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CN112379156A - Method for rapidly measuring kA-level direct current sudden change - Google Patents

Method for rapidly measuring kA-level direct current sudden change Download PDF

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CN112379156A
CN112379156A CN202011296143.3A CN202011296143A CN112379156A CN 112379156 A CN112379156 A CN 112379156A CN 202011296143 A CN202011296143 A CN 202011296143A CN 112379156 A CN112379156 A CN 112379156A
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voltage
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CN112379156B (en
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刘思
肖涛
余恩
李亦龙
徐开
吴剑芳
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Marketing Service Center of State Grid Zhejiang Electric Power Co Ltd
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Abstract

本发明公开了一种快速测量kA级直流电流突变的方法。本发明先使用电流互感器将直流大电流信号转换为小电流信号,通过采样电阻得到电压信号和小电流信号,通过调理电路对电压信号和小电流信号进行滤波整流和放大后进入交直流拟合测量模块,交直流拟合测量模块输出交流电压测量结果信号、直流电流测量结果信号和突变信号;直流电流测量结果信号输入直流大电流比较电路中;然后,将直流大电流比较电路的输出信号和交流电压测量结果信号经A/D转换器转化为计算机可处理的数字信号,突变信号和直流大电流比较电路的输出信号采用电流突变量算法在计算机中得出全部直流大电流测量结果和电流突变测量结果。本发明优化了直流大电流动态测量方法。

Figure 202011296143

The invention discloses a method for rapidly measuring the sudden change of kA level direct current current. In the present invention, a current transformer is used to convert a DC large current signal into a small current signal, a voltage signal and a small current signal are obtained through a sampling resistor, and the voltage signal and the small current signal are filtered, rectified and amplified by a conditioning circuit, and then entered into AC and DC fitting. The measurement module, the AC/DC fitting measurement module outputs the AC voltage measurement result signal, the DC current measurement result signal and the mutation signal; the DC current measurement result signal is input into the DC high current comparison circuit; then, the output signal of the DC high current comparison circuit is combined with The AC voltage measurement result signal is converted into a digital signal that can be processed by the computer through the A/D converter. The sudden change signal and the output signal of the DC high current comparison circuit use the current sudden change algorithm to obtain all the DC high current measurement results and current sudden changes in the computer. measurement results. The invention optimizes the dynamic measurement method of direct current and large current.

Figure 202011296143

Description

Method for rapidly measuring kA-level direct current sudden change
Technical Field
The invention belongs to the field of metrological verification, relates to heavy current measurement, and particularly relates to a method for rapidly measuring kA-level direct current sudden change.
Background
In the rapid propelling process of industrialization and urbanization, the direct current large current is widely applied in various industrial fields, and the direct current large current above kA level is applied in the fields of rail transit, shipbuilding, aviation and various heavy equipment manufacturing. The requirements for the stability, reliability and accuracy of the direct current large current precise calibration work are more and more strict. In the application of the direct current large current in various fields, the quality problem that the direct current large current application is affected by sudden change of the current and current adjustment fluctuation after the sudden change when the control is started and stopped often needs to be faced, dynamic metering research on the direct current large current is needed, and then the measurement of the sudden change of the direct current large current also becomes an aspect of intensive research on large current measurement. The technical advancement of direct current large current mutation measurement plays a crucial role in safety and economic benefit of enterprise manufacturing.
Domestic measurement of large current is mostly carried out in a mode of a shunt or a direct current transformer, as shown in fig. 1-2, the accuracy is not high, the measurement is not sensitive to loop parameters, and rapid and accurate measurement of direct current large current mutation cannot be realized.
The current divider measurement is to put a known pure resistor in a measured current circuit, the current in a loop is obtained by measuring the voltage on the resistor, and the measurement is carried out by using an ohm theorem, and the resistance value of the current divider is in the level of m omega or mu omega in practical application.
The current divider principle is used for measuring large current by measuring voltage on a resistor, but the current divider usually has smaller inductance, so that the heat productivity of the current divider is greatly increased when the frequency and the amplitude are high, the measurement precision of the current divider is seriously influenced, and the current divider is only suitable for occasions insensitive to main loop parameters and cannot finish the measurement of current mutation.
The traditional direct current transformer principle measures the mutual inductance of the large current converted by the magnitude of the direct current, and the direct current large current passing through a coil is converted into the direct current small current in the inverse ratio of the number of turns through a rectifying circuit, so that the large current is measured, but the measurement result of the direct current transformer is easily influenced by an external magnetic field, so that a great error is generated, for example, when the exciting current of the measured current is smaller than that of the direct current transformer, no matter which soft magnetic material has an imperfect magnetization characteristic curve, a defect exists. Therefore, the accuracy of direct current large current measurement is greatly influenced, and the optimization development of the traditional direct current transformer measurement technology for measuring the current mutation is limited.
Disclosure of Invention
The technical problem to be solved by the invention is to overcome the defects in the prior art and provide a method for rapidly measuring kA-level direct current sudden change, which adopts a high-speed direct current large current data acquisition technology, a precise direct current large current measurement technology, an alternating current and direct current fitting measurement module and a current sudden change algorithm, after rapidly acquiring direct current large current data signals, precisely measuring the direct current large current signals, and measuring the current sudden change in the direct current large current through the alternating current and direct current fitting measurement module and the current sudden change algorithm; by adopting the mode, the value mutation in the direct current large current can be sensitively measured on the basis of precisely measuring the large current, and the kA-level direct current mutation can be quickly measured, so that the reliable guarantee is provided for the research of the dynamic metering characteristics of the direct current large current.
Therefore, the invention adopts the following technical scheme: a method for rapidly measuring kA-level direct current sudden change comprises the steps of firstly converting a direct current large current signal into a small current signal by using a current transformer, obtaining a voltage signal and a small current signal by using a sampling resistor, filtering, rectifying and amplifying the voltage signal and the small current signal by using a conditioning circuit, and then enabling the voltage signal and the small current signal to enter an alternating current and direct current fitting measurement module, wherein the voltage signal and the small current signal comprise an alternating current voltage signal and a direct current signal, and the alternating current and direct current fitting measurement module outputs an alternating current voltage measurement result signal, a direct current measurement result signal and a sudden change signal;
the direct current measurement result signal is input into a direct current heavy current comparison circuit, pulse modulation and amplitude modulation are carried out through PWM, and then the direct current measurement result signal is converted into a voltage value capable of being precisely measured through magnetic modulation;
then, the output signal of the DC large current comparison circuit and the AC voltage measurement result signal are converted into digital signals which can be processed by a computer through an A/D converter, and the sudden change signal and the output signal of the DC large current comparison circuit adopt a current sudden change algorithm to obtain all DC large current measurement results and current sudden change measurement results in the computer.
As a further complement to the above method, the specific processing procedure of the conditioning circuit is as follows:
the voltage signal and the small current signal are subjected to filtering rectification and operational amplifier amplification processing, converted into signals meeting the accuracy requirement of an alternating current/direct current fitting measurement module, and enter the alternating current/direct current fitting measurement module; meanwhile, a weak current signal is adopted for synchronous tracking processing and serves as a source for the computer MCU to interrupt the INTO signal action.
As a further supplement of the method, before entering the conditioning circuit, sampling and holding are carried out, namely, the sampling precision and speed are kept after the voltage signal is sampled by the analog switch and the MOS field effect transistor.
As a further supplement to the above method, the specific processing procedure of the ac/dc fitting measurement module is as follows:
shaping and filtering the voltage signal and the small current signal processed by the conditioning circuit, and then entering a direct current large current comparison circuit to accurately measure direct current large current; meanwhile, the direct current signal after shaping and filtering and the alternating current voltage signal after processing by the conditioning circuit are operated by a logic operator, then width and amplitude modulation processing is carried out by PWM after cutting by a triangular wave generator, the alternating current signal is converted into a square wave signal, namely a sudden change signal, and the sudden change quantity is recorded.
As a further complement to the above method, the specific processing procedure of the dc large current comparison circuit is as follows:
the direct current measurement result signals shaped and filtered by the alternating current and direct current fitting measurement module are subjected to pulse modulation output through PWM, meanwhile, the signals in the PWM are transmitted to the FPGA through SPI, a D/A converter is controlled to convert a voltage reference signal to an integrator, the integrator outputs a stable voltage signal to control the PWM to generate square wave signal amplitude, and the square wave signals are subjected to direct current accurate processing on the large current signals shaped and filtered by the alternating current and direct current fitting measurement module through a power amplifier; and then, the processed high-current signal is used as a primary signal to be converted through magnetic modulation, voltage drop is generated on a secondary side standard resistor through a winding, a voltage value is accurately measured, and accurate measurement of the direct-current high current is realized after conversion.
As a further supplement to the above method, the architecture of the current mutation algorithm includes a data source, an acquisition layer, a data layer, a capability layer, and an application layer;
a data source: collecting corresponding original electric quantity data of the sample, wherein the data comprises voltage value data, current value data, time value data, frequency data, accuracy data and interface data; the data is an original data value required to be measured and a corresponding mutation signal characteristic value, and is a basic value for finally measuring large current data and mutation data;
obtaining a layer: the method mainly solves the problem of managing data through ETL and content analysis, ensures the quality of the data, ensures the correctness, integrity, consistency, completeness, effectiveness, timeliness and acquirability of the data, and realizes the integration of the data mainly through null value processing, normalization of data format, data splitting, verification of data correctness and data replacement; the part of data can be simply processed, and the correctness, integrity, consistency and effectiveness of the required values corresponding to the data are analyzed through software control, so that the data acquired by a data source are ensured to be the required data;
and (3) a data layer: after the original electric quantity data is subjected to analog-digital processing, the data is subjected to resource comparison, data records are collected and integrated and then are analyzed in a unified mode, the data deep analysis and data mining capacity is supported, and key index data and highly-collected data are output to a main data warehouse; the alternating current and the direct current are separately processed after the data pass through the alternating current and direct current fitting measurement module, the direct current data are directly recorded as a measurement result, and the alternating current data are matched into a dynamic event of corresponding mutation through a basic analysis capability and a multidimensional analysis capability through an analysis algorithm to be recorded; constructing a WEB resource pool according to the statistical basic data and the data of different detected devices; the data is summarized and analyzed, the data is compared with the content of a database, direct current measurement data is directly used as a final measurement result, and alternating current data needs to be matched with corresponding current mutation characteristics, so that the current mutation condition is obtained;
a capacity layer: original electric quantity data are integrated and summarized to form an upper-layer available data mining tool, basic analysis capability, multi-dimensional analysis capability, data mining capability, real-time analysis capability, self-service analysis capability and data sharing capability are provided, and FTP transmission, API (application program interface) and SQL \ MDX statement use capability are provided; summarizing the data, and performing classification analysis and data distribution storage on the processed data to serve as a final calling database of a verification report;
an application layer: various flexible verification report tasks and data trend arrangement are realized according to business requirements, so that the requirement of the whole dynamic metering is met; this section subjects the data to final data processing and collating to form a report of the required certification metrics.
The invention has the following beneficial effects: according to the invention, after the direct current large current data signals are rapidly collected, the direct current large current signals are precisely measured, the current mutation quantity in the direct current large current is measured through the alternating current-direct current fitting measurement module and the current mutation algorithm, and the dynamic measurement method for the direct current large current is optimized.
Drawings
FIG. 1 is a schematic diagram of an equivalent circuit of a shunt in the prior art;
FIG. 2 is a schematic diagram of a DC transformer in the prior art;
FIG. 3 is a schematic block diagram of the method for rapidly measuring kA level DC current mutation according to the present invention;
FIG. 4 is a block diagram of the conditioning circuit of the present invention;
FIG. 5 is a schematic block diagram of an AC/DC fitting measurement module according to the present invention;
FIG. 6 is a block diagram of a DC high current comparison circuit according to the present invention;
fig. 7 is an architecture diagram of the current step change algorithm of the present invention.
Detailed Description
The invention will be further described with reference to the accompanying drawings, but the scope of the invention is not limited to the following description. Any modification and variation made within the spirit of the present invention and the scope of the claims fall within the scope of the present invention.
The embodiment provides a method for rapidly measuring kA-level direct current sudden change, as shown in fig. 3, a current transformer is used for converting a direct current large current signal into a small current signal, a voltage signal and a small current signal are obtained through a sampling resistor, the voltage signal and the small current signal are filtered, rectified and amplified through a conditioning circuit and then enter an alternating current and direct current fitting measurement module, the voltage signal and the small current signal comprise an alternating current voltage signal and a direct current signal, and the alternating current and direct current fitting measurement module outputs an alternating current voltage measurement result signal, a direct current measurement result signal and a sudden change signal;
the direct current measurement result signal is input into a direct current heavy current comparison circuit, pulse modulation and amplitude modulation are carried out through PWM, and then the direct current measurement result signal is converted into a voltage value capable of being precisely measured through magnetic modulation;
then, the output signal of the DC large current comparison circuit and the AC voltage measurement result signal are converted into digital signals which can be processed by a computer through an A/D converter, and the sudden change signal and the output signal of the DC large current comparison circuit adopt a current sudden change algorithm to obtain all DC large current measurement results and current sudden change measurement results in the computer.
As shown in fig. 4, the processing procedure of the conditioning circuit is as follows:
the voltage signal and the small current signal are subjected to filtering rectification and operational amplifier amplification processing, converted into signals meeting the accuracy requirement of an alternating current/direct current fitting measurement module, and enter the alternating current/direct current fitting measurement module; meanwhile, a weak current signal is adopted for synchronous tracking processing and serves as a source for the computer MCU to interrupt the INTO signal action.
Before entering the conditioning circuit, sampling and holding are carried out, namely, the sampling precision and speed are kept after the voltage signal is sampled by the analog switch and the MOS field effect transistor.
As shown in fig. 5, the processing procedure of the ac/dc fitting measurement module is as follows:
shaping and filtering the voltage signal and the small current signal processed by the conditioning circuit, and then entering a direct current large current comparison circuit to accurately measure direct current large current; meanwhile, the direct current signal after shaping and filtering and the alternating current voltage signal after processing by the conditioning circuit are operated by a logic operator, then width and amplitude modulation processing is carried out by PWM after cutting by a triangular wave generator, the alternating current signal is converted into a square wave signal, namely a sudden change signal, and the sudden change quantity is recorded.
As shown in fig. 6, the processing procedure of the dc large current comparison circuit is as follows:
the direct current measurement result signals shaped and filtered by the alternating current and direct current fitting measurement module are subjected to pulse modulation output through PWM, meanwhile, the signals in the PWM are transmitted to the FPGA through SPI, a D/A converter is controlled to convert a voltage reference signal to an integrator, the integrator outputs a stable voltage signal to control the PWM to generate square wave signal amplitude, and the square wave signals are subjected to direct current accurate processing on the large current signals shaped and filtered by the alternating current and direct current fitting measurement module through a power amplifier; and then, the processed high-current signal is used as a primary signal to be converted through magnetic modulation, voltage drop is generated on a secondary side standard resistor through a winding, a voltage value is accurately measured, and accurate measurement of the direct-current high current is realized after conversion.
As shown in fig. 7, the architecture of the current mutation algorithm includes a data source, an acquisition layer, a data layer, a capability layer, and an application layer;
a data source: collecting corresponding original electric quantity data of the sample, wherein the data comprises voltage value data, current value data, time value data, frequency data, accuracy data and interface data; the data is an original data value required to be measured and a corresponding mutation signal characteristic value, and is a basic value for finally measuring large current data and mutation data;
obtaining a layer: the method mainly solves the problem of managing data through ETL and content analysis, ensures the quality of the data, ensures the correctness, integrity, consistency, completeness, effectiveness, timeliness and acquirability of the data, and realizes the integration of the data mainly through null value processing, normalization of data format, data splitting, verification of data correctness and data replacement; the part of data can be simply processed, and the correctness, integrity, consistency and effectiveness of the required values corresponding to the data are analyzed through software control, so that the data acquired by a data source are ensured to be the required data;
and (3) a data layer: after the original electric quantity data is subjected to analog-digital processing, the data is subjected to resource comparison, data records are collected and integrated and then are analyzed in a unified mode, the data deep analysis and data mining capacity is supported, and key index data and highly-collected data are output to a main data warehouse; the alternating current and the direct current are separately processed after the data pass through the alternating current and direct current fitting measurement module, the direct current data are directly recorded as a measurement result, and the alternating current data are matched into a dynamic event of corresponding mutation through a basic analysis capability and a multidimensional analysis capability through an analysis algorithm to be recorded; constructing a WEB resource pool according to the statistical basic data and the data of different detected devices; the data is summarized and analyzed, the data is compared with the content of a database, direct current measurement data is directly used as a final measurement result, and alternating current data needs to be matched with corresponding current mutation characteristics, so that the current mutation condition is obtained;
a capacity layer: original electric quantity data are integrated and summarized to form an upper-layer available data mining tool, basic analysis capability, multi-dimensional analysis capability, data mining capability, real-time analysis capability, self-service analysis capability and data sharing capability are provided, and FTP transmission, API (application program interface) and SQL \ MDX statement use capability are provided; summarizing the data, and performing classification analysis and data distribution storage on the processed data to serve as a final calling database of a verification report;
an application layer: various flexible verification report tasks and data trend arrangement are realized according to business requirements, so that the requirement of the whole dynamic metering is met; this section subjects the data to final data processing and collating to form a report of the required certification metrics.

Claims (6)

1.一种快速测量kA级直流电流突变的方法,其特征在于,1. a method for rapidly measuring the sudden change of kA level direct current, is characterized in that, 先使用电流互感器将直流大电流信号转换为小电流信号,通过采样电阻得到电压信号和小电流信号,通过调理电路对电压信号和小电流信号进行滤波整流和放大后进入交直流拟合测量模块,所述的电压信号和小电流信号包括交流电压信号和直流电流信号,所述的交直流拟合测量模块输出交流电压测量结果信号、直流电流测量结果信号和突变信号;First use the current transformer to convert the DC large current signal into a small current signal, obtain the voltage signal and small current signal through the sampling resistor, filter, rectify and amplify the voltage signal and small current signal through the conditioning circuit, and then enter the AC and DC fitting measurement module , the voltage signal and the small current signal include an AC voltage signal and a DC current signal, and the AC/DC fitting measurement module outputs an AC voltage measurement result signal, a DC current measurement result signal and a sudden change signal; 所述的直流电流测量结果信号输入直流大电流比较电路中,通过PWM进行脉冲调制调幅,然后通过磁调制变换为可精密测量的电压值;The DC current measurement result signal is input into the DC large current comparison circuit, and the pulse modulation amplitude modulation is performed by PWM, and then converted into a precisely measurable voltage value by magnetic modulation; 然后,将直流大电流比较电路的输出信号和交流电压测量结果信号经A/D转换器转化为计算机可处理的数字信号,所述的突变信号和直流大电流比较电路的输出信号采用电流突变量算法在计算机中得出全部直流大电流测量结果和电流突变测量结果。Then, the output signal of the DC high current comparison circuit and the AC voltage measurement result signal are converted into a digital signal that can be processed by the computer through the A/D converter. The algorithm obtains all the DC large current measurement results and the current sudden change measurement results in the computer. 2.根据权利要求1所述的一种快速测量kA级直流电流突变的方法,其特征在于,所述调理电路的具体处理过程如下:2. a kind of method for rapidly measuring kA level direct current abrupt change according to claim 1, is characterized in that, the concrete processing process of described conditioning circuit is as follows: 电压信号和小电流信号经过滤波整流和运算放大器放大处理,转换为精度满足交直流拟合测量模块的信号,进入交直流拟合测量模块中;同时,采用弱电信号进行同步跟踪处理,作为计算机MCU中断INTO的信号动作的来源。The voltage signal and the small current signal are filtered and rectified and amplified by the operational amplifier, converted into signals whose accuracy meets the AC-DC fitting measurement module, and entered into the AC-DC fitting measurement module; at the same time, the weak current signal is used for synchronous tracking processing, which is used as a computer MCU. The source of the signal action that interrupts INTO. 3.根据权利要求1或2所述的一种快速测量kA级直流电流突变的方法,其特征在于,在进入调理电路前先进行采样保持,即通过模拟开关和MOS场效应管对电压信号采样后保持采样的精度和速度。3. a kind of method for fast measuring kA level direct current abrupt change according to claim 1 and 2, it is characterized in that, before entering conditioning circuit, carry out sampling and hold first, namely sampling voltage signal by analog switch and MOS field effect transistor to maintain the accuracy and speed of sampling. 4.根据权利要求1或2所述的一种快速测量kA级直流电流突变的方法,其特征在于,所述交直流拟合测量模块的具体处理过程如下:4. a kind of method for rapidly measuring kA level direct current abrupt change according to claim 1 or 2, is characterized in that, the concrete processing process of described AC-DC fitting measurement module is as follows: 调理电路处理后的电压信号和小电流信号进行整形和滤波,然后进入直流大电流比较电路中进行直流大电流的精确测量;同时,将整形滤波后的直流信号与调理电路处理后的交流电压信号采用逻辑运算器进行运算,之后通过经三角波发生器切割后的PWM进行调宽调幅处理,将交流信号转变为方波信号,即突变信号,并记录突变量。The voltage signal and small current signal processed by the conditioning circuit are shaped and filtered, and then enter the DC high current comparison circuit for accurate measurement of the DC high current; at the same time, the DC signal after shaping and filtering is compared with the AC voltage signal processed by the conditioning circuit. The logic operator is used for operation, and then the width modulation and amplitude modulation are processed through the PWM cut by the triangular wave generator, and the AC signal is converted into a square wave signal, that is, a mutation signal, and the mutation amount is recorded. 5.根据权利要求1或2所述的一种快速测量kA级直流电流突变的方法,其特征在于,所述直流大电流比较电路的具体处理过程如下:5. The method for rapidly measuring the sudden change of kA-level DC current according to claim 1 or 2, wherein the specific processing process of the DC high current comparison circuit is as follows: 经交直流拟合测量模块整形过滤后的直流电流测量结果信号通过PWM进行脉冲调制输出,同时将PWM中信号通过SPI传送到FPGA,控制D/A转换器转换一个电压基准信号到积分器,积分器输出一个稳定电压信号控制PWM生成方波信号幅值,方波信号通过功率放大器对经交直流拟合测量模块整形滤波后的大电流信号进行直流的精确处理;然后将处理好的大电流信号作为一次信号通过磁调制变换,通过绕组在二次侧标准电阻上产生压降,精确测量电压值,换算后实现直流大电流的精确测量。The DC current measurement result signal after shaping and filtering by the AC-DC fitting and measurement module is output by pulse modulation through PWM. At the same time, the signal in the PWM is transmitted to the FPGA through SPI, and the D/A converter is controlled to convert a voltage reference signal to the integrator. The device outputs a stable voltage signal to control the PWM to generate the square wave signal amplitude. The square wave signal passes through the power amplifier to accurately process the high current signal after shaping and filtering by the AC and DC fitting and measurement module; then the processed high current signal is processed. As a primary signal, it is transformed by magnetic modulation, and a voltage drop is generated on the secondary side standard resistance through the winding, and the voltage value is accurately measured. After conversion, the accurate measurement of DC large current is realized. 6.根据权利要求1或2所述的一种快速测量kA级直流电流突变的方法,其特征在于,所述的电流突变量算法的架构包括数据源、获取层、数据层、能力层和应用层;6. A method for rapidly measuring kA-level DC current mutation according to claim 1 or 2, wherein the architecture of the current mutation algorithm comprises a data source, an acquisition layer, a data layer, a capability layer and an application Floor; 数据源:收集取样相应原始电量数据,数据包括电压值数据、电流值数据、时间值数据、频率数据、准确度数据和接口数据;这部分数据是需求测量的原始数据值以及相应突变信号特征值,是最终测量大电流数据和突变数据的基础值;Data source: Collect and sample the corresponding raw power data, including voltage value data, current value data, time value data, frequency data, accuracy data and interface data; this part of the data is the raw data value of the demand measurement and the characteristic value of the corresponding mutation signal , which is the basic value for the final measurement of large current data and mutation data; 获取层:主要通过ETL及内容分析实现数据的治理问题,确保数据的质量,保证数据的正确性、完整性、一致性、完备性、有效性、时效性和可获取性,主要通过空值处理、规范化数据格式、拆分数据、验证数据正确性和数据替换实现数据的整合;这部分数据会进行简单的处理,通过软件控制,分析数据所对应要求值的正确性、完整性、一致性、有效性,确保数据源采集的数据是所需求的数据;Acquisition layer: mainly through ETL and content analysis to achieve data governance issues, ensure data quality, ensure data correctness, integrity, consistency, completeness, validity, timeliness and availability, mainly through null value processing , normalize data format, split data, verify data correctness and data replacement to achieve data integration; this part of data will be processed simply, and the correctness, integrity, consistency, Effectiveness, to ensure that the data collected by the data source is the required data; 数据层:对原始电量数据进行模数处理后,将数据进行资源比对,将数据记录汇总集成再统一分析,支撑数据深度分析和数据挖掘能力,向主数据仓库输出关键指标数据和高度汇总数据;由于数据经过交直流拟合测量模块后将交流和直流分开处理,直流数据将直接记录为测量结果,交流数据经过分析算法通过基础分析能力和多维分析能力匹配成相对应突变的动态事件进行记录;根据统计的基础数据和各不同被检设备的数据构造WEB资源池;这部分数据汇总分析,与数据库内容进行比对,直流测量数据直接作为最终测量结果,交流数据需要匹配相应的电流突变特征,从而获知电流突变情况;Data layer: After modulo processing the raw power data, the data is compared with resources, the data records are aggregated and integrated for unified analysis, which supports in-depth data analysis and data mining capabilities, and outputs key indicator data and highly aggregated data to the main data warehouse. ;Because the data is processed separately from the AC and DC after the AC-DC fitting measurement module, the DC data will be directly recorded as the measurement result, and the AC data will be recorded into the dynamic events corresponding to the sudden change through the basic analysis ability and multi-dimensional analysis ability through the analysis algorithm. ;Construct a WEB resource pool according to the statistical basic data and the data of different inspected devices; this part of the data is summarized and analyzed, and compared with the database content, the DC measurement data is directly used as the final measurement result, and the AC data needs to match the corresponding current mutation characteristics , so as to know the current mutation situation; 能力层:通过对原始电量数据进行整合汇总,形成上层可用的数据挖掘工具,提供基础分析能力、多维分析能力、数据挖掘能力、实时分析能力、自助分析能力和数据共享能力,同时提供FTP传输、API接口和SQL\MDX语句使用能力;这部分数据进行汇总,将处理后的数据进行分类分析和数据分布存储,作为检定报告的最终调取数据库;Capability layer: By integrating and summarizing raw power data, data mining tools available to the upper layer are formed, providing basic analysis capabilities, multi-dimensional analysis capabilities, data mining capabilities, real-time analysis capabilities, self-service analysis capabilities, and data sharing capabilities. API interface and the ability to use SQL\MDX statements; this part of the data is summarized, the processed data is classified and analyzed, and the data is distributed and stored, as the final retrieval database of the verification report; 应用层:根据业务需要实现各种灵活检定报告任务和数据趋势整理,从而完成整个动态计量的要求;这部分将数据进行最终数据处理和整理,形成所需检定计量的报告。Application layer: realize various flexible verification report tasks and data trend sorting according to business needs, so as to complete the requirements of the entire dynamic measurement; this part processes and organizes the final data to form the required verification measurement report.
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