 ( 12 ): 13 - 20 .
WANG Chengshan , DING Chengdi , LI Peng , et al . FPGA-based real-time transient simulation of photovoltaic generation system [J]. Automation of Electric Power Systems , 2015 , 39 ( 12 ): 13 - 20 .
朱建鑫 , 滕国栋 , 秦阳 , 等 . 基于多FPGA的电力电子实时仿真系统 [J]. 电力系统自动化 , 2017 , 41 ( 9 ): 137 - 143 .
ZHU Jianxin , TENG Guodong , QIN Yang , et al . Multi- FPGA based real-time simulation system for power electronics [J]. Automation of Electric Power Systems , 2017 , 41 ( 9 ): 137 - 143 .
ARMBRUST M , FOX A , GRIFFITH R . A view of cloud computing [J]. Communications of the ACM , 2010 , 53 ( 4 ): 50 - 58 .
赵宇峰 , 雷晟 , 张国钢 , 等 . 基于容器技术的电力设备仿真云平台设计与开发 [J]. 计算机工程 , 2021 , 47 ( 9 ): 171 - 177 .
ZHAO Yufeng , LEI Sheng , ZHANG Guogang , et al . Design and development of container-based cloud platform for power equipment simulation [J]. Computer Engineering , 2021 , 47 ( 9 ): 171 - 177 .
张雅彬 , 李伯虎 , 柴旭东 , 等 . 基于虚拟化技术的云仿真运行环境动态构建技术 [J]. 系统工程与电子技术 , 2012 , 34 ( 3 ): 619 - 624 .
ZHANG Yabin , LI Bohu , CHAI Xudong , et al . Research on virtualization-based cloud simulation running environment dynamic building technology [J]. Systems Engineering and Electronics , 2012 , 34 ( 3 ): 619 - 624 .
SONG Y K , CHEN Y , YU Z T , et al . CloudPSS: a high-performance power system simulator based on cloud computing [J]. Energy Reports , 2020 , 6 : 1611 - 1618 .
陈国平 , 李柏青 , 李明节 , 等 . 新一代特高压交直流电网仿真平台设计方案 [J]. 电网技术 , 2021 , 45 ( 8 ): 3228 - 3237 .
CHEN Guoping , LI Baiqing , LI Mingjie , et al . New generation UHVAC/DC power grid simulation platform design scheme [J]. Power System Technology , 2021 , 45 ( 8 ): 3228 - 3237 .
DAI R C , LU Y , LIU G Y , et al . Power flow calculation using integrated circuit simulator [C]// 4th Conference on Energy Internet and Energy System Integration , October 30-November 1 , 2020 , Wuhan, China .
陈然一鎏 , 赵犇池 , 宋旨欣 , 等 . 混合量子-经典算法:基础、设计与应用 [J]. 物理学报 , 2021 , 70 ( 21 ): 210302 .
CHEN Ranyiliu , ZHAO Benchi , SONG Zhixin , et al . Hybrid quantum-classical algorithms: foundation, design and applications [J]. Acta Physica Sinica , 2021 , 70 ( 21 ): 210302 .
ZANGER B , MENDL C , SCHULZ M , et al . Quantum algorithms for solving ordinary differential [EB/OL]. [ 2022-03-01 ]. https://arxiv.org/abs/2012.09469v1 https://arxiv.org/abs/2012.09469v1 .
郭琦 . 交直流混联电网运行控制实时仿真技术研究 [J]. 南方电网技术 , 2017 , 11 ( 3 ): 59 - 64 .
GUO Qi . Research on real-time simulation technology of operation control of AC & DC hybrid power system [J]. Southern Power System Technology , 2017 , 11 ( 3 ): 59 - 64 .
周俊 . 交直流电网数字物理混合仿真技术的研究 [D]. 武汉 : 华中科技大学 , 2012 .
ZHOU Jun . Study on AC/DC power system digital and physical hybrid simulation [D]. Wuhan : Huazhong University of Science and Technology , 2012 .
朱旭凯 , 周孝信 , 田芳 , 等 . 基于电力系统全数字实时仿真装置的大电网机电暂态-电磁暂态混合仿真 [J]. 电网技术 , 2011 , 35 ( 3 ): 26 - 31 .
ZHU Xukai , ZHOU Xiaoxin , TIAN Fang , et al . Hybrid electromechanical-electromagnetic simulation to transient process of large-scale power grid on the basis of ADPSS [J]. Power System Technology , 2011 , 35 ( 3 ): 26 - 31 .
张兴 , 孙艳霞 , 李丽娜 , 等 . 风电机组电磁暂态建模及验证 [J]. 中国电力 , 2020 , 53 ( 7 ): 106 - 112 .
ZHANG Xing , SUN Yanxia , LI Lina , et al . Electromagnetic transient modelling and verifying of wind turbine generator [J]. Electric Power , 2020 , 53 ( 7 ): 106 - 112 .
杨林超 . 大规模交直流系统动态等值和RTDS快速建模方法研究 [D]. 杭州 : 浙江大学 , 2020 .
YANG Linchao . Research on dynamic equivalent and rapid RTDS modeling method for large-scale AC/DC power systems [D]. Hangzhou : Zhejiang University , 2020 .
沈沉 , 贾孟硕 , 陈颖 , 等 . 能源互联网数字孪生及其应用 [J]. 全球能源互联网 , 2020 , 3 ( 1 ): 1 - 13 .
SHEN Chen , JIA Mengshuo , CHEN Ying , et al . Digital twin of the energy internet and its application [J]. Journal of Global Energy Interconnection , 2020 , 3 ( 1 ): 1 - 13 .
0
Views
0
下载量
53
CSCD
Publicity Resources
Related Articles
Related Author
Related Institution
京公网安备11010802024621