Fast Amplitude Estimation of Harmonics Using Undecimated Wavelet Packet Transform and Its Hardware Implementation

被引:38
|
作者
Tiwari, Vinay K. [1 ]
Umarikar, Amod C. [1 ]
Jain, Trapti [1 ]
机构
[1] IIT Indore, Dept Elect Engn, Indore 453552, Madhya Pradesh, India
关键词
Field-programming gate array (FPGA); finite-impulse response (FIR); multiply accumulate (MAC); root mean square (rms); undecimated wavelet packet transform (UWPT); Xilinx system generator (XSG); HANNING WINDOW; INTERHARMONICS; FILTER;
D O I
10.1109/TIM.2017.2759358
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Accurate and fast estimation of time-varying harmonics are essential requirements for online monitoring, analysis, and control of electrical power system. This paper presents a fast algorithm based on the undecimated wavelet packet transform (UWPT) to estimate the amplitude of fundamental and harmonic components of stationary as well as a time-varying power signal. The UWPT uses only one cycle of the fundamental frequency for precise measurement of time-varying harmonics while their amplitude has been determined accurately utilizing the time-invariant property of the UWPT. The robustness and accuracy of the proposed technique have been investigated on synthetic as well as experimental test signals using MATLAB tool. Further, the UWPT algorithm has also been implemented on the Xilinx Virtex-6 FPGA ML-605 board, using XSG/ISE design suite 14.2 and its performance, in terms of hardware accuracy, resource utilization as well as timing requirements have been tested using the experimental test signal.
引用
收藏
页码:65 / 77
页数:13
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