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Ultra-high harmonic detection device and detection method based on compressed sensing

A technology of compressed sensing and detection devices, applied to measuring devices, measuring electrical variables, instruments, etc., can solve the problems of harmonic measurement times not greater than 50, difficult storage, low transmission efficiency, etc., to reduce the sampling frequency and number of sampling points , Improve the reconstruction accuracy and reduce the effect of interference

Inactive Publication Date: 2019-01-08
SHAANXI UNIV OF SCI & TECH
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AI Technical Summary

Problems solved by technology

[0003] At present, the harmonic measurement order of the mainstream harmonic measuring instruments in the market is not more than 50 times, and the anti-spectrum aliasing circuit of the instrument makes it impossible to measure harmonic components greater than 50 times
According to the Nyquist sampling theorem, in order to meet the measurement of ultra-high-order harmonics, the measurement times of harmonic measuring instruments are required to be greater than 100 times, which affects the ADC sampling rate, sampling number, and anti-aliasing filter order of the measuring instrument and cut-off frequency put forward higher requirements, increasing the cost of hardware implementation of harmonic measuring instruments
At the same time, real-time and high-speed sampling can easily lead to the generation of massive data, further causing a series of problems such as large amount of data calculation, difficult storage, and low transmission efficiency.

Method used

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  • Ultra-high harmonic detection device and detection method based on compressed sensing
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  • Ultra-high harmonic detection device and detection method based on compressed sensing

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Embodiment 1

[0084] The purpose of this embodiment is to clearly illustrate the influence of the phase deviation on the signal reconstruction accuracy and the influence of the passband cut-off frequency of the low-pass filter on the signal reconstruction accuracy. refer to image 3 , CLK_m is the driving clock that generates the pseudo-random sequence, p c (t) is the generated pseudo-random sequence, CLK_AD is a low-speed sampling clock with a phase deviation of 0, and its change frequency is 1 / 5 of the driving clock frequency. At this time, the first value sampled is the initial moment of the pseudo-random sequence The first value, and sequentially sampled at intervals of 5 driving clock cycles, such as image 3 Shown by the red curve. When there is no phase deviation, the pseudo-random sequence matrix P and low-speed sampling matrix B constructed during reconstruction are as follows:

[0085] P=diag(p c (0),p c (1),...,p c (N-1))

[0086]

[0087] CLD_AD1 is a low-speed samplin...

Embodiment 2

[0092]In this embodiment, a signal generator is used to simulate the signal generated in the actual power distribution network, which contains harmonic signals of power frequency 50Hz and 1kHz. use figure 1 , 2 The detection method and implementation scheme proposed by the present invention are shown, and a set of test platform based on virtual instruments is built. The multiplier of the platform is AD835, the high-pass filter and low-pass filter are UAF42 active filters, the multi-function data acquisition card is NI ELVIS II, and the PC is Intel(R) Core(TM) i7-4500U. The cut-off frequency of the high-pass filter is set to 800Hz, the cut-off frequency of the low-pass filter is set to 1kHZ, the drive clock of the random sequence is set to 10kHz, the low-speed sampling frequency is set to 2kHz, the acquisition time length is 0.1s, the number of sampling points is 200, and the compression sampling The ratio is 20%, the trigger source of the AO channel is set to be valid on the...

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Abstract

The invention provides an ultra-high harmonic detection device and detection method based on compressed sensing. A sensing circuit is installed on a measurement end of a power distribution network, asignal outputted by the sensing circuit passes through a high-pass filter at first, then is mixed with a pseudo-random sequence outputted by a D / A module of a multifunctional data collection card andis sent to a low-pass filter, low-speed sampling of the signal is realized by an A / D module of the multifunctional data collection card, and finally, the signal is uploaded by a USB bus to an upper computer to complete the reconstruction and display of the signal. The high-pass filter is designed to be adjustable in gain and can also condition the signal in addition to filtering the power frequency and other low-frequency signal interference. The low-pass filter is designed to be achieve adjustable in cut-off frequency, and then variable compression ratio detection can be realized. A synchronous trigger module of the multifunctional data collection card can achieve D / A and A / D synchronization, and construct an observation matrix with a phase deviation of 0 to improve the reconstruction precision. The ultra-high harmonic detection device and detection method provided by the invention have the distinct advantages of greatly reducing the sampling frequency and the number of sampling points of a measurement device while ensuring that ultra-high harmonics and the spectral reconstruction thereof are correct.

Description

technical field [0001] The present invention relates to compressed sensing and harmonic detection, in particular to an ultra-high harmonic detection device and detection method based on compressed sensing. Background technique [0002] As an important infrastructure for economic and social development, distribution network plays a key role in realizing the strategic goals of smart grid and energy internet. Ultra-high harmonics are a new type of power quality problem derived from my country's new generation of intelligent distribution network, which will bring many adverse effects to electrical equipment and communications in the distribution network, and have attracted great attention from industry and academia. In June 2017, CIRED, an international power supply conference, specially set up innovation forums and technical lectures for ultra-high harmonic issues. [0003] At present, the harmonic measurement order of the mainstream harmonic measuring instruments in the marke...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G01R23/165
CPCG01R23/165
Inventor 刘嫣汤伟王素娥刘宝泉
Owner SHAANXI UNIV OF SCI & TECH
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