CN115166340A - A processing method of sampling data of subway DC protection device - Google Patents
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Abstract
Description
技术领域technical field
本发明属于地铁直流保护技术领域,特别涉及一种地铁直流保护装置采样数据的处理方法。The invention belongs to the technical field of subway DC protection, in particular to a method for processing sampling data of a subway DC protection device.
背景技术Background technique
地铁直流牵引系统中配置的直流保护装置,在进行数据采集前,先经过分流器、隔离放大器将高电压、大电流,转换成电子器件能处理的低电压、小电流模拟量,如10V,4-20mA或0-150MV。上述连续的模拟量输入至直流保护装置内,经过滤波、采样并存储到对应的存储器内,方能用于后续的数字信号处理,进行保护计算。其中的采样,一般都是采用等间隔采样的方式。连续模拟量经等间隔采样后,各离散的采样数据成为直流保护装置后续计算的基础数据。The DC protection device configured in the subway DC traction system converts high voltage and high current into low voltage and low current analog quantities that can be processed by electronic devices through shunts and isolation amplifiers before data acquisition, such as 10V, 4-20mA or 0-150MV. The above-mentioned continuous analog quantities are input into the DC protection device, filtered, sampled and stored in the corresponding memory, before they can be used for subsequent digital signal processing for protection calculation. Among them, the sampling is generally in the way of equal interval sampling. After the continuous analog quantity is sampled at equal intervals, each discrete sampled data becomes the basic data for the subsequent calculation of the DC protection device.
直流保护装置等间隔采样时,采样周期T越小,采样质量越高,对连续模拟量描述的越精确。当采样周期趋于无穷小的时候,离散采样点趋于形成连续模拟曲线。但是,无限制的减小采样周期T,不仅增加了直流保护装置不必要的计算负担,也会使直流保护装置在计算电流变化率di/dt时出现问题。When the DC protection device samples at equal intervals, the smaller the sampling period T, the higher the sampling quality, and the more accurate the description of the continuous analog quantity. When the sampling period tends to be infinitely small, the discrete sampling points tend to form a continuous analog curve. However, reducing the sampling period T without limit not only increases the unnecessary calculation burden of the DC protection device, but also causes problems when the DC protection device calculates the current change rate di/dt.
众所周知,整流设备输出的直流电压具有周期性脉动特性。当采样周期T小于整流脉波宽度时,直流保护装置经过采样后的采样数据,同样也就具有了相应的周期性脉动。为了更精准的保留模拟电流的原始特性,以提高故障录波精度、提升事件记录效率、便于事故过程分析等,并结合当今的技术水平,目前直流保护装置的采样周期一般为0.1毫秒,即每毫秒采样10个点。而地铁一般采用两套12脉波整流机组并列运行,形成等效24脉波整流,将35kV或33kV 50Hz(即周期为20毫秒)交流电整流为1500V直流电。因此,20毫秒工频周期内有24脉波,所对应的脉波宽度为。采样周期T小于脉波宽度,则地铁直流保护装置的采样数据具有周期性脉动。It is well known that the DC voltage output by the rectifier device has periodic pulsation characteristics. When the sampling period T is smaller than the rectified pulse width, the sampled data after sampling by the DC protection device also has corresponding periodic pulsations. In order to more accurately retain the original characteristics of the analog current, improve the accuracy of fault recording, improve the efficiency of event recording, and facilitate the analysis of the accident process, combined with the current technical level, the sampling period of the current DC protection device is generally 0.1 milliseconds, that is, every Sample 10 points in milliseconds. The subway generally uses two sets of 12-pulse rectifier units to run in parallel to form an equivalent 24-pulse rectification, which rectifies 35kV or 33kV 50Hz (that is, the cycle is 20 milliseconds) AC to 1500V DC. Therefore, there are 24 pulses in a 20-millisecond power frequency cycle, and the corresponding pulse width is . If the sampling period T is smaller than the pulse width, the sampling data of the subway DC protection device has periodic fluctuations.
采样精度不会对地铁直流保护装置的大部分参数计算产生影响,如计算电流变化量I时,由于保护逻辑计算只与保护启动时刻和终止时刻的采样数据有关,中间时刻的周期性脉动采样数据不会对保护逻辑造成任何影响。The sampling accuracy will not affect the calculation of most parameters of the subway DC protection device, such as the calculation of the current variation At I, since the protection logic calculation is only related to the sampling data at the protection start time and end time, the periodic pulsating sampling data at the middle time will not have any influence on the protection logic.
地铁直流保护装置在计算电流变化率di/dt时,保护逻辑计算需要使用启动时刻至终止时刻中所有采样数据,采样精度就会对计算产生较大影响。如果直接使用该采样数据,则会计算得到与整体变化趋势不符的di/dt值,且同样具有了周期脉动性。When the subway DC protection device calculates the current change rate di/dt, the protection logic calculation needs to use all the sampled data from the start time to the end time, and the sampling accuracy will have a great impact on the calculation. If the sampled data is used directly, the di/dt value that is inconsistent with the overall change trend will be calculated, and it also has periodic pulsation.
电流变化率di/dt的物理定义是电流变化量与所用时间的比值,是对电流变化速度的衡量,是直流保护装置的I+di/dt保护中的重要参数,目的在于区分牵引负荷电流的正常波动与短路故障电流的快速提升。The physical definition of the current change rate di/dt is the ratio of the current change amount to the time used, which is a measure of the current change speed, and is a function of the DC protection device. An important parameter in I+di/dt protection, the purpose is to distinguish the normal fluctuation of the traction load current from the rapid increase of the short-circuit fault current.
,其中,:保护启动后的任意时刻;T:直流保护装置采样间隔;:保护启动后任意时刻对应的采样电流值;的下一个采样周期对应的采样电流值;di/dt:每个采样点计算出的电流变化率。 ,in, : any time after the protection starts; T: sampling interval of the DC protection device; : The sampling current value corresponding to any time after the protection starts; The sampling current value corresponding to the next sampling period; di/dt: the current change rate calculated at each sampling point.
当以0.1毫秒为采样周期,对24脉波整流机组输出的如图1所示的短路电流,对应的馈线di/dt如图2所示。如图2所示di/dt曲线,其周期脉动性不符合对应电流曲线的电流变化率的总体趋势,与直流保护装置使用该参数的目的相违背。尤其是短路电流趋于稳态时,短路电流的变化率越来越小,而其周期脉动性则体现的越来越明显,此阶段的电流变化率di/dt又恰是保护复归的重要判据,周期脉动性容易导致保护启动后的不合理复归,无法实现保护功能。When taking 0.1 millisecond as the sampling period, the short-circuit current shown in Figure 1 is output to the 24-pulse rectifier unit, and the corresponding feeder di/dt is shown in Figure 2. As shown in the di/dt curve in Figure 2, its periodic pulsation does not conform to the general trend of the current change rate of the corresponding current curve, which is contrary to the purpose of the DC protection device using this parameter. Especially when the short-circuit current tends to be steady, the rate of change of the short-circuit current is getting smaller and smaller, and its periodic pulsation becomes more and more obvious. According to the data, the periodic pulsation can easily lead to an unreasonable reset after the protection is started, and the protection function cannot be realized.
发明内容SUMMARY OF THE INVENTION
本发明针对现有技术中存在的技术问题,提供一种地铁直流保护装置采样数据的处理方法,计算每个脉波的所有采样数据的平均值,利用平均值计算电流变化率,即保留了采样时刻对应电流的本征特性,又解决了周期性脉动对电流变化率计算的干扰,不会导致保护功能的不合理复归。Aiming at the technical problems existing in the prior art, the present invention provides a method for processing sampled data of a subway DC protection device, which calculates the average value of all sampled data of each pulse wave, and uses the average value to calculate the current change rate, that is, the sampling data is retained. Time corresponds to the intrinsic characteristics of the current, and solves the interference of the periodic pulsation on the calculation of the current change rate, and will not lead to an unreasonable return of the protection function.
本发明采用的技术方案是:一种地铁直流保护装置采样数据的处理方法,包括以下步骤:The technical scheme adopted in the present invention is: a method for processing sampling data of a subway DC protection device, comprising the following steps:
步骤1:根据整流机组输出的脉波宽度计算取平均值的采样数据的个数:Step 1: Calculate the number of averaged sampled data according to the pulse width output by the rectifier unit:
其中,m为整流机组的整流脉波数;T为直流保护装置采样间隔,单位为毫秒;Among them, m is the rectification pulse number of the rectifier unit; T is the sampling interval of the DC protection device, in milliseconds;
N为取平均值的采样数据的个数,根据计算结果选取最接近正整数;N is the number of sampled data to be averaged, and the closest positive integer is selected according to the calculation result;
步骤2:计算N个采样数据的平均值:Step 2: Calculate the average of N sampled data:
其中,n为每N个采样时刻构成组别的序列;为每N个采样时刻构成组别的基准时刻;为从基准时刻开始的N个采样时刻对应的电流值;:第n个序列的N个采样时刻对应电流值的平均值;Among them, n is the sequence that constitutes a group every N sampling moments; The reference time for each N sampling time constitutes a group; is the current value corresponding to the N sampling times starting from the reference time; : the average value of the current values corresponding to the N sampling moments of the nth sequence;
步骤3:将电流值的平均值作为基准电流值进行di/dt计算:Step 3: Use the average value of the current value as the reference current value for di/dt calculation:
其中,为第n+1个序列的N个采样时刻对应电流值的平均值;in, is the average value of the current values corresponding to the N sampling moments of the n+1th sequence;
di/dt为由N个采样时刻对应电流值的平均值计算出的电流变化率。di/dt is the current change rate calculated from the average value of the current values corresponding to the N sampling moments.
进一步的,整流机组输出多种脉波宽度时,选取最大的脉波宽度对应的整流脉波数作为m的值。Further, when the rectifier unit outputs various pulse widths, the rectified pulse number corresponding to the largest pulse width is selected as the value of m.
与现有技术相比,本发明所具有的有益效果是:本发明采用脉波平均值法对采样数据进行处理,其中的脉波宽度选取直流保护装置运行过程中,所出现的最大整流脉波宽度。本发明将每个脉动周期内的所有采样时刻对应的电流均统一平均为一个值,即保留了采样时刻对应电流的本征特性,又解决了周期性脉动对电流变化率计算的干扰,不会导致保护功能的不合理复归。Compared with the prior art, the present invention has the beneficial effects as follows: the present invention adopts the pulse wave average value method to process the sampled data, and the pulse wave width is selected from the maximum rectified pulse wave that occurs during the operation of the DC protection device. width. The present invention uniformly averages the currents corresponding to all sampling moments in each pulsation period into a single value, which not only retains the intrinsic characteristics of the current corresponding to the sampling moments, but also solves the interference of periodic pulsation on the calculation of the current change rate, and does not lead to unreasonable reversion of the protection function.
附图说明Description of drawings
图1为现有技术中采样周期0.1毫秒的24脉波整流机组输出短路电流图;Fig. 1 is the output short-circuit current diagram of the 24-pulse rectifier unit with sampling period of 0.1 millisecond in the prior art;
图2为现有技术处理图1中短路电流得到的电流变化率图;Fig. 2 is a current change rate diagram obtained by prior art processing the short-circuit current in Fig. 1;
图3为本发明实施例的流程图;3 is a flowchart of an embodiment of the present invention;
图4为本发明实施例的平均值取24脉波整流的脉波宽度的本方法处理图1中短路电流得到的电流变化率图;FIG. 4 is a current change rate diagram obtained by processing the short-circuit current in FIG. 1 by the method in which the average value of the embodiment of the present invention takes the pulse width of 24-pulse rectification;
图5为采样周期0.1毫秒的12脉波整流机组输出短路电流图;Figure 5 is the output short-circuit current diagram of the 12-pulse rectifier unit with a sampling period of 0.1 ms;
图6为本发明实施例的平均值取12脉波整流的脉波宽度的本方法处理图5中短路电流得到的电流变化率图;FIG. 6 is a current change rate diagram obtained by processing the short-circuit current in FIG. 5 by the method in which the average value of the embodiment of the present invention takes the pulse width of 12-pulse rectification;
图7为本发明实施例的平均值取24脉波整流的脉波宽度的本方法处理图5中短路电流得到的电流变化率图;FIG. 7 is a current change rate diagram obtained by processing the short-circuit current in FIG. 5 by the method in which the average value of the embodiment of the present invention takes the pulse width of 24-pulse rectification;
图8为现有技术处理图5中短路电流得到的电流变化率图。FIG. 8 is a current change rate diagram obtained by processing the short-circuit current in FIG. 5 in the prior art.
具体实施方式Detailed ways
为使本领域技术人员更好的理解本发明的技术方案,下面结合附图和具体实施例对本发明作详细说明。In order to make those skilled in the art better understand the technical solutions of the present invention, the present invention will be described in detail below with reference to the accompanying drawings and specific embodiments.
实施例1Example 1
本发明的实施例提供了一种地铁直流保护装置采样数据的处理方法,对图1所示的短路电流进行处理,如图3所示,其包括以下步骤:An embodiment of the present invention provides a method for processing sampled data of a subway DC protection device, processing the short-circuit current shown in FIG. 1 , as shown in FIG. 3 , which includes the following steps:
步骤1:计算取平均值的采样数据的个数:Step 1: Calculate the number of sampled data to be averaged:
其中,我国的交流系统采用50Hz工频,对应周期为20毫秒。Among them, my country's AC system adopts 50Hz power frequency, and the corresponding period is 20 milliseconds.
m为整流机组的整流脉波数,24脉波整流,m=24。m is the number of rectifier pulses of the rectifier unit, 24-pulse rectification, m=24.
T为直流保护装置采样间隔,单位为毫秒;一般的,直流保护装置的采样周期为0.1毫秒,即T=0.1。T is the sampling interval of the DC protection device, in milliseconds; generally, the sampling period of the DC protection device is 0.1 milliseconds, that is, T=0.1.
N为取平均值的采样数据的个数,根据计算结果选取最接近正整数,即N取8。N is the number of sampled data to be averaged, and the closest positive integer is selected according to the calculation result, that is, N is 8.
步骤2:计算8个采样数据的平均值:Step 2: Calculate the average of 8 sampled data:
其中,n为每8个采样时刻构成组别的序列;为每8个采样时刻构成组别的基准时刻;为从基准时刻开始的8个采样时刻对应的电流值;为第n个序列的8个采样时刻对应电流值的平均值。Among them, n is the sequence that constitutes a group every 8 sampling moments; Be the reference time for each 8 sampling time to form a group; for the reference time The current value corresponding to the first 8 sampling moments; is the average value of the current values corresponding to the eight sampling moments of the nth sequence.
类似的,第n+1个序列的8个采样时刻对应电流值的平均值为 Similarly, the average value of the current values corresponding to the 8 sampling moments of the n+1th sequence for
计算每一个序列的8个采样时刻对应电流值的平均值。Calculate the average value of the current values corresponding to the 8 sampling moments of each sequence.
步骤3:将电流值的平均值作为基准电流值进行di/dt计算:Step 3: Use the average value of the current value as the reference current value for di/dt calculation:
di/dt为由8个采样时刻对应电流值的平均值计算出的电流变化率,计算结果如图4所示,准确的反应出了24脉波整流机组输出短路电流的电流变化率。di/dt is the current change rate calculated from the average value of the corresponding current values at 8 sampling times. The calculation result is shown in Figure 4, which accurately reflects the current change rate of the output short-circuit current of the 24-pulse rectifier unit.
实施例2Example 2
本发明的实施例提供了一种地铁直流保护装置采样数据的处理方法,如图3所示,其包括以下步骤:An embodiment of the present invention provides a method for processing sampling data of a subway DC protection device, as shown in FIG. 3 , which includes the following steps:
步骤1:计算取平均值的采样数据的个数:Step 1: Calculate the number of sampled data to be averaged:
其中,我国的交流系统采用50Hz工频,对应周期为20毫秒。Among them, my country's AC system adopts 50Hz power frequency, and the corresponding period is 20 milliseconds.
m为整流机组的整流脉波数。由于地铁牵引供电系统中也存在单机组运行方式,24脉波整流和12脉波整流切换的工况,应按较大的脉波宽度考虑,即12脉波整流输出的脉波宽度,m=12。m is the rectifier pulse number of the rectifier unit. Since there is also a single-unit operation mode in the subway traction power supply system, the switching conditions of 24-pulse rectification and 12-pulse rectification should be considered according to the larger pulse width, that is, the pulse width of the 12-pulse rectifier output, m= 12.
T为直流保护装置采样间隔,单位为毫秒;一般的,直流保护装置的采样周期为0.1毫秒,即T=0.1。T is the sampling interval of the DC protection device, in milliseconds; generally, the sampling period of the DC protection device is 0.1 milliseconds, that is, T=0.1.
N为取平均值的采样数据的个数,根据计算结果选取最接近正整数,即N取17。N is the number of sampled data to be averaged, and the closest positive integer is selected according to the calculation result, that is, N is 17.
步骤2:计算17个采样数据的平均值:Step 2: Calculate the average of 17 sampled data:
其中,n为每17个采样时刻构成组别的序列;为每17个采样时刻构成组别的基准时刻;为从基准时刻开始的17个采样时刻对应的电流值;为第n个序列的17个采样时刻对应电流值的平均值。Among them, n is the sequence that constitutes a group every 17 sampling moments; The reference time for each 17 sampling time to form a group; for the reference time The current value corresponding to the first 17 sampling moments; is the average value of the current values corresponding to the 17 sampling moments of the nth sequence.
类似的,第n+1个序列的17个采样时刻对应电流值的平均值为 Similarly, the average value of the current values corresponding to the 17 sampling moments of the n+1th sequence for
计算每一个序列的17个采样时刻对应电流值的平均值。Calculate the average value of the current values corresponding to the 17 sampling moments of each sequence.
步骤3:将电流值的平均值作为基准电流值进行di/dt计算:Step 3: Use the average value of the current value as the reference current value for di/dt calculation:
di/dt为由17个采样时刻对应电流值的平均值计算出的电流变化率。di/dt is the current change rate calculated from the average value of the current values corresponding to 17 sampling times.
采用本方法对采样周期0.1毫秒的12脉波整流机组输出的如图5所示的短路电流进行处理,计算结果如图6所示。This method is used to process the short-circuit current shown in Figure 5 output by a 12-pulse rectifier unit with a sampling period of 0.1 milliseconds, and the calculation results are shown in Figure 6.
图7为平均值取24脉波整流的脉波宽度,即m=24,采用上述方法对图5所示的短路电流进行数据处理得到的电流变化率图。图8为常规方法对图5所示的短路电流进行数据处理得到的电流变化率图。通过图6-图8的对比可以看出,图6能更好的反应出12脉波整流机组输出短路电流的电流变化率。FIG. 7 is a graph of the current change rate obtained by performing data processing on the short-circuit current shown in FIG. 5 by using the above-mentioned method with the pulse width of 24-pulse rectification as the average value, that is, m=24. FIG. 8 is a current change rate diagram obtained by performing data processing on the short-circuit current shown in FIG. 5 by a conventional method. It can be seen from the comparison between Fig. 6 and Fig. 8 that Fig. 6 can better reflect the current change rate of the output short-circuit current of the 12-pulse rectifier unit.
在目前地铁直流保护装置的采样水平下,保护装置在进行电流变化率di/dt计算前,可以先采用“脉波平均值法”对采样数据进行处理,其中的脉波宽度应选取直流保护装置运行过程中,所出现的最大整流脉波宽度。将每个脉动周期内的所有采样时刻对应的电流均统一平均为一个值,该方法即保留了采样时刻对应电流的本征特性,又解决了周期性脉动对电流变化率计算的干扰,不会导致保护功能的不合理复归。Under the current sampling level of the subway DC protection device, before the protection device calculates the current change rate di/dt, the "pulse average method" can be used to process the sampled data, and the pulse width should be selected from the DC protection device. The maximum rectified pulse width that occurs during operation. The currents corresponding to all sampling moments in each pulsation cycle are uniformly averaged into one value. This method not only retains the intrinsic characteristics of the current corresponding to the sampling moments, but also solves the interference of periodic pulsation on the calculation of the current rate of change. lead to unreasonable reversion of the protection function.
以上通过实施例对本发明进行了详细说明,但所述内容仅为本发明的示例性实施例,不能被认为用于限定本发明的实施范围。本发明的保护范围由权利要求书限定。凡利用本发明所述的技术方案,或本领域的技术人员在本发明技术方案的启发下,在本发明的实质和保护范围内,设计出类似的技术方案而达到上述技术效果的,或者对申请范围所作的均等变化与改进等,均应仍归属于本发明的专利涵盖保护范围之内。The present invention has been described in detail above through the embodiments, but the contents are only exemplary embodiments of the present invention, and should not be considered to limit the scope of implementation of the present invention. The protection scope of the present invention is defined by the claims. Anyone who utilizes the technical solutions described in the present invention, or those skilled in the art, under the inspiration of the technical solutions of the present invention, design similar technical solutions within the spirit and protection scope of the present invention to achieve the above-mentioned technical effects, or to Equivalent changes and improvements made in the scope of the application should still belong to the scope of protection covered by the patent of the present invention.
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Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPS5970120A (en) * | 1982-10-13 | 1984-04-20 | 三菱電機株式会社 | Protecting relay |
| JP2009017681A (en) * | 2007-07-04 | 2009-01-22 | Mitsubishi Electric Corp | Frequency change rate protection relay device |
| CN102842890A (en) * | 2012-09-24 | 2012-12-26 | 国电南瑞科技股份有限公司 | Realizing method of current change rate protection |
| CN104931758A (en) * | 2014-03-21 | 2015-09-23 | 上海电科电器科技有限公司 | Direct-current residual current detection apparatus |
| CN105552831A (en) * | 2016-03-04 | 2016-05-04 | 河南许继智能科技股份有限公司 | DC feeder protection method for subway |
| CN106026702A (en) * | 2016-05-23 | 2016-10-12 | 安徽省金屹电源科技有限公司 | High-power direct current plasma power supply |
| CN111856324A (en) * | 2020-07-30 | 2020-10-30 | 中国联合网络通信集团有限公司 | A kind of fault detection method and device of traction network feeder |
-
2022
- 2022-09-06 CN CN202211082415.9A patent/CN115166340B/en active Active
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPS5970120A (en) * | 1982-10-13 | 1984-04-20 | 三菱電機株式会社 | Protecting relay |
| JP2009017681A (en) * | 2007-07-04 | 2009-01-22 | Mitsubishi Electric Corp | Frequency change rate protection relay device |
| CN102842890A (en) * | 2012-09-24 | 2012-12-26 | 国电南瑞科技股份有限公司 | Realizing method of current change rate protection |
| CN104931758A (en) * | 2014-03-21 | 2015-09-23 | 上海电科电器科技有限公司 | Direct-current residual current detection apparatus |
| CN105552831A (en) * | 2016-03-04 | 2016-05-04 | 河南许继智能科技股份有限公司 | DC feeder protection method for subway |
| CN106026702A (en) * | 2016-05-23 | 2016-10-12 | 安徽省金屹电源科技有限公司 | High-power direct current plasma power supply |
| CN111856324A (en) * | 2020-07-30 | 2020-10-30 | 中国联合网络通信集团有限公司 | A kind of fault detection method and device of traction network feeder |
Non-Patent Citations (2)
| Title |
|---|
| MOHAMED M. A. MAHFOUZ: "《A protection scheme for multi-distributed smart microgrid based on auto-cosine similarity of feeders current patterns》", 《ELECTRIC POWER SYSTEMS RESEARCH》 * |
| 冯亮: "《地铁直流牵引供电系统整流机组研究与仿真》", 《中国科技信息》 * |
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