首页|基于变分模态分解与量子衍生算法的电力系统惯量评估

基于变分模态分解与量子衍生算法的电力系统惯量评估

扫码查看
为消除电力系统扰动下频率变化率不一致对等效惯量评估的影响,提高系统等效惯量的评估精度,提出一种基于变分模态分解和量子衍生优化算法的电力系统等效惯量水平评估方法.通过变分模态分解实现对频率曲线的特征提取,利用各台发电机的惯性时间常数作为决策变量,对其进行实数量子编码,构造以发电机摇摆方程为基础的优化目标函数,采用量子混合更新策略对时间常数进行优化,进而实现电力系统惯量辨识,最后,进行多重指标的惯量水平评估.通过红沿河核电 3号机组跳闸事件对辽宁电网实测数据下电网惯量水平进行评估分析,验证了所提方法的有效性.
Inertia Evaluation Method of Power System Based on Variational Mode Decomposition and Quantum Derivative Algorithm
In order to eliminate the influence of inconsistency of frequency change rate on the evaluation of equivalent inertia under pow-er system disturbance and improve the evaluation accuracy of system equivalent inertia,an evaluation method of equivalent inertia level of power system based on variational modal decomposition and quantum derivative optimization algorithm is proposed.The feature ex-traction of the frequency curve is realized by variational modal decomposition,and the inertial time constant of each generator is used as the decision variable,the real quantum coding is carried out for it,and the optimization objective function based on the generator rocking equation is constructed.The hybrid update strategy optimizes the time constant,and then realizes the inertia identification of the power system.Finally,the inertia level evaluation of multiple indicators is carried out.Through the trip event of Hongyanhe No.3 nuclear pow-er unit,the power grid inertia level under the measured data of Liaoning power grid is evaluated and analyzed,and the effectiveness of the proposed method is verified.

power systeminertia evaluationvariational mode decompositionquantum derivative algorithmoscillation equation

张强、王超、李欣蔚、钱小毅、杨宏宇、叶鹏

展开 >

国网辽宁省电力有限公司电力科学研究院系统及新能源技术中心,辽宁 沈阳 110006

沈阳工程学院电力学院,辽宁 沈阳 110036

电力系统 惯量评估 变分模态分解 量子衍生算法 摇摆方程

2024

电子器件
东南大学

电子器件

CSTPCD
影响因子:0.569
ISSN:1005-9490
年,卷(期):2024.47(3)