A Robust Asynchrophasor in PMU Using Second-Order Kalman Filter

被引:0
|
作者
Alqahtani, Nayef [1 ,2 ]
Alqahtani, Ali [3 ]
机构
[1] Oakland Univ, Sch Engn & Comp Sci, Elect & Comp Engn Dept, Rochester, MI 48326 USA
[2] King Faisal Univ, Al Hasa 31982, Saudi Arabia
[3] Najran Univ, Dept Networks & Commun Engn, Najran 61441, Saudi Arabia
来源
CMC-COMPUTERS MATERIALS & CONTINUA | 2023年 / 74卷 / 02期
关键词
Distributed generation; asynchrophasor; kalman filter; phasor estimation; phasor measurement unit; state variables; mean square error; and signal to noise ratio; PHASOR ESTIMATION;
D O I
10.32604/cmc.2023.026316
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Phasor Measurement Units (PMUs) provide Global Positioning System (GPS) time-stamped synchronized measurements of voltage and cur-rent with the phase angle of the system at certain points along with the grid system. Those synchronized data measurements are extracted in the form of amplitude and phase from various locations of the power grid to monitor and control the power system condition. A PMU device is a crucial part of the power equipment in terms of the cost and operative point of view. However, such ongoing development and improvement to PMUs' principal work are essential to the network operators to enhance the grid quality and the operating expenses. This paper introduces a proposed method that led to low-cost and less complex techniques to optimize the performance of PMU using Second-Order Kalman Filter. It is based on the Asyncrhophasor technique resulting in a phase error minimization when receiving the signal from an access point or from the main access point. The MATLAB model has been created to implement the proposed method in the presence of Gaussian and non-Gaussian. The results have shown the proposed method which is Second -Order Kalman Filter outperforms the existing model. The results were tested using Mean Square Error (MSE). The proposed Second-Order Kalman Filter method has been replaced with a synchronization unit into the PMU structure to clarify the significance of the proposed new PMU.
引用
收藏
页码:2557 / 2573
页数:17
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