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基于卡尔曼滤波算法的改进测频算法

Improved Frequency Measurement Algorithm Based on Kalman Filter
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摘要 分析了经典卡尔曼以及其相关的改进算法的跟踪特性,提出了一种利用拉格朗日线性插值的电压过零点法测得电网频率,再经过改进卡尔曼滤波得到高精度频率的测频算法,具有实时、快速跟踪的特点,且频率测量精确度高.最后通过Matlab软件进行实例仿真,验证了该改进算法的可行性. After analyzing the characteristics of the classic Kalman tracking and its improved relative algorithms,a kind of frequency measurement algorithms is put forward,which obtains the grid frequency by the voltage zero-crossing method based on Lagrangian linear interpolation. Then the high accuracy frequency could be obtained by means of the improved Kalman filter algorithm.The improved algorithm is characterized by real-time,fast tracking,and high accuracy. Finally,through Matlab software instance simulation,the feasibility of the improved algorithm is proved.
出处 《上海电力学院学报》 CAS 2015年第3期247-250,254,共5页 Journal of Shanghai University of Electric Power
关键词 频率测量 线性插值 过零点法 卡尔曼滤波器 frequency measurement linear interpolation zero-crossing method Kalman filter
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