WO2016019855A1

WO2016019855A1 - Data conversion method and apparatus

Info

Publication number: WO2016019855A1
Application number: PCT/CN2015/086046
Authority: WO
Inventors: 孙健; 竺懋渝; 袁清芳; 王海云; 杨楠; 高明伟; 刘慧珍; 杜晨红; 张岩; 王存平
Original assignee: 国家电网公司; 国网北京市电力公司
Priority date: 2014-08-08
Filing date: 2015-08-04
Publication date: 2016-02-11
Also published as: CN105335428A

Abstract

A data conversion method and apparatus. The data conversion method comprises: acquiring reference data in a reference data source (S802); reading a reference data format of the reference data (S804); acquiring to-be-converted data in a to-be-converted data source (S806), a to-be-converted data format of the to-be-converted data and the reference data format being different formats; and converting the to-be-converted data into target data according to the reference data format (S808), a target data format of the target data being the same as the reference data format. The method solves the technical problem in the related art that cross-data source analysis cannot be performed on data of different data sources.

Description

Data conversion method and device

Technical field

The present invention relates to the field of data processing, and in particular to a data conversion method and apparatus.

Background technique

At present, the power system needs to analyze the data of a large number of different data sources when performing data analysis. Data from different data sources often have different data formats. In the related art, when analyzing data source data of different data formats, a technical solution of independent analysis is often adopted.

When analyzing data, independent data analysis schemes cannot combine multiple data sources, and the analysis efficiency is relatively low, which is not conducive to comprehensive simulation test of multiple data.

For example, the power system analysis program BPA is mainly designed for calculation. It only retains the standard value information necessary for calculation, but lacks corresponding equipment information and original parameters. In order to make up for this deficiency, the system specially developed PSDB equipment library management. software. Among them, PSDB uses FOXPRO database, correspondingly increased device nameplate value, can generate PSD-BPA trend and stable data, PSD-BPA uses fixed format text file, trend (.DAT) and stable (.SWI) two files contain All data used in electromechanical transients. However, the PSDB software has a single function and a simple human-machine interface design.

For example, the production management system PMIS is completely based on the self-developed power business software platform for system construction, which has the characteristics of system standardization, transmission and distribution integration, but the data based on PMIS cannot directly analyze data in other formats, ie different data. Source data cannot be analyzed across data sources.

For the problem that data of different data sources in related technologies cannot be analyzed across data sources, no effective solution has been proposed yet.

Summary of the invention

Embodiments of the present invention provide a data conversion method and apparatus, to at least solve the technical problem that data of different data sources in the related art cannot be analyzed across data sources.

In order to achieve the above object, according to an aspect of the present invention, a data conversion method is provided. The method includes: obtaining reference data in a reference data source; reading a reference data format of the reference data; and acquiring data to be converted in the data source to be converted, where the data format of the data to be converted and the reference data format are different formats. And converting the data to be converted into target data according to a reference data format, wherein the target number of target data The format is the same as the reference data format.

Further, after converting the data to be converted into target data according to the reference data format, the data conversion method further includes: generating a database according to the target data; and storing the target data in the database.

Further, after the target data is stored in the database, the data conversion method further includes: reading the target data from the database; and generating a simulation file according to the target data, where the simulation file is a file for performing simulation processing on the target data.

Further, after reading the target data from the database, the data conversion method further comprises: generating a graphic file according to the target data; outputting the graphic file to the software front end; and displaying the graphic file on the graphic interface of the software front end.

Further, converting the data to be converted into the target data according to the reference data format includes: comparing the data to be converted with the reference data; determining whether there is a difference between the data to be converted and the reference data; if it is determined that there is no difference between the data to be converted and the reference data , the data to be converted is converted into target data; and if it is determined that there is a difference between the data to be converted and the reference data, an alarm is generated.

In order to achieve the above object, according to another aspect of the present invention, a data conversion apparatus is provided. The device includes: a first acquiring unit, configured to acquire reference data in a reference data source; a first reading unit, configured to read a reference data format of the reference data; and a second acquiring unit, configured to obtain the data source to be converted Data to be converted, wherein the data format of the data to be converted and the reference data format are different formats; and a conversion unit for converting the data to be converted into target data according to the reference data format, wherein the target data format of the target data Same as the reference data format.

Further, the data conversion apparatus further includes: a first generating unit, configured to generate a database according to the target data after converting the data to be converted into the target data according to the reference data format; and a storage unit configured to store the target data in the database in.

Further, the data conversion device further includes: a second reading unit, configured to read the target data from the database after storing the target data in the database; and a second generating unit, configured to generate the simulation file according to the target data The simulation file is a file that simulates the target data.

Further, the data conversion device further includes: a third generating unit, configured to: after reading the target data from the database, generate a graphic file according to the target data; an output unit, configured to output the graphic file to the software front end; and a display unit, Used to display graphic files on the graphical interface of the software front end.

Further, the converting unit includes: a comparing module, configured to compare the data to be converted with the reference data; and a determining module, configured to determine whether there is a difference between the data to be converted and the reference data; and a conversion module, configured to determine the data to be converted and When there is no difference in the reference data, the data to be converted is converted into the target data; and the alarm module is configured to perform an alarm when it is determined that there is a difference between the data to be converted and the reference data.

In the embodiment of the present invention, the reference data in the reference data source is obtained, the reference data format of the reference data is read, and the data to be converted in the data source to be converted is obtained, where the data to be converted is to be converted. Formatting the reference data format into a different format; and converting the data to be converted into target data according to the reference data format, wherein a target data format of the target data is the same as the reference data format, thereby implementing The technical effect of facilitating the effect of data analysis is achieved, thereby solving the technical problem that data of different data sources in the related art cannot be analyzed across data sources.

DRAWINGS

The drawings described herein are intended to provide a further understanding of the invention, and are intended to be a part of the invention. In the drawing:

1 is a schematic diagram of a data conversion apparatus according to an embodiment of the present invention;

2 is a schematic diagram of a software architecture for data conversion in accordance with an embodiment of the present invention;

3 is a schematic diagram of data processing performed by a BPA interface according to an embodiment of the present invention;

4 is a schematic diagram of data processing performed by a PSDB interface according to an embodiment of the present invention;

FIG. 5 is a schematic diagram of data processing performed by a PMIS interface according to an embodiment of the present invention; FIG.

6 is a schematic diagram of model conversion in accordance with an embodiment of the present invention;

7 is a schematic diagram of data processing performed by a PSASP interface according to an embodiment of the present invention;

8 is a flow chart of a data conversion method in accordance with an embodiment of the present invention.

detailed description

The technical solutions in the embodiments of the present invention are clearly and completely described in the following with reference to the accompanying drawings in the embodiments of the present invention. It is an embodiment of the invention, but not all of the embodiments. All other embodiments obtained by those skilled in the art based on the embodiments of the present invention without creative efforts shall fall within the scope of the present invention.

It is to be understood that the terms "first", "second" and the like in the specification and claims of the present invention are used to distinguish similar objects, and are not necessarily used to describe a particular order or order. It is to be understood that the data so used may be interchanged where appropriate, so that the embodiments of the invention described herein can be implemented in a sequence other than those illustrated or described herein. In addition, the terms "comprising" and "having" and any variants thereof are intended to cover a non-exclusive inclusion, for example, a process that includes a series of steps or units. The method, system, product, or device is not necessarily limited to those steps or units that are clearly listed, but may include other steps or units that are not explicitly listed or are inherent to such processes, methods, products, or devices.

According to an embodiment of the present invention, there is provided a data conversion apparatus for converting different data source data into data of the same format.

1 is a schematic diagram of a data conversion device in accordance with an embodiment of the present invention.

As shown in FIG. 1, the apparatus includes: a first acquisition unit 10, a first reading unit 20, a second acquisition unit 30, and a conversion unit 40.

The first obtaining unit 10 is configured to acquire reference data in the reference data source. The first reading unit 20 is configured to read a reference data format of the reference data. The second obtaining unit 30 is configured to obtain data to be converted in the data source to be converted, where the data format of the data to be converted and the reference data format are in different formats. The converting unit 40 is configured to convert the data to be converted into target data according to a reference data format, wherein the target data format of the target data is the same as the reference data format.

In the implementation of the present invention, the reference data in the reference data source is obtained; the reference data format of the reference data is read; the data to be converted in the data source to be converted is obtained; and the data to be converted is converted into the target data according to the reference data format. It is convenient for data analysis.

It should be noted that the reference data source is a preset data source, for example, the BPA data source can be used as a reference data source, wherein the BPA data source format includes a power flow (.DAT) and a stable (.SWI) file format. The data source to be converted may include a PSDB data source, a PSD-BPA data source, and a PMIS data source. Different data sources can transfer data in their own data sources to the data platform through their respective data source interfaces for corresponding data conversion. For example, the PSDB data source, the PSD-BPA data source, and the PMIS data source can transmit corresponding data to the foregoing data platform through the PSDB data source interface, the PSD-BPA data source interface, and the PMIS data source interface, respectively.

It should be noted that the foregoing data platform is a simulation platform integrating graphics, modules and libraries. It can realize data fusion of PSDB, PSD-BPA and PMIS, and identify data with differences by one by one, and save data without difference. Go to the database. On this basis, different operation modes of BPA, PSASP and PACAD/EMTDC and automatic generation of planning data simulation calculation files are realized.

2 is a schematic diagram of a software architecture for data conversion according to an embodiment of the present invention. As shown in FIG. 2, the data platform includes a data source interface: a PSDB data source interface, a PSD-BPA data source interface, and a PMIS data source interface. These data source interfaces are used to input data in a format opposite to the data source. Specifically, the PSDB uses the foxpro database, the PMIS can export the Excel file, and the BPA uses the data files in the dat and swi formats; the data platform also includes a data management module, and The foregoing data source interfaces are connected for comparing, extracting, and performing data query, data editing, grid incremental data statistics and addition, data check and check, and device statistics on the PSDB, BPA, and PMIS data. Analysis and typical parameter library maintenance, etc.; the data platform also includes a database, connected to the aforementioned data management module, for storing data after conversion. The data platform also includes a graphical interface. Connected with the aforementioned database, the graphical interface is developed in C# language. Users can use the graphical interface to use the data stored in the database to realize grid graphics rendering, grid data query and editing functions. At the same time, the grid topology and calculation results can be intuitive. Displayed in the graphical interface; in addition, the data platform also includes a PSD-BPA interface, a PSASP interface, and a PSACD\EMTDC interface. These interfaces can convert the data obtained by the foregoing transformation in opposite directions, respectively, and obtain and output BPA data, PSASP data, and PSACD\EMTDC data, specifically, PSD-BPA interface and PSASP interface can realize PSD-BPA, PSASP power flow calculation and automatic generation of electromechanical transient simulation files under different operation modes. The PSACD\EMTDC interface can automatically form an electromagnetic transient simulation file of the specified analysis object according to the graphic data and the grid parameters in the database.

It should be noted that BPA, PSDB and PMIS are used to output static data, and BPA is also used to output steady state data.

Preferably, in the embodiment of the present invention, the data conversion device may further include: a first generating unit and a storage unit.

The first generating unit is configured to generate a database according to the target data after converting the data to be converted into the target data according to the reference data format. The storage unit is used to store the target data in a database.

Preferably, in the embodiment of the present invention, the data conversion device may further include: a second reading unit and a second generating unit.

The second reading unit is configured to read the target data from the database after storing the target data in the database. The second generating unit is configured to generate a simulation file according to the target data, where the simulation file is a file for performing simulation processing on the target data.

Preferably, in the embodiment of the present invention, the data conversion device may further include: a third generation unit, an output unit, and a display unit

The third generating unit is configured to generate a graphic file according to the target data after reading the target data from the database; the output unit is configured to output the graphic file to the software front end; and the display unit is configured to display the graphic file on the graphic interface of the software front end.

Preferably, in the embodiment of the present invention, the converting unit 40 includes: a comparison module, a determination module, a conversion module, and an alarm module. The comparison module is configured to compare the data to be converted with the reference data; the determining module is configured to determine whether there is a difference between the data to be converted and the reference data; and the conversion module is configured to be converted when it is determined that there is no difference between the data to be converted and the reference data. The data is converted into target data; and the alarm module is configured to perform an alarm when it is determined that there is a difference between the data to be converted and the reference data.

It should be noted that FIG. 3 is a schematic diagram of data processing performed by the BPA interface according to an embodiment of the present invention. As shown in FIG. 3, the BPA is a bidirectional interface, that is, BPA data can be written into the data platform, and data of the data platform can also generate BPA. The file, that is, the data of the BPA data source can be converted into target data, and can also be used to convert the target data into data of the BPA data source. BPA is formatted text. Therefore, the data must be parsed according to the BPA format, and the parsed data is compared with the PSDB data and stored in the data platform. Because it involves multiple sources of data, Data must be categorized one by one to achieve data fusion. In Figure 3, BPA files (DAT, SWI) can be used for data fusion through the platform database, or simulation files can be generated according to the platform database. The data in the platform database in the figure may also include data obtained by converting PSDB data and PMIS data.

Taking BPA data as reference data and PSDB data as data to be converted as an example, in the process of comparing BPA and PSDB data, the following steps are performed: for the same recorded data, the named value of the PSDB data is converted into a standard value, which will be converted. The obtained standard value is compared with the standard value of BPA. When the difference between the two is less than 5%, the BPA standard data is stored in the data platform, and the log is recorded; when the difference between the two is greater than 5%, Perform alarm processing and record logs; add data to different records and add them to the database.

It should be noted that, according to the preset requirement condition, when the BPA file is generated, the BPA file is stored and generated according to the preset job; the BPA file is generated according to the preset area; and the BPA file is generated according to the preset commissioning time. When analyzing the transformed data, the load data can be generated according to the load growth rate.

4 is a schematic diagram of data processing performed by a PSDB interface according to an embodiment of the present invention. As shown in FIG. 4, the PSDB is a data file based on FoxPro, and uses multiple table storage methods, and multiple tables include a line parameter table and a transformer parameter table. The generator parameter table, the capacitor parameter table and the reactor parameter table are used to save the named value parameters required for power system analysis and calculation. The PSDB of the database is imported as a one-way interface, that is, the data of the PSDB can only be written to the data platform. In the process of writing the PSDB into the database, on the basis of the query mapping table, the parameters of each component are compared one by one with the standard value parameter of the BPA, and each parameter that meets the requirements is written into the database of the data platform. Specifically, the BPA data and the device topology information and the PSDB data can be read from the database, and the two data are compared and fused to generate data in the platform database.

5 is a schematic diagram of data processing performed by a PMIS interface according to an embodiment of the present invention. As shown in FIG. 5, the PMIS can export an EXCEL file, and the database stores the production information of the line and the transformer device, such as the wire type, the voltage level, and the maximum allowable. Current, length, etc. This information allows verification and addition of PSDB data and BPA data. The PMIS database stores information such as operating unit, asset unit, voltage level, maintenance team, line number, line name, current nature, erection mode, line length, cable length, tower base number, and wire type. Specifically, the BPA data and the device topology information and the PMIS data can be read from the database, and the two data are compared and fused to generate data in the platform database.

6 is a schematic diagram of model conversion according to an embodiment of the present invention. As shown in FIG. 6, an EMTDC model can be automatically constructed by using BPA model data. The basic process is as follows: a stored BPA model including topology information is first read from a database. Data recording, then parsing the BPA data of different types of devices into corresponding component parameter information in the EMTDC, and generating corresponding component models in the EMTDC according to the component parameters and the network topology information. Using the corresponding model block diagram in BPA, the custom model transformation is realized by assigning the actual parameter values to the model attributes. Finally, the .psc file is automatically generated according to the information storage format of modules, components, etc. in the .psc file. Specifically, the BPA data and the device topology are read from the database, and the BPA data model is parsed to generate an electromagnetic transient simulation file (.psc file).

7 is a schematic diagram of data processing performed by a PSASP interface according to an embodiment of the present invention. As shown in FIG. 7, taking the power flow data as an example, PSASP manages a bus (cdb_bus), a generator (cdb_generat), and a corresponding data table in the mySQL database. Data such as load (cdb_load with static characteristic load), line (cdb_acline), dual winding transformer (cdb_trans_2w), and three-winding transformer (cdb_trans_3w) and DC line (cdb_dcline).

By reading the platform database from the database, converting the corresponding data, and then inserting the corresponding data into the mySQL database to obtain the PSASPmySQL database, which can form an instance for PSASP simulation analysis.

According to an embodiment of the present invention, there is also provided a data conversion method for converting different data source data into data of the same format. The data conversion method can be run on a computer processing device. It should be noted that the data conversion method provided by the embodiment of the present invention may be performed by the data conversion apparatus of the embodiment of the present invention. The data conversion apparatus of the embodiment of the present invention may also be used to perform the data conversion method of the embodiment of the present invention.

8 is a flow chart of a data conversion method in accordance with an embodiment of the present invention. As shown in FIG. 8, the method includes the following steps S802 to S808:

Step S802, acquiring reference data in the reference data source.

Step S804, reading a reference data format of the reference data.

Step S806, the data to be converted in the data source to be converted is obtained, where the data format of the data to be converted and the reference data format are in different formats.

Step S808: Convert the data to be converted into target data according to a reference data format, wherein the target data format of the target data is the same as the reference data format.

It should be noted that the foregoing data platform is a simulation platform integrating graphics, modules and libraries, which can realize data fusion of PSDB, PSD-BPA and PMIS, and identify data with differences by one by one, and will have no difference data. Save to the database. On this basis, different operation modes of BPA, PSASP and PACAD/EMTDC and automatic generation of planning data simulation calculation files are realized.

The structure of the data platform is as shown in FIG. 2, wherein the data platform includes a data source interface: a PSDB data source interface, a PSD-BPA data source interface, and a PMIS data source interface, and the data source interfaces are used to input the data source. Format data, specifically, PSDB uses foxpro database, PMIS can export Excel file, BPA uses dat and swi format data files; the data platform also includes data management module, which is connected with the aforementioned data source interface for PSDB , BPA and PMIS data are compared, extracted, and data query, data editing, grid incremental data statistics and additions, data inspection and verification, equipment statistical analysis, and typical parameter library maintenance are performed in the database; The database is included and connected to the foregoing data management module for storing the converted data. The data platform also includes a graphical interface, which is connected with the aforementioned database, and the graphical interface is developed by using the C# language. The user can use the graphical interface to utilize the data stored in the database to realize grid graphic drawing, grid data query and editing functions, and the grid. The topology and calculation results can also be displayed visually in the graphical interface. In addition, the data platform also includes a PSD-BPA interface, a PSASP interface, and a PSACD\EMTDC interface. These interfaces can be converted in the opposite direction by the data obtained by the foregoing transformation, respectively. The BPA data, the PSASP data and the PSACD\EMTDC data are outputted. Specifically, the PSD-BPA interface and the PSASP interface can automatically generate PSD-BPA, PSASP power flow calculation and electromechanical transient simulation files in different operation modes. The PSACD\EMTDC interface can automatically form an electromagnetic transient simulation file of the specified analysis object according to the graphic data and the grid parameters in the database.

Preferably, in the embodiment of the present invention, after the data to be converted is converted into the target data according to the reference data format, the data conversion method may further include:

S2, generating a database according to the target data;

S4, the target data is stored in the database.

Preferably, in the embodiment of the present invention, after the target data is stored in the database, the data conversion method may further include:

S6, reading the target data from the database.

S8: Generate a simulation file according to the target data, where the simulation file is a file for performing simulation processing on the target data.

Preferably, in the embodiment of the present invention, after the target data is read from the database, the data conversion method may further include:

S10. Generate a graphic file according to the target data.

S12, outputting a graphic file to the software front end.

S14, displaying a graphic file on a graphical interface of the software front end.

Preferably, in the embodiment of the present invention, converting the data to be converted into target data according to the reference data format may include:

S16, comparing the data to be converted with the reference data.

S18. Determine whether there is a difference between the data to be converted and the reference data.

S20. If it is determined that there is no difference between the data to be converted and the reference data, the data to be converted is converted into the target data.

S22. If it is determined that there is a difference between the data to be converted and the reference data, an alarm is performed.

It should be noted that, as shown in FIG. 3, the BPA is a bidirectional interface, that is, the BPA data can be written into the data platform, and the data of the data platform can also generate a BPA file, that is, the data of the BPA data source can be converted into the target data, and also Can be used to convert target data into data from BPA data sources. BPA is formatted text. Therefore, the data must be parsed according to the BPA format, and the parsed data is compared with the PSDB data and stored in the data platform. Because of the multi-source data involved, it is necessary to record the data one by one to achieve data fusion. In Figure 3, BPA files (DAT, SWI) can be used for data fusion through the platform database, or simulation files can be generated according to the platform database. The data in the platform database in the figure may also include data obtained by converting PSDB data and PMIS data.

As shown in FIG. 4, the PSDB is a FoxPro-based data file, which uses multiple table storage methods. The multiple tables include a line parameter table, a transformer parameter table, a generator parameter table, a capacitor parameter table, and a reactor parameter table for Save the named value parameters required for power system analysis calculations. The PSDB of the database is imported as a one-way interface, that is, the data of the PSDB can only be written to the data platform. In the process of writing the PSDB into the database, on the basis of the query mapping table, the parameters of each component are compared one by one with the standard value parameter of the BPA, and each parameter that meets the requirements is written into the database of the data platform. Specifically, the BPA data and the device topology information and the PSDB data can be read from the database, and the two data are compared and fused to generate data in the platform database.

As shown in Figure 5, PMIS can export EXCEL files, which store the production of lines and transformers. Information such as wire type, voltage rating, maximum allowable current, length, etc. This information allows verification and addition of PSDB data and BPA data. The PMIS database stores information such as operating unit, asset unit, voltage level, maintenance team, line number, line name, current nature, erection mode, line length, cable length, tower base number, and wire type. Specifically, the BPA data and the device topology information and the PMIS data can be read from the database, and the two data are compared and fused to generate data in the platform database.

As shown in Fig. 6, the EMTDC model can be automatically constructed by using the BPA model data. The basic process is as follows: the stored BPA model data record including the topology information is read from the database, and then the BPA data of different types of devices is parsed into EMTDC. The corresponding component parameter information is generated, and corresponding component models in the EMTDC are generated according to the component parameters and the network topology information. Using the corresponding model block diagram in BPA, the custom model transformation is realized by assigning the actual parameter values to the model attributes. Finally, the .psc file is automatically generated according to the information storage format of modules, components, etc. in the .psc file. Specifically, the BPA data and the device topology are read from the database, and the BPA data model is parsed to generate an electromagnetic transient simulation file (.psc file).

As shown in Figure 7, taking the power flow data as an example, PSASP manages the bus (cdb_bus), generator (cdb_generat), load (cdb_load static load), line (cdb_acline), and double winding transformer through the corresponding data table in the mySQL database. (cdb_trans_2w) and three-winding transformer (cdb_trans_3w) and DC line (cdb_dcline) and other data.

The serial numbers of the embodiments of the present invention are merely for the description, and do not represent the advantages and disadvantages of the embodiments.

In the above-mentioned embodiments of the present invention, the descriptions of the various embodiments are different, and the parts that are not detailed in a certain embodiment can be referred to the related descriptions of other embodiments.

In the several embodiments provided by the present application, it should be understood that the disclosed technical contents may be implemented in other manners. The device embodiments described above are only schematic. For example, the division of the unit may be a logical function division. In actual implementation, there may be another division manner, for example, multiple units or components may be combined or may be Integrate into another system, or some features can be ignored or not executed. In addition, the mutual coupling or direct coupling or communication connection shown or discussed may be an indirect coupling or communication connection through some interface, unit or module, and may be electrical or otherwise.

The units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, may be located in one place, or may be distributed to multiple units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution of the embodiment.

In addition, each functional unit in each embodiment of the present invention may be integrated into one processing unit, or Each unit is physically physically present, or two or more units may be integrated into one unit. The above integrated unit can be implemented in the form of hardware or in the form of a software functional unit.

The integrated unit, if implemented in the form of a software functional unit and sold or used as a standalone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present invention, which is essential or contributes to the prior art, or all or part of the technical solution, may be embodied in the form of a software product stored in a storage medium. A number of instructions are included to cause a computer device (which may be a personal computer, server or network device, etc.) to perform all or part of the steps of the methods described in various embodiments of the present invention. The foregoing storage medium includes: a U disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a removable hard disk, a magnetic disk, or an optical disk, and the like. .

The above description is only a preferred embodiment of the present invention, and it should be noted that those skilled in the art can also make several improvements and retouchings without departing from the principles of the present invention. It should be considered as the scope of protection of the present invention.

Claims

A data conversion method, comprising:

Obtain reference data in the reference data source;

Reading a reference data format of the reference data;

Obtaining data to be converted in the data source to be converted, wherein the data format of the data to be converted and the reference data format are different formats;

Converting the data to be converted into target data according to the reference data format, wherein a target data format of the target data is the same as the reference data format.
The data conversion method according to claim 1, wherein after the data to be converted is converted into target data according to the reference data format, the data conversion method further comprises:

Generating a database based on the target data;

The target data is stored in the database.
The data conversion method according to claim 2, wherein after the storing the target data in the database, the data conversion method further comprises:

Reading the target data from the database;

Generating a simulation file according to the target data, where the simulation file is a file for performing simulation processing on the target data.
The data conversion method according to claim 3, wherein after the reading the target data from the database, the data conversion method further comprises:

Generating a graphic file according to the target data;

Outputting the graphic file to a software front end;

The graphic file is displayed on a graphical interface of the software front end.
The data conversion method according to claim 1, wherein converting the data to be converted into target data according to the reference data format comprises:

Comparing the data to be converted with the reference data;

Determining whether there is a difference between the data to be converted and the reference data;

If it is determined that there is no difference between the data to be converted and the reference data, the number of to-be-converted Converted to the target data;

If it is determined that there is a difference between the data to be converted and the reference data, an alarm is performed.
A data conversion device, comprising:

a first acquiring unit, configured to acquire reference data in a reference data source;

a first reading unit, configured to read a reference data format of the reference data;

a second acquiring unit, configured to acquire data to be converted in the data source to be converted, where the data format of the data to be converted and the reference data format are different formats;

a converting unit, configured to convert the data to be converted into target data according to the reference data format, wherein a target data format of the target data is the same as the reference data format.
The data conversion device according to claim 6, further comprising:

a first generating unit, configured to generate a database according to the target data after converting the data to be converted into target data according to the reference data format;

a storage unit, configured to store the target data in the database.
The data conversion device according to claim 7, further comprising:

a second reading unit, configured to read the target data from the database after storing the target data in the database;

And a second generating unit, configured to generate a simulation file according to the target data, where the simulation file is a file that performs simulation processing on the target data.
The data conversion device according to claim 8, further comprising:

a third generating unit, configured to generate a graphic file according to the target data after reading the target data from the database;

An output unit for outputting the graphic file to a software front end;

And a display unit, configured to display the graphic file on a graphical interface of the software front end.
The data conversion device according to claim 6, wherein the conversion unit comprises:

a comparison module, configured to compare the data to be converted with the reference data;

a determining module, configured to determine whether there is a difference between the data to be converted and the reference data;

a conversion module, configured to convert the data to be converted into the target data when it is determined that there is no difference between the data to be converted and the reference data;

The alarm module is configured to perform an alarm when it is determined that there is a difference between the data to be converted and the reference data.