参与一次调频的新能源发电并网系统振荡机理分析与参数优化配置
O322%TM132; 为提升新能源并网系统的稳定性,针对关键参数变化对系统振荡现象的影响机理展开研究,并提出参数优化配置方案.首先,建立参与一次调频的典型新能源发电并网系统的状态空间模型,基于特征值分析辨识并网系统中的主导振荡模式.在此基础上,分析了 Jacobian矩阵特征值随系统参数变化的运动轨迹,揭示了系统发生振荡现象的内在机理,并利用灵敏度指标及紧相关因子定量分析了不同参数变化对系统动力学稳定性与频率调节的影响规律,确定影响系统稳定性的关键参数.最后,提出了基于深度Q网络(DQN)算法的新能源一次调频响应参数优化配置方案,并利用国家电网有限公司西北分部实测数据进行仿真验证.仿真结果表...
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| Published in | 西安交通大学学报 Vol. 59; no. 3; pp. 124 - 134 |
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| Main Authors | , , , , , , , |
| Format | Journal Article |
| Language | Chinese |
| Published |
西安交通大学电气工程学院,710049,西安%国家电网有限公司西北分部,710049,西安
01.03.2025
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| Subjects | |
| Online Access | Get full text |
| ISSN | 0253-987X |
| DOI | 10.7652/xjtuxb202503012 |
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| Abstract | O322%TM132; 为提升新能源并网系统的稳定性,针对关键参数变化对系统振荡现象的影响机理展开研究,并提出参数优化配置方案.首先,建立参与一次调频的典型新能源发电并网系统的状态空间模型,基于特征值分析辨识并网系统中的主导振荡模式.在此基础上,分析了 Jacobian矩阵特征值随系统参数变化的运动轨迹,揭示了系统发生振荡现象的内在机理,并利用灵敏度指标及紧相关因子定量分析了不同参数变化对系统动力学稳定性与频率调节的影响规律,确定影响系统稳定性的关键参数.最后,提出了基于深度Q网络(DQN)算法的新能源一次调频响应参数优化配置方案,并利用国家电网有限公司西北分部实测数据进行仿真验证.仿真结果表明:当有功下垂系数增大至0.005 7时,一对共轭复根同时穿越虚轴,即系统发生Hopf分岔而失去稳定性,并开始出现慢尺度振荡现象.上述参数优化方法不仅提高了电网调频能力,而且保障了电网的稳定性. |
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| AbstractList | O322%TM132; 为提升新能源并网系统的稳定性,针对关键参数变化对系统振荡现象的影响机理展开研究,并提出参数优化配置方案.首先,建立参与一次调频的典型新能源发电并网系统的状态空间模型,基于特征值分析辨识并网系统中的主导振荡模式.在此基础上,分析了 Jacobian矩阵特征值随系统参数变化的运动轨迹,揭示了系统发生振荡现象的内在机理,并利用灵敏度指标及紧相关因子定量分析了不同参数变化对系统动力学稳定性与频率调节的影响规律,确定影响系统稳定性的关键参数.最后,提出了基于深度Q网络(DQN)算法的新能源一次调频响应参数优化配置方案,并利用国家电网有限公司西北分部实测数据进行仿真验证.仿真结果表明:当有功下垂系数增大至0.005 7时,一对共轭复根同时穿越虚轴,即系统发生Hopf分岔而失去稳定性,并开始出现慢尺度振荡现象.上述参数优化方法不仅提高了电网调频能力,而且保障了电网的稳定性. |
| Abstract_FL | To improve the stability of new energy grid-connected systems,the oscillation mechanism due to variations in key parameters is investigated and a parameter optimization configuration scheme is proposed.Firstly,a state-space model of a typical new energy generation grid-connected system participating in primary frequency modulation is established,and dominant oscillation modes in the grid-connected systems are identified based on eigenvalue analysis.Subsequently,the motion trajectories of eigenvalues of the Jacobian matrix with changes in system parameters are analyzed to reveal the intrinsic mechanism of system oscillations.Sensitivity indicators and tightly related factors are used for quantitative analysis of the impact of parameter variations on system dynamic stability and frequency modulation,identifying the key parameters affecting system stability.Finally,a parameter optimization configuration scheme for new energy primary frequency response based on the deep Q-network(DQN)algorithm is proposed,and simulation verification is conducted using actual data from the Northwest Branch of State Grid Corporation of China.The simulation results indicate that when the active droop coefficient increases to 0.005 7,a pair of complex conjugate roots simultaneously cross the imaginary axis,leading to a Hopf bifurcation and loss of stability in the system,resulting in the emergence of slow-scale oscillations.The proposed parameter optimization method not only enhances the grid's frequency modulation capability but also ensures grid stability. |
| Author | 别朝红 张浩 程林 霍沛峥 张振宇 柯贤波 栗龙轩 张钢 |
| AuthorAffiliation | 西安交通大学电气工程学院,710049,西安%国家电网有限公司西北分部,710049,西安 |
| AuthorAffiliation_xml | – name: 西安交通大学电气工程学院,710049,西安%国家电网有限公司西北分部,710049,西安 |
| Author_FL | LI Longxuan KE Xianbo ZHANG Gang CHENG Lin ZHANG Hao ZHANG Zhenyu BIE Zhaohong HUO Peizheng |
| Author_FL_xml | – sequence: 1 fullname: ZHANG Zhenyu – sequence: 2 fullname: ZHANG Gang – sequence: 3 fullname: LI Longxuan – sequence: 4 fullname: KE Xianbo – sequence: 5 fullname: CHENG Lin – sequence: 6 fullname: HUO Peizheng – sequence: 7 fullname: ZHANG Hao – sequence: 8 fullname: BIE Zhaohong |
| Author_xml | – sequence: 1 fullname: 张振宇 – sequence: 2 fullname: 张钢 – sequence: 3 fullname: 栗龙轩 – sequence: 4 fullname: 柯贤波 – sequence: 5 fullname: 程林 – sequence: 6 fullname: 霍沛峥 – sequence: 7 fullname: 张浩 – sequence: 8 fullname: 别朝红 |
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| DOI | 10.7652/xjtuxb202503012 |
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| DocumentTitle_FL | Analysis of Oscillation Mechanism and Parameter Optimization Configuration for New Energy Power Generation Grid-Connected System Participating in Primary Frequency Modulation |
| EndPage | 134 |
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| Keywords | bifurcation dynamic stability 分岔 新能源并网系统 参数优化 tightly related factor analysis new energy grid-connected system parameter optimization 紧相关因子分析 动力学稳定性 |
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| Publisher | 西安交通大学电气工程学院,710049,西安%国家电网有限公司西北分部,710049,西安 |
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| Snippet | O322%TM132; 为提升新能源并网系统的稳定性,针对关键参数变化对系统振荡现象的影响机理展开研究,并提出参数优化配置方案.首先,建立参与一次调频的典型新能源发电并网系统的状态空间模型,基于特征值分析辨识并网系统中的主导振荡模式.在此基础上,分析了... |
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| Title | 参与一次调频的新能源发电并网系统振荡机理分析与参数优化配置 |
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