CN104880608A - Cable dielectric loss sweep frequency test method based on correlational analysis method - Google Patents
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Abstract
本发明基于相关分析法的电缆介损扫频测试方法属于介质损耗测量相关技术领域,涉及一种基于相关分析法的电缆介损扫频测量方法。该方法采用基于相关分析法的介损测量算法以及基于DDS技术的扫频信号发生技术,先制作扫频模块,扫频模块由键盘输入模块、液晶显示模块、单片机主控模块、扫频信号发生芯片、晶振和低通滤波电路构成。将键盘输入模块、液晶显示模块与单片机主控模块相连接,单片机主控模块接收人工输入值并显示系统运行状态,从而实现人机交互的功能。本发明采用基于相关分析法的介损测量算法,实现了精确的数字化测量,克服固定频率测量繁琐、费时、频率干扰等缺陷。本发明性价比高,实用性强。
The invention relates to a frequency sweep test method for cable dielectric loss based on a correlation analysis method, which belongs to the technical field of dielectric loss measurement and relates to a frequency sweep test method for cable dielectric loss based on a correlation analysis method. The method adopts the dielectric loss measurement algorithm based on the correlation analysis method and the frequency sweep signal generation technology based on DDS technology. Firstly, the frequency sweep module is made. Chip, crystal oscillator and low-pass filter circuit. Connect the keyboard input module, liquid crystal display module and the main control module of the single-chip microcomputer, and the main control module of the single-chip microcomputer receives the manual input value and displays the operating state of the system, so as to realize the function of human-computer interaction. The invention adopts a dielectric loss measurement algorithm based on a correlation analysis method, realizes accurate digital measurement, and overcomes defects such as cumbersome, time-consuming, and frequency interference in fixed-frequency measurement. The invention has high cost performance and strong practicability.
Description
技术领域technical field
本发明属于介质损耗测量相关技术领域,涉及一种基于相关分析法的电缆介损扫频测量方法。The invention belongs to the technical field related to dielectric loss measurement, and relates to a frequency sweep measurement method for cable dielectric loss based on a correlation analysis method.
背景技术Background technique
随着电子技术及状态检测技术的快速发展,介质损耗在线检测的检测方法变得多种多样。在传统的介质损耗检测方法的基础上,结合数字信号处理技术,新的介损检测方法更加智能和精确。国内的介质损耗因数检测仪器多是在固定频率下测量的,固定频率测量繁琐、费时,而且不直观,测量点之间的谐振现象和网络特性的突变点时常会被忽略。因而,检测不够精确。例如过零比较法由于谐波干扰等其它一些误差因素,有时对测量结果的影响非常大,从而使此种方法在高精度相位差检测中的应用受到了限制。采用DFT算法时,如果采样点数较少,窗口的截断误差和栅栏效应影响很大。With the rapid development of electronic technology and state detection technology, the detection methods of on-line dielectric loss detection have become various. Based on the traditional dielectric loss detection method, combined with digital signal processing technology, the new dielectric loss detection method is more intelligent and accurate. Domestic dielectric loss factor testing instruments are mostly measured at a fixed frequency. The fixed frequency measurement is cumbersome, time-consuming, and not intuitive. The resonance phenomenon between the measurement points and the sudden change point of the network characteristics are often ignored. Therefore, the detection is not precise enough. For example, due to other error factors such as harmonic interference, the zero-crossing comparison method sometimes has a great influence on the measurement results, which limits the application of this method in high-precision phase difference detection. When using the DFT algorithm, if the number of sampling points is small, the truncation error of the window and the fence effect will have a great influence.
发明内容Contents of the invention
本发明为了克服现有技术存在的缺陷,发明了一种基于相关分析法的电缆介损扫频测量方法。该方法采用基于相关分析法的介损测量算法以及基于DDS技术的扫频信号发生技术,通过扫频模块、电流放大器、AD转换模块,并采用基于相关分析法的介损测量算法,实现了更精确的数字化测量,并克服固定频率测量的繁琐、费时、频率干扰等缺陷。In order to overcome the defects in the prior art, the present invention invents a frequency sweep measurement method for cable dielectric loss based on a correlation analysis method. This method adopts the dielectric loss measurement algorithm based on the correlation analysis method and the frequency sweep signal generation technology based on the DDS technology, through the frequency sweep module, the current amplifier, and the AD conversion module, and adopts the dielectric loss measurement algorithm based on the correlation analysis method to achieve a more accurate Accurate digital measurement, and overcome the cumbersome, time-consuming, frequency interference and other defects of fixed frequency measurement.
本发明采用的技术方案是基于相关分析法的电缆介损扫频测试方法,其特征是,该方法采用基于相关分析法的介损测量算法以及基于DDS技术的扫频信号发生技术;本发明的具体步骤如下:The technical scheme that the present invention adopts is the cable dielectric loss sweep frequency testing method based on the correlation analysis method, and it is characterized in that, the method adopts the dielectric loss measurement algorithm based on the correlation analysis method and the frequency sweep signal generation technology based on the DDS technology; the present invention Specific steps are as follows:
(1)制作扫频模块(1) Make frequency sweep module
扫频模块由键盘输入模块、液晶显示模块、单片机主控模块、扫频信号发生芯片、晶振和低通滤波电路构成;将键盘输入模块、液晶显示模块与单片机主控模块相连接,单片机主控模块接收人工输入值并显示系统运行状态,从而实现人机交互的功能;再将单片机主控模块与扫频信号发生芯片连接,控制扫频信号的频率以及相位;扫频信号发生芯片外接晶振,由晶振提供时钟信号;扫频信号发生芯片同时连接低通滤波电路,从而获得干净的扫频信号;The frequency sweeping module is composed of a keyboard input module, a liquid crystal display module, a main control module of a single-chip microcomputer, a frequency sweep signal generation chip, a crystal oscillator and a low-pass filter circuit; The module receives the manual input value and displays the operating status of the system, so as to realize the function of human-computer interaction; then connect the main control module of the single-chip microcomputer with the frequency sweep signal generation chip to control the frequency and phase of the frequency sweep signal; the frequency sweep signal generation chip is connected with a crystal oscillator, The clock signal is provided by the crystal oscillator; the frequency sweep signal generator chip is connected to the low-pass filter circuit at the same time, so as to obtain a clean frequency sweep signal;
(2)单片机主控模块将扫频控制字输出给扫频信号发生芯片控制输出信号的频率,其中频率控制字计算过程如下:(2) The main control module of the single-chip microcomputer outputs the frequency sweep control word to the frequency sweep signal generation chip to control the frequency of the output signal, and the calculation process of the frequency control word is as follows:
系统输出频率为:The system output frequency is:
fout=(fr×W)/232 (1)f out =(f r ×W)/2 32 (1)
其中,fout为输出频率,fr为参考时钟频率,W为相应的十进制频率控制字;Among them, f out is the output frequency, f r is the reference clock frequency, and W is the corresponding decimal frequency control word;
频率控制字的计算公式为:The calculation formula of the frequency control word is:
W=232×fout/fr (2)W=2 32 ×f out /f r (2)
由于采用32位相位累加器,则输出信号分辨率为:Since a 32-bit phase accumulator is used, the output signal resolution is:
Δfout=fr/232 (3)Δf out = f r /2 32 (3)
(3)将扫频模块输出的扫频信号进行电压放大;本发明中的电压放大器是一个复合式放大器,由直流电源供电,电压放大器输出的电压加载于被测电缆;再对被测电缆的电流信号进行放大,之后由AD转换模块采样电缆的电压以及放大后的电流信号;(3) Carry out voltage amplification to the frequency sweep signal that frequency sweep module outputs; Voltage amplifier among the present invention is a compound type amplifier, is powered by DC power supply, and the voltage of voltage amplifier output is loaded on tested cable; The current signal is amplified, and then the voltage of the cable and the amplified current signal are sampled by the AD conversion module;
(4)对上一步采样的电压电流信号输送给算法处理单元进行基于相关分析法的介损计算;具体计算过程如下:(4) Send the voltage and current signals sampled in the previous step to the algorithm processing unit for dielectric loss calculation based on the correlation analysis method; the specific calculation process is as follows:
电压与电流表达式:Voltage and current expressions:
其中,u(t)和i(t)分别为电压与电流,Um和Im分别为电压与电流幅值,ω为电压电流的频率,θ为电压电流的相位差;Among them, u(t) and i(t) are the voltage and current respectively, U m and I m are the voltage and current amplitudes respectively, ω is the frequency of the voltage and current, and θ is the phase difference of the voltage and current;
波形无延时,其电压自相关函数为:The waveform has no delay, and its voltage autocorrelation function is:
式中,T为基波周期,Ru(0)为电压自相关,τ为采样时差,Ur为电压有效值;In the formula, T is the fundamental wave period, R u (0) is the voltage autocorrelation, τ is the sampling time difference, and U r is the effective value of the voltage;
同理,电流自相关函数为:Similarly, the current autocorrelation function is:
式中,Ri(0)为电流自相关,Ir为电流有效值;In the formula, R i (0) is the current autocorrelation, and I r is the effective value of the current;
电流与电压互相关函数为:The cross-correlation function of current and voltage is:
其中,Riu(0)为电压与电流的互相关;则电流与电压的夹角为:Among them, R iu (0) is the mutual correlation between voltage and current; then the angle between current and voltage is:
介质损耗角为:The dielectric loss angle is:
(5)待测的电压、电流信号中除了基波信号以外还存在直流和高阶奇次谐波谐波分量,对介质损耗测量形成干扰,要克服这些干扰就需要对基波进行提取;采用小波多分辨分析的方式提取信号的基波分量;通过用小波分析方法处理信号的结果与理论结果的误差来判定小波基函数的好坏,由此决定小波基函数;本发明选择Daubechies 5阶小波(简称db5小波);(5) In addition to the fundamental wave signal, there are DC and high-order odd harmonic harmonic components in the voltage and current signals to be measured, which form interference to the dielectric loss measurement. To overcome these interferences, it is necessary to extract the fundamental wave; The mode of wavelet multi-resolution analysis extracts the fundamental wave component of signal; By using wavelet analysis method to process the result of signal and the error of theoretical result to judge the quality of wavelet basis function, thus determine wavelet basis function; The present invention selects Daubechies 5 order wavelet (referred to as db5 wavelet);
(6)进行电缆介损扫频测试;开启系统电源,通过键盘输入扫频频率,启动测试,扫频模块产生扫频信号,电压放大器对扫频信号进行电压放大,放大后的电压加载于被测电缆,被测电缆的电流经电流放大器放大后被AD转换模块采样,AD转换模块同时采样被测电缆的电压信号,采样的电压电流信号送给算法处理单元由算法处理单元进行基于相关分析法的介损计算,并绘制出介质损耗频谱图,待测试完毕关闭系统电源。(6) Carry out the cable dielectric loss frequency sweep test; turn on the system power supply, input the sweep frequency through the keyboard, start the test, the frequency sweep module generates the sweep signal, the voltage amplifier amplifies the voltage of the sweep signal, and the amplified voltage is loaded on The measured cable, the current of the tested cable is amplified by the current amplifier and then sampled by the AD conversion module. The AD conversion module samples the voltage signal of the tested cable at the same time, and the sampled voltage and current signals are sent to the algorithm processing unit, which is based on the correlation analysis method. Calculate the dielectric loss, and draw the dielectric loss spectrum, and turn off the system power after the test is completed.
本发明的有益效果是可以实现高精度的扫频信号输出,具有一定的带载能力,性价比高,实用性强。The beneficial effect of the invention is that it can realize high-precision frequency sweep signal output, has a certain load capacity, is cost-effective, and has strong practicability.
附图说明Description of drawings
图1是扫频模块的构成简图。Figure 1 is a schematic diagram of the frequency sweep module.
图2是电缆测试接线图,其中,1为电缆导芯,2为导电布。Figure 2 is a cable test wiring diagram, where 1 is the cable guide core, and 2 is the conductive cloth.
图3是介损频谱图,横坐标轴表示频率,纵坐标轴表示介损值,曲线表示被测电缆的介损随频率的变化趋势。Figure 3 is a dielectric loss spectrum diagram, the axis of abscissa represents the frequency, the axis of ordinate represents the value of dielectric loss, and the curve represents the variation trend of the dielectric loss of the tested cable with frequency.
具体实施方式Detailed ways
下面结合技术方案和附图详细说明本发明的具体实施,图1是扫频模块的构成简图。本发明选用AD9850和C8051F340单片机设计了一个扫频模块。该扫频模块由键盘输入模块、液晶显示模块、单片机主控模块、扫频信号发生芯片、晶振和低通滤波电路构成;扫频模块能够产生0.1Hz到1kHz频率范围内任意频段的扫频,可以实现低频下高精度扫频输出,其频率分辨率为0.01Hz,输出低电压为2V,通过低通滤波和电压放大模块可以实现高于100V的电压输出。The specific implementation of the present invention will be described in detail below in conjunction with the technical solutions and accompanying drawings. FIG. 1 is a schematic diagram of the frequency sweep module. The present invention selects AD9850 and C8051F340 single-chip microcomputer to design a frequency-sweeping module. The frequency sweep module is composed of a keyboard input module, a liquid crystal display module, a single-chip microcomputer main control module, a frequency sweep signal generation chip, a crystal oscillator and a low-pass filter circuit; It can realize high-precision frequency sweep output at low frequency, its frequency resolution is 0.01Hz, and the output low voltage is 2V. Through low-pass filtering and voltage amplification module, voltage output higher than 100V can be realized.
将放大的信号加载于电缆,由于通过电缆的电流很小,需要在AD采样前对电流进行放大,采样后的信号送给算法处理单元,进行基于相关分析法的数字化测量,从而得到介质损耗值,再将测得值绘制成介损频谱图。The amplified signal is loaded on the cable. Since the current passing through the cable is very small, the current needs to be amplified before AD sampling. The sampled signal is sent to the algorithm processing unit for digital measurement based on the correlation analysis method to obtain the dielectric loss value. , and then draw the measured value into a dielectric loss spectrum diagram.
电缆介损扫频测试方法的具体步骤如下:The specific steps of the cable dielectric loss frequency sweep test method are as follows:
(1)制造扫频模块(1) Manufacture frequency sweep module
扫频模块中选用AD9850作为扫频信号发生芯片,外接有源晶振为AD9850提供基准时钟信号。如图1所示,单片机C8051F340将扫频控制字输出给AD9850控制输出信号的频率,电源引脚加入旁路电容滤去高频谐波,芯片产生的信号经过低通滤波后输出符合频率要求的扫频信号,低通滤波电路采用5阶椭圆滤波电路,同时单片机C8051F340连接键盘输入模块以及液晶显示模块,接收人工输入值并显示系统运行状态,从而实现人机交互的功能;AD9850 is selected as the frequency sweep signal generation chip in the frequency sweep module, and an external active crystal oscillator is used to provide a reference clock signal for AD9850. As shown in Figure 1, the single-chip microcomputer C8051F340 outputs the frequency sweep control word to the AD9850 to control the frequency of the output signal, the power supply pin is added with a bypass capacitor to filter out high-frequency harmonics, and the signal generated by the chip is low-pass filtered and then output to meet the frequency requirements Sweep frequency signal, low-pass filter circuit adopts 5th-order elliptic filter circuit, and single-chip computer C8051F340 is connected to keyboard input module and liquid crystal display module to receive manual input value and display system operation status, so as to realize the function of human-computer interaction;
根据设计指标可知,频率分辨率为0.01Hz,由式(1)(2)(3)计算得到参考时钟频率fr<42.94MHz,取fr为40MHz。According to the design index, the frequency resolution is 0.01Hz, and the reference clock frequency f r <42.94MHz is calculated by formula (1)(2)(3), and f r is taken as 40MHz.
该扫频模块能够产生0.1Hz到1kHz频率范围内任意频段的扫频,可以实现低频下高精度扫频输出,其频率分辨率为0.01HzThe frequency sweep module can generate frequency sweep of any frequency band within the frequency range of 0.1Hz to 1kHz, and can realize high-precision frequency sweep output at low frequency, and its frequency resolution is 0.01Hz
(2)将扫频模块输出的扫频信号进行电压放大;本发明中的电压放大器由直流电源供电,采用OP07和PA340组成复合式放大器,这样输入失调电压就由前置放大器OP07决定。通过在该电源中设定PA340的闭环放大倍数,OP07与PA340串联,来达到符合要求的交流输出。在初始设计中,AD9850输出电压幅值为2V,经过电压放大模块之后即可实现正负100V以上的交流输出。(2) Voltage amplifies the frequency sweep signal output by the frequency sweep module; the voltage amplifier in the present invention is powered by a DC power supply, and OP07 and PA340 are used to form a composite amplifier, so that the input offset voltage is determined by the preamplifier OP07. By setting the closed-loop magnification of PA340 in the power supply, OP07 is connected in series with PA340 to achieve the required AC output. In the initial design, the output voltage amplitude of the AD9850 is 2V, and the AC output of plus or minus 100V can be realized after passing through the voltage amplification module.
电压放大器输出的电压加载于被测电缆;再对被测电缆的电流信号进行放大,之后由AD转换模块采样电缆的电压以及放大后的电流信号;AD采样模块选用24位高精度A/D转换芯片ADS1241,晶振为2.4576MHz,采用4线方式与单片机连接,供电电压为3.3V,参考电压为2.5V。The voltage output by the voltage amplifier is loaded on the tested cable; then the current signal of the tested cable is amplified, and then the voltage of the cable and the amplified current signal are sampled by the AD conversion module; the AD sampling module uses 24-bit high-precision A/D conversion The chip is ADS1241, the crystal oscillator is 2.4576MHz, and it is connected to the single-chip microcomputer by 4-wire mode. The power supply voltage is 3.3V, and the reference voltage is 2.5V.
(3)对上述采样的电压电流信号进行基于相关分析法的介损计算,具体计算过程按公式(4)~(9)进行;(3) Carry out dielectric loss calculation based on the correlation analysis method for the above-mentioned sampled voltage and current signals, and the specific calculation process is carried out according to formulas (4) to (9);
(4)由于待测的电压、电流信号中除了基波信号以外还存在直流和高阶奇次谐波谐波分量,对介质损耗测量形成干扰,要克服这些干扰就需要对基波进行提取;采用小波多分辨分析的方式提取信号的基波分量。目前我们主要是通过用小波分析方法处理信号的结果与理论结果的误差来判定小波基函数的好坏,由此决定小波基函数。本发明选择Daubechies 5阶小波。(4) In addition to the fundamental wave signal, there are DC and high-order odd harmonic harmonic components in the voltage and current signals to be measured, which interfere with the dielectric loss measurement. To overcome these interferences, the fundamental wave needs to be extracted; The fundamental component of the signal is extracted by wavelet multi-resolution analysis. At present, we mainly judge the quality of the wavelet basis function by using the wavelet analysis method to process the signal and the error of the theoretical result, so as to determine the wavelet basis function. The present invention selects Daubechies 5th order wavelet.
(5)按上述步骤进行电缆介损扫频测试,并绘制出介质损耗频谱图。电缆测试接线图如图2所示,对被测电缆采用导电布进行缠绕,形成人为设置屏蔽层。测试时开启系统电源,通过键盘输入扫频频率,启动测试,扫频模块产生扫频信号,电压放大器对扫频信号进行电压放大,放大后的电压加载于被测电缆,被测电缆的电流经电流放大器放大后被AD转换模块采样,AD转换模块同时采样被测电缆的电压信号,采样的电压电流信号送给算法处理单元由算法处理单元进行基于相关分析法的介损计算,并绘制出介质损耗频谱图,待测试完毕关闭系统电源。(5) Carry out the cable dielectric loss frequency sweep test according to the above steps, and draw the dielectric loss spectrum diagram. The cable test wiring diagram is shown in Figure 2. The tested cable is wound with conductive cloth to form an artificial shielding layer. Turn on the system power supply during the test, input the sweep frequency through the keyboard, and start the test. The frequency sweep module generates a sweep signal, and the voltage amplifier amplifies the voltage of the sweep signal. After the current amplifier is amplified, it is sampled by the AD conversion module, and the AD conversion module samples the voltage signal of the cable under test at the same time, and the sampled voltage and current signals are sent to the algorithm processing unit, which performs the dielectric loss calculation based on the correlation analysis method, and draws the dielectric loss Loss spectrogram, turn off the system power after the test is completed.
本发明绘制的介损频谱图如图3所示,图中横坐标为测试频率,纵坐标为测得介损,曲线反映了介损随频率的变化趋势,可以看出,随着频率的增大,介损总体呈现变小的趋势。The dielectric loss spectrogram drawn by the present invention is shown in Figure 3, in which the abscissa is the test frequency, and the ordinate is the measured dielectric loss, and the curve reflects the variation trend of the dielectric loss with frequency. Large, the overall dielectric loss tends to become smaller.
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