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CN108957132A - A kind of Measurement of Harmonics in Power System device and its detection method based on synchronized sampling complete cycle - Google Patents

A kind of Measurement of Harmonics in Power System device and its detection method based on synchronized sampling complete cycle Download PDF

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CN108957132A
CN108957132A CN201811006902.0A CN201811006902A CN108957132A CN 108957132 A CN108957132 A CN 108957132A CN 201811006902 A CN201811006902 A CN 201811006902A CN 108957132 A CN108957132 A CN 108957132A
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贺中桥
刘波
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State Grid Corp of China SGCC
Xuzhou Power Supply Co of Jiangsu Electric Power Co Ltd
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State Grid Corp of China SGCC
Xuzhou Power Supply Co of Jiangsu Electric Power Co Ltd
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    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R23/00Arrangements for measuring frequencies; Arrangements for analysing frequency spectra
    • G01R23/16Spectrum analysis; Fourier analysis

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Abstract

本发明提供一种基于整周期同步采样的电力系统谐波检测装置及其检测方法,所述谐波检测装置包括电流互感器、电压互感器、信号调理电路、A/D转换模块、锁相环倍频电路和信号采集处理模块;所述谐波检测装置通过所述电流互感器和所述电压互感器获取电流、电压信息,通过所述调理电路对检测到的电流、电压信息进行调理再通过所述A/D转换模块转化为数字信号输入所述信号采集处理模块,所述信号采集处理模块能够对电压基波频率以及电流基波频率进行监测、分析计算,进而实现谐波检测功能,并将检测结果进行存储显示。本发明提供一种基于整周期同步采样的电力系统谐波检测装置及其检测方法,有效提高了电力谐波检测的准确性。

The present invention provides a power system harmonic detection device and detection method based on synchronous sampling of the whole cycle. The harmonic detection device includes a current transformer, a voltage transformer, a signal conditioning circuit, an A/D conversion module, and a phase-locked loop. frequency multiplication circuit and signal acquisition and processing module; the harmonic detection device obtains current and voltage information through the current transformer and the voltage transformer, and the detected current and voltage information are conditioned by the conditioning circuit and then passed The A/D conversion module converts digital signals into the signal acquisition and processing module, and the signal acquisition and processing module can monitor, analyze and calculate the voltage fundamental frequency and the current fundamental frequency, and then realize the harmonic detection function, and Store and display the test results. The invention provides a power system harmonic detection device and a detection method based on full cycle synchronous sampling, which effectively improves the accuracy of power harmonic detection.

Description

一种基于整周期同步采样的电力系统谐波检测装置及其检测 方法A power system harmonic detection device based on full cycle synchronous sampling and its detection method

技术领域technical field

本发明属于电力检测技术领域,特别涉及一种基于整周期同步采样的电力系统谐波检测装置及其检测方法。The invention belongs to the technical field of power detection, and in particular relates to a power system harmonic detection device and a detection method based on full-period synchronous sampling.

背景技术Background technique

自从进入电气时代,电力已经是二十一世纪不可或缺的重要能源,随着社会的不断进步和经济的高速发展,人类的生产生活水平都得到了很大的提高,电力系统中各种型号的电机、整流装置、电弧炉和交直流变流设备等非线性负载以及冲击性负载的不断增加,造成公用电网中的电力谐波问题越发严重。这些非线性负载对电力系统的影响的直接表现是电流、电压波形的严重畸变,不仅存在频率与供电电源相同的正弦量,称之为基波分量,还出现了频率是基波分量频率的整数倍的一系列正弦分量,这一系列分量就是电力谐波。Since entering the electrical age, electricity has become an indispensable and important energy source in the 21st century. With the continuous progress of society and the rapid development of economy, human production and living standards have been greatly improved. Various models in the power system Non-linear loads such as electric motors, rectifiers, electric arc furnaces, and AC/DC converters, as well as impact loads continue to increase, resulting in more serious power harmonic problems in public power grids. The direct manifestation of the impact of these nonlinear loads on the power system is the serious distortion of the current and voltage waveforms. Not only the sinusoidal quantity with the same frequency as the power supply, called the fundamental wave component, but also the frequency is an integer of the frequency of the fundamental wave component. times a series of sinusoidal components, this series of components is the power harmonics.

对电力系统来说,谐波污染的严重性不可忽视,它会造成电能的生产、传输和利用的效率降低;它会毫无征兆的就产生一些故障,可能使机器会被烧毁;此外还会严重干扰电力系统中通讯仪器的正常工作等。在电力和电子行业中,电网中的谐波污染的危害性已日益加剧,必须有效分析电网中的谐波含量,依据含量中的数据情况分别选择对应的必要抑制方法。为了确保电网运行的安全性,务必要将谐波控制在安全范围以内,避免谐波危害的产生和扩大。因此,深入地研究电力系统谐波问题,消除谐波污染,把谐波含量控制在允许范围内,对供电系统的安全经济运行,电力系统的保护以及电气设备的安全运行有重大意义。目前电力谐波检测技术频率分辨率不高、易受频谱泄露影响,如何进行改进优化成为电力谐波检测技术的工作之一。For the power system, the seriousness of harmonic pollution cannot be ignored, it will reduce the efficiency of production, transmission and utilization of electric energy; it will cause some failures without warning, which may cause the machine to be burned; Seriously interfere with the normal work of communication equipment in the power system. In the electric power and electronics industry, the harmfulness of harmonic pollution in the power grid has become increasingly serious. It is necessary to effectively analyze the harmonic content in the power grid, and select the corresponding necessary suppression methods according to the data in the content. In order to ensure the safety of power grid operation, it is necessary to control the harmonics within the safe range to avoid the generation and expansion of harmonic hazards. Therefore, it is of great significance for the safe and economic operation of the power supply system, the protection of the power system and the safe operation of electrical equipment to study the harmonic problem of the power system in depth, eliminate the harmonic pollution, and control the harmonic content within the allowable range. At present, the frequency resolution of power harmonic detection technology is not high, and it is easily affected by spectrum leakage. How to improve and optimize it has become one of the tasks of power harmonic detection technology.

发明内容Contents of the invention

本发明提供一种基于整周期同步采样的电力系统谐波检测装置及其检测方法,有效提高了电力谐波检测的准确性。The invention provides a power system harmonic detection device and a detection method based on full cycle synchronous sampling, which effectively improves the accuracy of power harmonic detection.

本发明具体为一种基于整周期同步采样的电力系统谐波检测装置,所述谐波检测装置包括电流互感器、电压互感器、信号调理电路、A/D转换模块、锁相环倍频电路和信号采集处理模块,所述电流互感器和电压互感器的输入端与电网连接,所述电流互感器和电压互感器的输出端均与所述信号调理电路的输入端相连接,所述信号调理电路的输出端与所述A/D转换模块的输入端相连接,所述A/D转换模块的输出端与所述信号采集处理模块输入端相连接,所述锁相环倍频电路的输入端与所述电压互感器的输出端连接,所述锁相环倍频电路的输出端与所述信号采集处理模块相连接;所述谐波检测装置通过所述电流互感器和所述电压互感器获取电流、电压信息,通过所述信号调理电路对检测到的电流、电压信息进行调理再通过所述A/D转换模块转化为数字信号传输至所述信号采集处理模块,所述信号采集处理模块能够对电压基波频率以及电流基波频率进行监测、分析及计算,进而实现谐波检测功能,并将检测结果进行存储显示。The present invention is specifically a power system harmonic detection device based on full cycle synchronous sampling. The harmonic detection device includes a current transformer, a voltage transformer, a signal conditioning circuit, an A/D conversion module, and a phase-locked loop frequency multiplication circuit. and a signal acquisition and processing module, the input terminals of the current transformer and the voltage transformer are connected to the power grid, the output terminals of the current transformer and the voltage transformer are connected with the input terminals of the signal conditioning circuit, and the signal The output end of the conditioning circuit is connected with the input end of the A/D conversion module, the output end of the A/D conversion module is connected with the input end of the signal acquisition and processing module, and the phase-locked loop frequency multiplier circuit The input terminal is connected to the output terminal of the voltage transformer, and the output terminal of the phase-locked loop frequency multiplier circuit is connected to the signal acquisition and processing module; the harmonic detection device passes the current transformer and the voltage transformer The transformer acquires current and voltage information, and the detected current and voltage information are conditioned by the signal conditioning circuit, and then converted into digital signals by the A/D conversion module and transmitted to the signal acquisition and processing module, and the signal acquisition The processing module can monitor, analyze and calculate the voltage fundamental frequency and current fundamental frequency, and then realize the harmonic detection function, and store and display the detection results.

所述信号调理电路包括加法电路和滤波电路,实现对输入信号的调整以达到所述A/D转换模块的工作要求。The signal conditioning circuit includes an adding circuit and a filter circuit to adjust the input signal to meet the working requirements of the A/D conversion module.

所述锁相环倍频电路对被测信号在一个周期内采取等间隔均匀采样的方法,能够实现整周期同步采样,避免信号的采集环节发生频谱泄露的现象;所述锁相环倍频电路采用CD4046芯片作为锁相环,其电源电压范围3~18V、输入阻抗100MΩ,实现一个整周期内的采样频率为128。The phase-locked loop frequency multiplication circuit adopts a method of uniformly sampling the measured signal at equal intervals within one cycle, which can realize synchronous sampling throughout the cycle and avoid the phenomenon of spectrum leakage in the signal acquisition link; the phase-locked loop frequency multiplication circuit The CD4046 chip is used as the phase-locked loop, the power supply voltage range is 3-18V, the input impedance is 100MΩ, and the sampling frequency in a whole cycle is 128.

所述信号采集处理模块能够计算所述电网的三相电流、三相电压、有功功率、无功功率以及谐波畸变率,所述信号采集处理模块包括ARM处理器、存储模块、显示模块和通信模块,所述ARM处理器分别连接到所述存储模块、所述显示模块和所述通信模块;所述ARM处理器采用最小模多重信号分类算法对采集的信号进行分析处理,得到各次谐波的幅值和频率以及它们的参数特性曲线,通过相关的数学计算能够获得所需参数,实现谐波检测功能,进而通过所述存储模块进行存储,通过所述显示模块进行显示,通过所述通信模块实现远程通信。The signal acquisition and processing module can calculate the three-phase current, three-phase voltage, active power, reactive power and harmonic distortion rate of the grid, and the signal acquisition and processing module includes an ARM processor, a storage module, a display module and a communication module, the ARM processor is respectively connected to the storage module, the display module and the communication module; the ARM processor uses the minimum mode multiple signal classification algorithm to analyze and process the collected signal to obtain each harmonic Amplitude and frequency and their parameter characteristic curves, the required parameters can be obtained through relevant mathematical calculations, and the harmonic detection function can be realized, and then stored through the storage module, displayed through the display module, and through the communication The module realizes remote communication.

所述谐波检测装置采用最小模多重信号分类算法进行谐波检测,检测方法包括以下步骤:The harmonic detection device adopts the minimum mode multiple signal classification algorithm to detect harmonics, and the detection method includes the following steps:

步骤一,根据信号采集处理模块输入信号列出离散时间函数Step 1: List the discrete-time functions according to the input signal of the signal acquisition and processing module

所述x(n)为采样信号,所述M为谐波次数,所述bi为第i次谐波的振幅,所述fi第i次谐波频率,所述Δt为采样时间间隔,所述v(n)为白噪声;Said x(n) is a sampling signal, said M is a harmonic order, said b i is the amplitude of the i-th harmonic, said fi is the i -th harmonic frequency, and said Δt is a sampling time interval, Described v (n) is white noise;

步骤二,根据所述离散时间函数建立自相关函数,由所述自相关函数组成自相关矩阵,计算得到自相关矩阵包含信号频率信息的特征值矩阵和对应的空间向量矩阵,所述自相关函数为所述N为采样点数;由(p+1)个rx(m)组成的所述自相关矩阵通过信号向量矩阵ei=[1,exp(j2πfi),···,exp(j2πfip)]T,i=1,2,···,M,计算所述自相关矩阵的特征值矩阵和对应的空间向量矩阵;Step 2, establish an autocorrelation function according to the discrete time function, form an autocorrelation matrix by the autocorrelation function, calculate and obtain an autocorrelation matrix including an eigenvalue matrix of signal frequency information and a corresponding space vector matrix, and the autocorrelation function for The N is the number of sampling points; the autocorrelation matrix composed of (p+1) r x (m) Calculate the eigenvalues of the autocorrelation matrix through the signal vector matrix e i =[1,exp(j2πf i ),···,exp(j2πf i p)] T ,i=1,2,···,M matrix and the corresponding space vector matrix;

步骤三,采用最小描述长度准则根据特征值矩阵确定信号源数目,所述最小描述长度准则所述C为所述特征值的个数,所述所述所述所述λi为第i个所述特征值;所述M就是所求的信号源数目;Step 3, using the minimum description length criterion to determine the number of signal sources according to the eigenvalue matrix, the minimum description length criterion The C is the number of the eigenvalues, the said said The λ i is the i-th eigenvalue; the M is the number of signal sources sought;

步骤四,采用最小模方法对多重信号分类算法的噪声空间向量进行分离和变换修正,得到功率谱分析曲线所述e(ω)=[1,exp(j2πfi),···,exp(j2πfip)]T,所述所述EN为噪声子空间除m以外的其余行,所述m为噪声向量空间的第一行;所述功率谱分析曲线相对平缓,在ω=ωi处呈现尖峰,峰值点处对应的频率即为谐波信号的频率。Step 4: Use the minimum modulus method to separate and transform the noise space vector of the multiple signal classification algorithm to obtain the power spectrum analysis curve The e(ω)=[1,exp(j2πf i ),···,exp(j2πf i p)] T , the The E N is the remaining rows of the noise subspace except m, and the m is the first row of the noise vector space; the power spectrum analysis curve is relatively gentle, and there is a peak at ω= ωi , and the corresponding Frequency is the frequency of the harmonic signal.

附图说明Description of drawings

图1为本发明一种基于整周期同步采样的电力系统谐波检测装置的结构示意图。FIG. 1 is a schematic structural diagram of a power system harmonic detection device based on full-period synchronous sampling according to the present invention.

具体实施方式Detailed ways

下面结合附图对本发明一种基于整周期同步采样的电力系统谐波检测装置及检测方法的具体实施方式做详细阐述。A specific implementation of a power system harmonic detection device and detection method based on full-period synchronous sampling according to the present invention will be described in detail below in conjunction with the accompanying drawings.

如图1所示,本发明的谐波检测装置包括电流互感器、电压互感器、信号调理电路、A/D转换模块、锁相环倍频电路和信号采集处理模块,所述电流互感器和电压互感器的输入端与电网连接,所述电流互感器和电压互感器的输出端均与所述信号调理电路的输入端相连接,所述信号调理电路的输出端与所述A/D转换模块的输入端相连接,所述A/D转换模块的输出端与所述信号采集处理模块输入端相连接,所述锁相环倍频电路的输入端与所述电压互感器的输出端连接,所述锁相环倍频电路的输出端与所述信号采集处理模块相连接;所述谐波检测装置通过所述电流互感器和所述电压互感器获取电流、电压信息,通过所述信号调理电路对检测到的电流、电压信息进行调理再通过所述A/D转换模块转化为数字信号传输至所述信号采集处理模块,所述信号采集处理模块能够对电压基波频率以及电流基波频率进行监测、分析及计算,进而实现谐波检测功能,并将检测结果进行存储显示。As shown in Figure 1, the harmonic detection device of the present invention comprises a current transformer, a voltage transformer, a signal conditioning circuit, an A/D conversion module, a phase-locked loop frequency multiplication circuit and a signal acquisition and processing module, the current transformer and The input end of the voltage transformer is connected to the grid, the output ends of the current transformer and the voltage transformer are connected to the input end of the signal conditioning circuit, and the output end of the signal conditioning circuit is connected to the A/D conversion The input end of the module is connected, the output end of the A/D conversion module is connected with the input end of the signal acquisition and processing module, and the input end of the phase-locked loop frequency multiplication circuit is connected with the output end of the voltage transformer , the output end of the phase-locked loop frequency multiplier circuit is connected to the signal acquisition and processing module; the harmonic detection device obtains current and voltage information through the current transformer and the voltage transformer, and passes the signal The conditioning circuit adjusts the detected current and voltage information, and then converts it into a digital signal through the A/D conversion module and transmits it to the signal acquisition and processing module. The frequency is monitored, analyzed and calculated, and then the harmonic detection function is realized, and the detection results are stored and displayed.

所述信号调理电路包括加法电路和滤波电路,实现对输入信号的调整以达到所述A/D转换模块的工作要求。The signal conditioning circuit includes an adding circuit and a filter circuit to adjust the input signal to meet the working requirements of the A/D conversion module.

所述锁相环倍频电路对被测信号在一个周期内采取等间隔均匀采样的方法,能够实现整周期同步采样,避免信号的采集环节发生频谱泄露的现象;所述锁相环倍频电路采用CD4046芯片作为锁相环,其电源电压范围3~18V、输入阻抗100MΩ,实现一个整周期内的采样频率为128。The phase-locked loop frequency multiplication circuit adopts a method of uniformly sampling the measured signal at equal intervals within one cycle, which can realize synchronous sampling throughout the cycle and avoid the phenomenon of spectrum leakage in the signal acquisition link; the phase-locked loop frequency multiplication circuit The CD4046 chip is used as the phase-locked loop, the power supply voltage range is 3-18V, the input impedance is 100MΩ, and the sampling frequency in a whole cycle is 128.

所述信号采集处理模块能够计算所述电网的三相电流、三相电压、有功功率、无功功率以及谐波畸变率,所述信号采集处理模块包括ARM处理器、存储模块、显示模块和通信模块,所述ARM处理器分别连接到所述存储模块、所述显示模块和所述通信模块;所述ARM处理器采用最小模多重信号分类算法对采集的信号进行分析处理,得到各次谐波的幅值和频率以及它们的参数特性曲线,通过相关的数学计算能够获得所需参数,实现谐波检测功能,进而通过所述存储模块进行存储,通过所述显示模块进行显示,通过所述通信模块实现远程通信。The signal acquisition and processing module can calculate the three-phase current, three-phase voltage, active power, reactive power and harmonic distortion rate of the grid, and the signal acquisition and processing module includes an ARM processor, a storage module, a display module and a communication module, the ARM processor is respectively connected to the storage module, the display module and the communication module; the ARM processor uses the minimum mode multiple signal classification algorithm to analyze and process the collected signal to obtain each harmonic Amplitude and frequency and their parameter characteristic curves, the required parameters can be obtained through relevant mathematical calculations, and the harmonic detection function can be realized, and then stored through the storage module, displayed through the display module, and through the communication The module realizes remote communication.

所述谐波检测装置采用最小模多重信号分类算法进行谐波检测,检测方法包括以下步骤:The harmonic detection device adopts the minimum mode multiple signal classification algorithm to detect harmonics, and the detection method includes the following steps:

步骤一,根据信号采集处理模块输入信号列出离散时间函数Step 1: List the discrete-time functions according to the input signal of the signal acquisition and processing module

所述x(n)为采样信号,所述M为谐波次数,所述bi为第i次谐波的振幅,所述fi第i次谐波频率,所述Δt为采样时间间隔,所述v(n)为白噪声;Said x(n) is a sampling signal, said M is a harmonic order, said b i is the amplitude of the i-th harmonic, said fi is the i -th harmonic frequency, and said Δt is a sampling time interval, Described v (n) is white noise;

步骤二,根据所述离散时间函数建立自相关函数,由所述自相关函数组成自相关矩阵,计算得到自相关矩阵包含信号频率信息的特征值矩阵和对应的空间向量矩阵,所述自相关函数为所述N为采样点数;由(p+1)个rx(m)组成的所述自相关矩阵通过信号向量矩阵ei=[1,exp(j2πfi),···,exp(j2πfip)]T,i=1,2,···,M,计算所述自相关矩阵的特征值矩阵和对应的空间向量矩阵;Step 2, establish an autocorrelation function according to the discrete time function, form an autocorrelation matrix by the autocorrelation function, calculate and obtain an autocorrelation matrix including an eigenvalue matrix of signal frequency information and a corresponding space vector matrix, and the autocorrelation function for The N is the number of sampling points; the autocorrelation matrix composed of (p+1) r x (m) Calculate the eigenvalues of the autocorrelation matrix through the signal vector matrix e i =[1,exp(j2πf i ),···,exp(j2πf i p)] T ,i=1,2,···,M matrix and the corresponding space vector matrix;

步骤三,采用最小描述长度准则根据特征值矩阵确定信号源数目,所述最小描述长度准则所述C为所述特征值的个数,所述所述所述所述λi为第i个所述特征值;所述M就是所求的信号源数目;Step 3, using the minimum description length criterion to determine the number of signal sources according to the eigenvalue matrix, the minimum description length criterion The C is the number of the eigenvalues, the said said The λ i is the i-th eigenvalue; the M is the number of signal sources sought;

步骤四,采用最小模方法对多重信号分类算法的噪声空间向量进行分离和变换修正,得到功率谱分析曲线所述e(ω)=[1,exp(j2πfi),···,exp(j2πfip)]T,所述所述EN为噪声子空间除m以外的其余行,所述m为噪声向量空间的第一行;所述功率谱分析曲线相对平缓,在ω=ωi处呈现尖峰,峰值点处对应的频率即为谐波信号的频率。Step 4, use the minimum modulus method to separate and transform the noise space vector of the multiple signal classification algorithm, and obtain the power spectrum analysis curve The e(ω)=[1,exp(j2πf i ),···,exp(j2πf i p)] T , the The E N is the remaining rows of the noise subspace except m, and the m is the first row of the noise vector space; the power spectrum analysis curve is relatively gentle, and there is a peak at ω= ωi , and the corresponding Frequency is the frequency of the harmonic signal.

最后应该说明的是,结合上述实施例仅说明本发明的技术方案而非对其限制。所属领域的普通技术人员应当理解到,本领域技术人员可以对本发明的具体实施方式进行修改或者等同替换,但这些修改或变更均在申请待批的权利要求保护范围之中。Finally, it should be noted that the combination of the above embodiments only illustrates the technical solution of the present invention rather than limiting it. Those of ordinary skill in the art should understand that those skilled in the art can modify or equivalently replace the specific embodiments of the present invention, but these modifications or changes are within the protection scope of the pending claims.

Claims (5)

1. a kind of Measurement of Harmonics in Power System device based on synchronized sampling complete cycle, which is characterized in that the harmonic detecting dress It sets including current transformer, voltage transformer, signal conditioning circuit, A/D conversion module, frequency multiplication of phase locked loop circuit and signal acquisition The input terminal of processing module, the current transformer and voltage transformer is connect with power grid, and the current transformer and voltage are mutual The output end of sensor is connected with the input terminal of the signal conditioning circuit, the output end of the signal conditioning circuit with it is described The input terminal of A/D conversion module is connected, the output end of the A/D conversion module and the signal acquisition process module input terminal It is connected, the input terminal of the frequency multiplication of phase locked loop circuit is connect with the output end of the voltage transformer, the frequency multiplication of phase locked loop The output end of circuit is connected with the signal acquisition process module;The harmonic measurement device by the current transformer and The voltage transformer obtains electric current, information of voltage, by the signal conditioning circuit to detect electric current, information of voltage into Row conditioning is converted into digital data transmission to the signal acquisition process module, the signal by the A/D conversion module again Acquisition processing module can be monitored, analyze and calculate to voltage fundamental frequency and current first harmonics frequency, and then realize humorous Wave detection function, and will test result and carry out storage and show.
2. a kind of Measurement of Harmonics in Power System device based on synchronized sampling complete cycle according to claim 1, feature It is, the signal conditioning circuit includes add circuit and filter circuit, realizes the adjustment to input signal to reach the A/D The job requirement of conversion module.
3. a kind of Measurement of Harmonics in Power System device based on synchronized sampling complete cycle according to claim 1, feature It is, the method that the frequency multiplication of phase locked loop circuit takes in one cycle measured signal uniform sampling at equal intervals, Neng Goushi Existing synchronized sampling complete cycle, avoiding the acquisition link of signal, there is a phenomenon where spectral leakages;The frequency multiplication of phase locked loop circuit uses CD4046 chip realizes adopting in a complete cycle as phaselocked loop, 3~18V of supply voltage range, input impedance 100M Ω Sample frequency is 128.
4. a kind of Measurement of Harmonics in Power System device based on synchronized sampling complete cycle according to claim 1, feature It is, the signal acquisition process module can calculate three-phase current, three-phase voltage, active power, the idle function of the power grid Rate and percent harmonic distortion, the signal acquisition process module include arm processor, memory module, display module and communication mould Block, the arm processor are connected respectively to the memory module, the display module and the communication module;The ARM processing Device is analyzed and processed the signal of acquisition using minimum modulus multiple signal classification algorithm, obtains the amplitude and frequency of each harmonic And their parameter characteristic, required parameter can be obtained by relevant mathematical computations, realizes harmonic detection function, into And stored by the memory module, it is shown, is realized by the communication module long-range by the display module Communication.
5. a kind of Measurement of Harmonics in Power System dress described in any one of -4 based on synchronized sampling complete cycle according to claim 1 The detection method set, which is characterized in that the harmonic measurement device carries out harmonic wave inspection using minimum modulus multiple signal classification algorithm It surveys, detection method includes the following steps:
Step 1 lists discrete time function according to signal acquisition process module input signal N=0,1, N-1, the x (n) is sampled signal, and the M is overtone order, the biFor the amplitude of i-th harmonic wave, The fiI-th harmonic frequency, the Δ t are sampling time interval, and the v (n) is white noise;
Step 2, establishes auto-correlation function according to the discrete time function, forms autocorrelation matrix by the auto-correlation function, The eigenvalue matrix and corresponding space vector matrix that autocorrelation matrix includes signal frequency information, the auto-correlation is calculated Function isThe N is sampling number;By (p+1) a rx(m) the auto-correlation square formed Battle arrayPass through signal vector matrix ei=[1, exp (j2 π fi),···,exp(j2πfip)]T, i=1,2, M calculates the eigenvalue matrix and correspondence of the autocorrelation matrix Space vector matrix;
Step 3 determines number of sources, the minimum description length according to eigenvalue matrix using Minimum description length criterion CriterionThe C is the number of the characteristic value, institute It statesIt is describedIt is describedThe λiFor i-th of characteristic value;Institute Stating M is exactly required number of sources;
Step 4 is separated and is converted amendment using spatial noise vector of the minimum modulus method to multiple signal classification algorithm, Obtain power spectrumanalysis curveK=M+1, p+1, the e (ω)=[1, exp(j2πfi),···,exp(j2πfip)]T, describedThe ENIt is noise subspace in addition to m Remaining row, the m be noise vector space the first row;The power spectrumanalysis curve is relatively gentle, in ω=ωiPlace is in Show spike, corresponding frequency is the frequency of harmonic signal at peak point.
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