CN116559565A - A Method for EMU Traction Transformer Winding State Evaluation under Operating Overvoltage - Google Patents

A Method for EMU Traction Transformer Winding State Evaluation under Operating Overvoltage Download PDF

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CN116559565A
CN116559565A CN202310575946.XA CN202310575946A CN116559565A CN 116559565 A CN116559565 A CN 116559565A CN 202310575946 A CN202310575946 A CN 202310575946A CN 116559565 A CN116559565 A CN 116559565A
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traction transformer
winding state
overvoltage
winding
vehicle
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唐惠玲
吴智杰
王家能
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Guangdong University of Technology
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Guangdong University of Technology
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/50Testing of electric apparatus, lines, cables or components for short-circuits, continuity, leakage current or incorrect line connections
    • G01R31/72Testing of electric windings

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  • General Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Power Engineering (AREA)
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Abstract

The vehicle-mounted traction transformer is key power equipment for guaranteeing train operation, the health condition of an internal winding of the vehicle-mounted traction transformer directly determines the stable operation of the motor car, and the motor car can experience operation overvoltage when being started or in passing through phase separation, and contains abundant frequency spectrum information. The invention discloses a motor train unit traction transformer winding state evaluation method under operation overvoltage. Firstly, collecting the operation overvoltage of the input end and the output end of the traction transformer, then converting the operation overvoltage to obtain a winding frequency response curve, extracting characteristic parameters representing the winding state from the frequency response curve, and finally evaluating the winding state of the traction transformer based on the characteristic parameters.

Description

一种操作过电压下动车组牵引变压器绕组状态评估方法A Method for EMU Traction Transformer Winding State Evaluation under Operating Overvoltage

技术领域technical field

本发明属于车载牵引变压器绕组性能评估领域,具体涉及一种操作过电压下动车组牵引变压器绕组状态评估方法。The invention belongs to the field of performance evaluation of vehicle-mounted traction transformer windings, and in particular relates to a method for evaluating the state of motor train traction transformer windings under operating overvoltage.

背景技术Background technique

车载牵引变压器作为动车组的核心部件,承担着为动车组提供稳定动力的重要使命,变压器出现故障造成危险的同时,也会带来经济损失,绕组作为变压器的核心元件,当其运行状态发生变化后会严重影响变压器的运行,车载牵引变压器在启动时或过分相时会经历操作过电压,其中蕴含丰富的高压特性和频谱特性,能够表征变压器绕组的状态,利用频响仪检测变压器绕组状态是目前研究常用方法,但其造价过高,且易受现场干扰,现需一种能够经济有效检测车载牵引变压器绕组状态且不易受现场信息干扰的方法。As the core component of the EMU, the on-board traction transformer undertakes the important mission of providing stable power for the EMU. The failure of the transformer will cause danger and at the same time bring economic losses. As the core component of the transformer, the winding will After that, it will seriously affect the operation of the transformer. The vehicle-mounted traction transformer will experience operating overvoltage when it is started or when it is over-phased. It contains rich high-voltage characteristics and spectrum characteristics, which can characterize the state of the transformer winding. At present, the commonly used methods are studied, but their cost is too high and they are susceptible to field interference. A method that can economically and effectively detect the winding status of vehicle-mounted traction transformers and is not easily disturbed by field information is needed.

为了克服上述背景技术的缺陷,本发明提供一种操作过电压下动车组牵引变压器绕组状态评估方法,该方法能有效准确的评估车载牵引变压器绕组的状态,为了克服上述背景技术的缺陷,本发明提供一种操作过电压下动车组牵引变压器绕组状态评估方法,该方法能有效准确的评估牵引变压器绕组的状态,其方法步骤如下:In order to overcome the defects of the above-mentioned background technology, the present invention provides a method for evaluating the state of traction transformer windings of motor trains under operating overvoltage, which can effectively and accurately evaluate the state of the vehicle-mounted traction transformer windings. A method for evaluating the state of traction transformer windings of EMUs under operating overvoltage is provided. The method can effectively and accurately evaluate the state of traction transformer windings. The steps of the method are as follows:

第一步:获取车载牵引变压器的操作过电压Step 1: Obtain the operating overvoltage of the on-board traction transformer

搭建基于操作过电压的车载牵引变压器试验平台,主要包括脉冲信号发生器(1)、保护电阻(2)、分压器(3)、输入端采集装置(4)、车载牵引变压器(5)、输出端采集装置(6),其中脉冲信号发生器(1)通过保护电阻(2)后,经分压器(3)分压后输入车载牵引变压器(5),输入端采集装置(4)和输出端采集装置(6)分别采集操作过电压进入车载牵引变压器(5)前后的信号,试验开始,设置脉冲信号发生器的幅值为400V,脉宽为400ns,脉冲前沿为30ns,重复10次试验,取过电压信号的平均值作为激励;Build an on-board traction transformer test platform based on operating overvoltage, mainly including pulse signal generator (1), protection resistor (2), voltage divider (3), input terminal acquisition device (4), on-board traction transformer (5), The output terminal acquisition device (6), wherein the pulse signal generator (1) passes through the protection resistor (2), and after being divided by the voltage divider (3), it is input to the vehicle-mounted traction transformer (5), and the input terminal acquisition device (4) and The output terminal acquisition device (6) respectively collects the signals before and after the operation overvoltage enters the vehicle traction transformer (5). The test starts, and the amplitude of the pulse signal generator is set to 400V, the pulse width is 400ns, and the pulse front is 30ns. Repeat 10 times For the test, take the average value of the overvoltage signal as the stimulus;

第二步:获取操作过电压下车载牵引变压器绕组的频响曲线,包括:Step 2: Obtain the frequency response curve of the on-board traction transformer winding under operating overvoltage, including:

利用短时傅里叶变换,将输入输出信号转化为频响曲线,如下:Using the short-time Fourier transform, the input and output signals are converted into a frequency response curve, as follows:

其中,Ψ为窗函数,τ表示窗函数平移量,ω为角频率;Among them, Ψ is the window function, τ is the translation amount of the window function, and ω is the angular frequency;

其中,Y(τ,ω)为输出端经短时傅里叶变换后的信号,X(τ,ω)为输入端经短时傅里叶变换后的信号;Among them, Y(τ, ω) is the signal after the short-time Fourier transform at the output terminal, and X(τ, ω) is the signal after the short-time Fourier transform at the input terminal;

第三步:提取表征绕组状态的特征参数,包括:The third step: extract the characteristic parameters that characterize the winding state, including:

4)将获取的幅频曲线进行伪彩色处理,得到伪彩色图像和图像大小为512×512的像素矩阵g(x,y),x和y为像素矩阵的坐标,像素矩阵如式;4) Perform pseudo-color processing on the obtained amplitude-frequency curve to obtain a pseudo-color image and a pixel matrix g(x, y) whose size is 512×512, where x and y are the coordinates of the pixel matrix, and the pixel matrix is as follows;

5)计算伪彩色图像的图像梯度:5) Calculate the image gradient of the pseudo-color image:

Gx(x,y)=g(x+1,y)-g(x-1,y) (4)G x (x,y)=g(x+1,y)-g(x-1,y) (4)

Gy(x,y)=g(x,y+1)-g(x,y-1) (5)G y (x,y)=g(x,y+1)-g(x,y-1) (5)

其中,Gx(x,y)表示伪彩色图像的水平方向梯度,Gy(x,y)表示伪彩色图像的垂直方向梯度,g(x,y)为彩色图像的像素矩阵;Wherein, G x (x, y) represents the horizontal direction gradient of false color image, G y (x, y) represents the vertical direction gradient of false color image, g (x, y) is the pixel matrix of color image;

6)计算像素矩阵的梯度幅值和梯度方向:6) Calculate the gradient magnitude and gradient direction of the pixel matrix:

其中,G(x,y)为像素点(x,y)处的梯度幅值,σ(x,y)为像素点(x,y)处的梯度方向;Among them, G(x, y) is the gradient magnitude at the pixel point (x, y), and σ(x, y) is the gradient direction at the pixel point (x, y);

第四步:对车载牵引变压器绕组状态进行评估,包括:Step 4: Evaluate the winding condition of the on-board traction transformer, including:

1)计算车载牵引变压器绕组状态的评估因子K:1) Calculate the evaluation factor K of the winding state of the on-board traction transformer:

2)利用评估因子对车载牵引变压器绕组状态进行评估:2) Use the evaluation factor to evaluate the winding state of the vehicle traction transformer:

Kh为车载牵引变压器绕组状态正常时的评估因子,Kd为车载牵引变压器绕组状态故障时的评估因子,若0<T<0.78,说明车载牵引变压器绕组状态正常,若T≥0.78,说明车载牵引变压器绕组状态异常或故障,需要进行检修或更换。K h is the evaluation factor when the winding state of the vehicle traction transformer is normal, and K d is the evaluation factor when the winding state of the vehicle traction transformer is faulty. If 0<T<0.78, it means that the winding state of the vehicle traction transformer is normal. If T≥0.78, it means that the vehicle traction transformer winding state is normal. The winding state of the traction transformer is abnormal or faulty and needs to be repaired or replaced.

附图说明Description of drawings

图1一种操作过电压下动车组牵引变压器绕组状态评估方法流程图Fig. 1 Flowchart of a method for evaluating winding state of EMU traction transformer under operating overvoltage

附图图2基于操作过电压的车载牵引变压器绕组试验平台Accompanying drawing Fig. 2 Based on the operating overvoltage test platform of the vehicle traction transformer winding

具体实施方式Detailed ways

下面结合附图进一步详述,具体方法步骤如下:Further describe in detail below in conjunction with accompanying drawing, concrete method step is as follows:

第一步:获取车载牵引变压器的操作过电压Step 1: Obtain the operating overvoltage of the on-board traction transformer

搭建基于操作过电压的车载牵引变压器试验平台,主要包括脉冲信号发生器(1)、保护电阻(2)、分压器(3)、输入端采集装置(4)、车载牵引变压器(5)、输出端采集装置(6),其中脉冲信号发生器(1)通过保护电阻(2)后,经分压器(3)分压后输入车载牵引变压器(5),输入端采集装置(4)和输出端采集装置(6)分别采集操作过电压进入车载牵引变压器(5)前后的信号,试验开始,设置脉冲信号发生器的幅值为400V,脉宽为400ns,脉冲前沿为30ns,重复10次试验,取过电压信号的平均值作为激励;Build an on-board traction transformer test platform based on operating overvoltage, mainly including pulse signal generator (1), protection resistor (2), voltage divider (3), input terminal acquisition device (4), on-board traction transformer (5), The output terminal acquisition device (6), wherein the pulse signal generator (1) passes through the protection resistor (2), and after being divided by the voltage divider (3), it is input to the vehicle-mounted traction transformer (5), and the input terminal acquisition device (4) and The output terminal acquisition device (6) respectively collects the signals before and after the operation overvoltage enters the vehicle traction transformer (5). The test starts, and the amplitude of the pulse signal generator is set to 400V, the pulse width is 400ns, and the pulse front is 30ns. Repeat 10 times For the test, take the average value of the overvoltage signal as the stimulus;

第二步:获取操作过电压下车载牵引变压器绕组的频响曲线,包括:Step 2: Obtain the frequency response curve of the on-board traction transformer winding under operating overvoltage, including:

利用短时傅里叶变换,将输入输出信号转化为频响曲线,如下:Using the short-time Fourier transform, the input and output signals are converted into a frequency response curve, as follows:

其中,Ψ为窗函数,τ表示窗函数平移量,ω为角频率;Among them, Ψ is the window function, τ is the translation amount of the window function, and ω is the angular frequency;

其中,Y(τ,ω)为输出端经短时傅里叶变换后的信号,X(τ,ω)为输入端经短时傅里叶变换后的信号;Among them, Y(τ, ω) is the signal after the short-time Fourier transform at the output terminal, and X(τ, ω) is the signal after the short-time Fourier transform at the input terminal;

第三步:提取表征绕组状态的特征参数,包括:The third step: extract the characteristic parameters that characterize the winding state, including:

1)将获取的幅频曲线进行伪彩色处理,得到伪彩色图像和图像大小为512×512的像素矩阵g(x,y),x和y为像素矩阵的坐标,像素矩阵如式;1) Perform pseudo-color processing on the acquired amplitude-frequency curve to obtain a pseudo-color image and a pixel matrix g(x, y) whose size is 512×512, where x and y are the coordinates of the pixel matrix, and the pixel matrix is as follows;

2)计算伪彩色图像的图像梯度:2) Calculate the image gradient of the pseudo-color image:

Gx(x,y)=g(x+1,y)-g(x-1,y) (4)G x (x,y)=g(x+1,y)-g(x-1,y) (4)

Gy(x,y)=g(x,y+1)-g(x,y-1) (5)G y (x,y)=g(x,y+1)-g(x,y-1) (5)

其中,Gx(x,y)表示伪彩色图像的的水平方向梯度,Gy(x,y)表示伪彩色图像的的垂直方向梯度,g(x,y)为彩色图像的像素矩阵;Wherein, G x (x, y) represents the horizontal gradient of the pseudo-color image, G y (x, y) represents the vertical gradient of the pseudo-color image, and g (x, y) is the pixel matrix of the color image;

3)计算像素矩阵的梯度幅值和梯度方向:3) Calculate the gradient magnitude and gradient direction of the pixel matrix:

其中,G(x,y)为像素点(x,y)处的梯度幅值,σ(x,y)为像素点(x,y)处的梯度方向;Among them, G(x, y) is the gradient magnitude at the pixel point (x, y), and σ(x, y) is the gradient direction at the pixel point (x, y);

第四步:对车载牵引变压器绕组状态进行评估,包括:Step 4: Evaluate the winding condition of the on-board traction transformer, including:

1)计算车载牵引变压器绕组状态的评估因子K:1) Calculate the evaluation factor K of the winding state of the on-board traction transformer:

2)利用评估因子对车载牵引变压器绕组状态进行评估:2) Use the evaluation factor to evaluate the winding state of the vehicle traction transformer:

Kh为车载牵引变压器绕组状态正常时的评估因子,Kd为车载牵引变压器绕组状态故障时的评估因子,若0<T<0.78,说明车载牵引变压器绕组状态正常,若T≥0.78,说明车载牵引变压器绕组状态异常或故障,需要进行检修或更换。K h is the evaluation factor when the winding state of the vehicle traction transformer is normal, and K d is the evaluation factor when the winding state of the vehicle traction transformer is faulty. If 0<T<0.78, it means that the winding state of the vehicle traction transformer is normal. If T≥0.78, it means that the vehicle traction transformer winding state is normal. The winding state of the traction transformer is abnormal or faulty and needs to be repaired or replaced.

Claims (1)

1.一种操作过电压下动车组牵引变压器绕组状态评估方法,其特征在于,包括以下步骤:1. A motor train unit traction transformer winding state evaluation method under an operation overvoltage, is characterized in that, comprises the following steps: 第一步:获取车载牵引变压器的操作过电压Step 1: Obtain the operating overvoltage of the on-board traction transformer 搭建基于操作过电压的车载牵引变压器试验平台,主要包括脉冲信号发生器(1)、保护电阻(2)、分压器(3)、输入端采集装置(4)、车载牵引变压器(5)、输出端采集装置(6),其中脉冲信号发生器(1)通过保护电阻(2)后,经分压器(3)分压后输入车载牵引变压器(5),输入端采集装置(4)和输出端采集装置(6)分别采集操作过电压进入车载牵引变压器(5)前后的信号,试验开始,设置脉冲信号发生器的幅值为400V,脉宽为400ns,脉冲前沿为30ns,重复10次试验,取过电压信号的平均值作为激励;Build an on-board traction transformer test platform based on operating overvoltage, mainly including pulse signal generator (1), protection resistor (2), voltage divider (3), input terminal acquisition device (4), on-board traction transformer (5), The output terminal acquisition device (6), wherein the pulse signal generator (1) passes through the protection resistor (2), and after being divided by the voltage divider (3), it is input to the vehicle-mounted traction transformer (5), and the input terminal acquisition device (4) and The output terminal acquisition device (6) respectively collects the signals before and after the operation overvoltage enters the vehicle traction transformer (5). The test starts, and the amplitude of the pulse signal generator is set to 400V, the pulse width is 400ns, and the pulse front is 30ns. Repeat 10 times For the test, take the average value of the overvoltage signal as the stimulus; 第二步:获取操作过电压下车载牵引变压器绕组的频响曲线,包括:Step 2: Obtain the frequency response curve of the on-board traction transformer winding under operating overvoltage, including: 利用短时傅里叶变换,将输入输出信号转化为频响曲线,如下:Using the short-time Fourier transform, the input and output signals are converted into a frequency response curve, as follows: 其中,Ψ为窗函数,τ表示窗函数平移量,ω为角频率;Among them, Ψ is the window function, τ is the translation amount of the window function, and ω is the angular frequency; 其中,Y(τ,ω)为输出端经短时傅里叶变换后的信号,X(τ,ω)为输入端经短时傅里叶变换后的信号;Among them, Y(τ, ω) is the signal after the short-time Fourier transform at the output terminal, and X(τ, ω) is the signal after the short-time Fourier transform at the input terminal; 第三步:提取表征绕组状态的特征参数,包括:The third step: extract the characteristic parameters that characterize the winding state, including: 1)将获取的幅频曲线进行伪彩色处理,得到伪彩色图像和图像大小为512×512的像素矩阵g(x,y),x和y为像素矩阵的坐标,像素矩阵如式;1) Perform pseudo-color processing on the acquired amplitude-frequency curve to obtain a pseudo-color image and a pixel matrix g(x, y) whose size is 512×512, where x and y are the coordinates of the pixel matrix, and the pixel matrix is as follows; 2)计算伪彩色图像的图像梯度:2) Calculate the image gradient of the pseudo-color image: Gx(x,y)=g(x+1,y)-g(x-1,y) (4)G x (x,y)=g(x+1,y)-g(x-1,y) (4) Gy(x,y)=g(x,y+1)-g(x,y-1) (5)G y (x,y)=g(x,y+1)-g(x,y-1) (5) 其中,Gx(x,y)表示伪彩色图像的水平方向梯度,Gy(x,y)表示伪彩色图像的垂直方向梯度,g(x,y)为彩色图像的像素矩阵;Wherein, G x (x, y) represents the horizontal direction gradient of false color image, G y (x, y) represents the vertical direction gradient of false color image, g (x, y) is the pixel matrix of color image; 3)计算像素矩阵的梯度幅值和梯度方向:3) Calculate the gradient magnitude and gradient direction of the pixel matrix: 其中,G(x,y)为像素点(x,y)处的梯度幅值,σ(x,y)为像素点(x,y)处的梯度方向;Among them, G(x, y) is the gradient magnitude at the pixel point (x, y), and σ(x, y) is the gradient direction at the pixel point (x, y); 第四步:对车载牵引变压器绕组状态进行评估,包括:Step 4: Evaluate the winding condition of the on-board traction transformer, including: 1)计算车载牵引变压器绕组状态的评估因子K:1) Calculate the evaluation factor K of the winding state of the on-board traction transformer: 2)利用评估因子对车载牵引变压器绕组状态进行评估:2) Use the evaluation factor to evaluate the winding state of the vehicle traction transformer: Kh为车载牵引变压器绕组状态正常时的评估因子,Kd为车载牵引变压器绕组状态故障时的评估因子,若0<T<0.78,说明车载牵引变压器绕组状态正常,若T≥0.78,说明车载牵引变压器绕组状态异常或故障,需要进行检修或更换。K h is the evaluation factor when the winding state of the vehicle traction transformer is normal, and K d is the evaluation factor when the winding state of the vehicle traction transformer is faulty. If 0<T<0.78, it means that the winding state of the vehicle traction transformer is normal. If T≥0.78, it means that the vehicle traction transformer winding state is normal. The winding state of the traction transformer is abnormal or faulty and needs to be repaired or replaced.
CN202310575946.XA 2023-05-22 2023-05-22 A Method for EMU Traction Transformer Winding State Evaluation under Operating Overvoltage Pending CN116559565A (en)

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