CN113128883A - GIM file automatic scoring method, device and storage medium - Google Patents
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Abstract
The application discloses a GIM file automatic scoring method, a device and a storage medium, wherein the GIM file automatic scoring method comprises the following steps: presetting a scoring index library; obtaining a GIM file, and analyzing the GIM file to obtain index parameters; matching the index parameters analyzed in the GIM file with the scoring rules of the scoring index library to perform operation judgment processing to obtain index scores corresponding to the index parameters; and summarizing the index scores, and finally outputting a scoring result. By the mode, the GIM file can be automatically scored and a scoring result can be output, so that designers can be assisted to find design problems in advance, and the design quality and efficiency are improved; auxiliary reviewers can more comprehensively understand and master the GIM file; therefore, the evaluation quality and the evaluation efficiency of the three-dimensional design result GIM file are improved.
Description
Technical Field
The application relates to the technical field of data analysis, in particular to a method and a device for automatically scoring a GIM file and a storage medium.
Background
At present, the electric power design result file is input and output in a unified standard format, namely a GIM format; however, because of different designer levels, different understanding of the GIM format standards, unfamiliar operation of GIM software and the like, the GIM file submitted to a review unit may not meet the review standard; for the GIM file submitted by the designer, the reviewer can only manually display the result to judge whether the design quality meets the requirement.
At present, designers mainly rely on the design experience and level of the designers to output a three-dimensional design output result GIM file without an intuitive systematic scoring report; the reviewer cannot quickly and accurately make a review judgment. The method has the problems of incomplete and unreasonable judgment, easy omission, low efficiency and the like.
Disclosure of Invention
The application provides a method and a device for automatically scoring a GIM file and a storage medium, and aims to solve the problems that in the prior art, the examination of the GIM file is incomplete and unreasonable, and the GIM file is easy to miss and low in efficiency.
In order to solve the technical problem, the present application provides a method for automatically scoring a GIM file, including: presetting a scoring index library; obtaining a GIM file, and analyzing the GIM file to obtain index parameters; matching the index parameters analyzed in the GIM file with the scoring rules of the scoring index library to perform operation judgment processing to obtain index scores corresponding to the index parameters; and summarizing the index scores, and finally outputting a scoring result.
Optionally, the method further comprises: matching the index parameters analyzed in the GIM file with the scoring rules of the scoring index library to perform operation judgment processing to obtain index scores and score deduction reasons corresponding to the index parameters; and summarizing the index scores and the deduction reasons, and finally outputting a scoring report, wherein the scoring report comprises the names of a scoring index library, the index scores and the deduction reasons.
Optionally, the GIM file includes a GIM model, and the GIM model includes a substation engineering or a line engineering; and the grading index library is divided into a transformer substation engineering three-dimensional design grading library and a line engineering three-dimensional design grading index library according to the type of the GIM.
Optionally, the scoring rules include a specific numerical judgment rule, a numerical range rule, and a presence/absence judgment rule.
Optionally, the GIM file includes a file header and a storage domain, where the file header stores metadata information of the model file, including file identification, file name, creation time, and version number; the storage domain stores data entities of the model, and the internal memory of the storage domain is continuous storage.
Optionally, parsing the GIM file includes: checking whether the GIM file is in compliance; if so, decompressing the GIM file by adopting a 7z algorithm to obtain a corresponding four-layer file structure; and sequentially reading corresponding attribute files according to the GIM modeling specification, inquiring and correlating to find required attribute information, and extracting index parameters.
Optionally, the rule for determining whether there is a class is: whether the index parameters exist in the GIM file or not; the specific numerical judgment rule is as follows: whether the index parameters are reasonable or not compared with the numerical values in the score index library; the value range class rule is: whether the index parameter can satisfy the numerical range in the score index library.
Optionally, the score report is in word format or pdf format.
In order to solve the above technical problems, the present application provides an automatic scoring device for a GIM file, which includes a memory and a processor, wherein the memory is connected to the processor, the memory stores a computer program, and the computer program implements the above method when executed by the processor.
To solve the above technical problem, the present application provides a computer-readable storage medium storing a computer program, which when executed implements the above method.
The application provides a GIM file automatic scoring method, a device and a storage medium, wherein the GIM file automatic scoring method comprises the following steps: presetting a scoring index library; obtaining a GIM file, and analyzing the GIM file to obtain index parameters; matching the index parameters analyzed in the GIM file with the scoring rules of the scoring index library to perform operation judgment processing to obtain index scores corresponding to the index parameters; and summarizing the index scores, and finally outputting a scoring result. By the mode, the GIM file can be automatically scored and a scoring result can be output, so that designers can be assisted to find design problems in advance, and the design quality and efficiency are improved; auxiliary reviewers can more comprehensively understand and master the GIM file; therefore, the evaluation quality and the evaluation efficiency of the three-dimensional design result GIM file are improved.
Drawings
In order to more clearly illustrate the technical solution of the present application, the drawings needed to be used in the embodiments will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present application, and it is obvious for those skilled in the art to obtain other drawings without creative efforts.
FIG. 1 is a schematic flow chart illustrating an embodiment of a method for automatically scoring a GIM file of the present application;
FIG. 2 is a schematic structural diagram of an embodiment of a GIM file storage method of the present application;
FIG. 3 is an organizational chart of an embodiment of the present application GIM model file;
FIG. 4 is a flowchart illustrating an embodiment of GIM file parsing according to the present application;
FIG. 5 is a schematic flowchart of another embodiment of the method for automatically scoring GIM files of the present application;
FIG. 6 is a schematic structural diagram of an embodiment of an automatic GIM document scoring device according to the present application;
FIG. 7 is a schematic structural diagram of an embodiment of a computer-readable storage medium of the present application.
Detailed Description
In order to make those skilled in the art better understand the technical solution of the present application, the method, device and storage medium for automatically scoring a GIM file provided by the present application are described in further detail below with reference to the accompanying drawings and the detailed description.
First, the GIM mentioned below is a power grid information model, and the GIM file is a power grid three-dimensional design result standard output file. Based on the fact that the GIM files in the prior art are manually checked and mainly depend on the design experience and level of designers and reviewers, the problem of dependency and subjectivity exists, the GIM file automatic scoring method can automatically check and score the GIM files, and greatly improves the checking efficiency.
Referring to fig. 1, fig. 1 is a schematic flow chart of an embodiment of the method for automatically scoring a GIM file according to the present application, and in this embodiment, the method specifically includes the following steps:
s110: and presetting a scoring index library.
And presetting a scoring index library. The key parameters to participate in automatic grading are classified, configured and input, different index libraries are divided according to line and power transformation specialties, and the index libraries mainly comprise information such as index types, specialties, voltage levels, index names, index units and hierarchical levels.
The GIM file comprises a GIM model, and the GIM model comprises a power transformation project or a line project; and the grading index library is divided into a transformer substation engineering three-dimensional design grading library and a line engineering three-dimensional design grading index library according to the type of the GIM.
The configuration items of the scoring index library include scoring rules. The scoring rules may include a specific numerical judgment rule, a numerical range rule, and a presence/absence judgment rule.
The judgment rule for the existence of the class is as follows: judging whether the index parameters exist in the GIM file or not; and if the index exists in the GIM model, not deducting points if the index exists in the GIM model, and deducting points if the index does not exist in the GIM model.
The specific numerical judgment rule is as follows: judging whether the index parameters are reasonable compared with the numerical values in the score index library or not; and judging whether the attribute value of the index is reasonable or not by using the value analyzed in the GIM attribute and the value configured in the index library, wherein the judgment logic is greater than, less than, equal to or not equal to the four values. And the mark is not deducted when the condition is met, and the mark is not deducted.
The value range class rule is: and judging whether the index parameters can meet the numerical range in the score index library. And giving opening and closing intervals of the numerical range, such as [ a, b ] or (a, b ], comparing by using the attribute values in the GIM model, and deducting if the attribute values do not pass.
In addition, the configuration items of the score index library can further comprise total scores of the score items, deduction step lengths and deduction descriptions. The deduction step length refers to the deduction score which does not pass after the rule matching result every time; the reason for the deduction is an explanatory word in the case where the condition is not satisfied.
S120: and obtaining a GIM file, and analyzing the GIM file to obtain index parameters.
Analyzing the GIM Wenjiang according to the related standard of the GIM, and storing the obtained index parameters. First, a storage structure and a storage manner of the GIM file will be described.
The GIM file may include a file header and a storage domain, as shown in fig. 2, fig. 2 is a schematic structural diagram of an embodiment of a GIM file storage manner of the present application. The file header stores metadata information of the model file, including file identification, file name, creation time and version number; the storage domain stores data entities of the model, and the internal memory of the storage domain is continuous storage.
The GIM standard file may include the following subfiles: CBM, DEV, PHM and MOD.
The interactive file storage domain may be compressed using a 7Z algorithm. The data stored by the 5GIM file comprises: geometric model unit (· mod), composite model (· phm), physical model (· dev).
Logical models (. sch), engineering models (. cbm), and attribute information (. fam). The standard format file is stored in four directory structures, as shown in fig. 3, fig. 3 is an organizational structure diagram of an embodiment of the present application GIM model file.
The specific steps of obtaining a GIM file and analyzing the GIM file to obtain index parameters are shown in fig. 4, where fig. 4 is a schematic flow chart of an embodiment of GIM file analysis of the present application, and specifically includes:
s121: and checking whether the GIM file is compliant.
And judging according to the specification of the GIM file, the byte information in the read file header and the file structure.
S122: decompressing the GIM file.
And if the GIM file is in compliance, decompressing the GIM file by adopting a 7z algorithm to obtain a corresponding four-layer file structure.
S123: and analyzing the attribute file and extracting indexes.
And sequentially reading the corresponding attribute files according to the GIM modeling specification, and inquiring and associating to find out the required attribute information. And extracting index parameters.
S130: and matching the index parameters analyzed in the GIM file with the scoring rules of the scoring index library to perform operation judgment processing to obtain index scores corresponding to the index parameters.
When a GIM file is submitted, the transformer project evaluation index library or the line project evaluation index library can be automatically matched and used according to the type of the designed GIM file.
Matching the index parameters analyzed in the GIM file with the corresponding scoring rules to perform operation judgment processing, and finally obtaining the actual scores of the indexes.
S140: and summarizing the index scores, and finally outputting a scoring result.
Through the mode, the method of the embodiment can automatically score the GIM file and output the scoring result, can assist designers to find design problems in advance, and improves design quality and efficiency; auxiliary reviewers can more comprehensively understand and master the GIM file; therefore, the evaluation quality and the evaluation efficiency of the three-dimensional design result GIM file are improved.
Referring to fig. 5, fig. 5 is a schematic flow chart of another embodiment of the method for automatically scoring a GIM file according to the present application, which specifically includes the following steps:
s210: and presetting a scoring index library.
S220: and obtaining a GIM file, and analyzing the GIM file to obtain index parameters.
S230: and matching the index parameters analyzed in the GIM file with the scoring rules of the scoring index library to perform operation judgment processing to obtain index scores and deduction reasons corresponding to the index parameters.
S240: and summarizing the index scores and the deduction reasons, and finally outputting a scoring report, wherein the scoring report comprises the names of a scoring index library, the index scores and the deduction reasons.
Unlike the previous embodiment, the final output of the embodiment is a score report, which includes the name of the score index library, the index score and the reason for the point deduction. The score report may be in word format or pdf format.
For example, according to whether the engineering type corresponding to the GIM model is power transformation or circuit, a scoring index library corresponding to the GIM model and the final score and deduction description of each corresponding scoring index are inquired, and finally, a scoring report in a word format is derived.
Based on the above method for automatically scoring the GIM file, the present application further provides a GIM file automatic scoring device, as shown in fig. 6, fig. 6 is a schematic structural diagram of an embodiment of the GIM file automatic scoring device of the present application. The GIM file automatic scoring device 600 may comprise a memory 61 and a processor 62, the memory 61 is connected with the processor 62, a computer program is stored in the memory 61, and the computer program realizes the method of any one of the above embodiments when being executed by the processor 62. The steps and principles thereof have been described in detail in the above method and will not be described in detail herein.
In the present embodiment, the processor 62 may also be referred to as a Central Processing Unit (CPU). The processor 62 may be an integrated circuit chip having signal processing capabilities. The processor 62 may also be a general purpose processor, a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), a Field Programmable Gate Array (FPGA) or other programmable logic device, discrete gate or transistor logic, discrete hardware components. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like.
Based on the above automatic GIM file scoring method, the application also provides a computer readable storage medium. Referring to fig. 7, fig. 7 is a schematic structural diagram of an embodiment of a computer-readable storage medium according to the present application. The computer-readable storage medium 700 has stored thereon a computer program 71, the computer program 71, when executed by a processor, implementing the method of any of the embodiments described above. The steps and principles thereof have been described in detail in the above method and will not be described in detail herein.
Further, the computer-readable storage medium 700 may also be various media that can store program codes, such as a usb disk, a removable hard disk, a read-only memory (ROM), a Random Access Memory (RAM), a magnetic tape, or an optical disk.
It is to be understood that the specific embodiments described herein are merely illustrative of the application and are not limiting of the application. In addition, for convenience of description, only a part of structures related to the present application, not all of the structures, are shown in the drawings. The step numbers used herein are also for convenience of description only and are not intended as limitations on the order in which the steps are performed. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
The terms "first", "second", etc. in this application are used to distinguish between different objects and not to describe a particular order. Furthermore, the terms "include" and "have," as well as any variations thereof, are intended to cover non-exclusive inclusions. For example, a process, method, system, article, or apparatus that comprises a list of steps or elements is not limited to only those steps or elements listed, but may alternatively include other steps or elements not listed, or inherent to such process, method, article, or apparatus.
Reference herein to "an embodiment" means that a particular feature, structure, or characteristic described in connection with the embodiment can be included in at least one embodiment of the application. The appearances of the phrase in various places in the specification are not necessarily all referring to the same embodiment, nor are separate or alternative embodiments mutually exclusive of other embodiments. It is explicitly and implicitly understood by one skilled in the art that the embodiments described herein can be combined with other embodiments.
The above description is only for the purpose of illustrating embodiments of the present application and is not intended to limit the scope of the present application, and all modifications of equivalent structures and equivalent processes, which are made by the contents of the specification and the drawings of the present application or are directly or indirectly applied to other related technical fields, are also included in the scope of the present application.
Claims (10)
1. A GIM file automatic scoring method is characterized by comprising the following steps:
presetting a scoring index library;
obtaining a GIM file, and analyzing the GIM file to obtain index parameters;
matching the index parameters analyzed in the GIM file with the scoring rules of the scoring index library to perform operation judgment processing to obtain index scores corresponding to the index parameters;
and summarizing the index scores, and finally outputting a scoring result.
2. The GIM file automatic scoring method according to claim 1, further comprising:
matching the index parameters analyzed in the GIM file with the scoring rules of the scoring index library to perform operation judgment processing to obtain index scores and mark deduction reasons corresponding to the index parameters;
and summarizing the index scores and the deduction reasons, and finally outputting a scoring report, wherein the scoring report comprises names of a scoring index library, the index scores and the deduction reasons.
3. The GIM file automatic scoring method according to claim 1,
the GIM file comprises a GIM model, and the GIM model comprises a power transformation project or a line project; and the grading index library is divided into a transformer substation engineering three-dimensional design grading library and a line engineering three-dimensional design grading index library according to the type of the GIM.
4. The GIM file automatic scoring method according to claim 1,
the scoring rules comprise specific numerical value judgment rules, numerical value range rules and whether or not there are judgment rules.
5. The GIM file automatic scoring method according to claim 1,
the GIM file comprises a file header and a storage domain, wherein the file header stores metadata information of the model file, including file identification, file name, creation time and version number; the memory of the data entity of the storage domain storage model is continuous storage.
6. The GIM file automatic scoring method according to claim 5, wherein said parsing the GIM file comprises:
checking whether the GIM file is in compliance;
if so, decompressing the GIM file by adopting a 7z algorithm to obtain a corresponding four-layer file structure;
and sequentially reading corresponding attribute files according to the GIM modeling specification, inquiring and correlating to find required attribute information, and extracting the index parameters.
7. The GIM file automatic scoring method according to claim 4,
the judgment rule of the existence of the classes is as follows: whether the index parameter exists in a GIM file or not;
the specific numerical judgment rule is as follows: whether the index parameter is reasonable compared with the numerical value in the score index library;
the value range class rule is as follows: whether the index parameter can satisfy the numerical range in the score index library.
8. The GIM file automatic scoring method according to claim 2,
the score report is in word format or pdf format.
9. A GIM file automatic scoring device, comprising a memory and a processor, wherein the memory is connected with the processor, the memory stores a computer program, and the computer program realizes the method of any one of claims 1 to 8 when executed by the processor.
10. A computer-readable storage medium, characterized in that a computer program is stored which, when executed, implements the method of any one of claims 1-8.
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113792436A (en) * | 2021-09-17 | 2021-12-14 | 国网福建省电力有限公司 | Power transmission and transformation project design review system and method based on GIM model |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20150093737A1 (en) * | 2012-10-31 | 2015-04-02 | Sk Telecom Co., Ltd. | Apparatus and method for automatic scoring |
| CN109345133A (en) * | 2018-10-17 | 2019-02-15 | 大国创新智能科技(东莞)有限公司 | Reviewing method and robot system based on big data and deep learning |
| CN110879939A (en) * | 2019-10-30 | 2020-03-13 | 北京天元创新科技有限公司 | Method and device for generating response document |
| CN111127244A (en) * | 2018-11-01 | 2020-05-08 | 国网江苏电力设计咨询有限公司 | Three-dimensional intelligent auxiliary evaluation system and method for power transmission and transformation project |
| CN112541713A (en) * | 2020-12-30 | 2021-03-23 | 中科院计算技术研究所大数据研究院 | Government affair open automatic evaluation method based on index system |
| CN112634436A (en) * | 2020-12-21 | 2021-04-09 | 上海金曲信息技术有限公司 | Equipment lightweight display system of power system BIM model |
-
2021
- 2021-04-23 CN CN202110447118.9A patent/CN113128883A/en active Pending
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20150093737A1 (en) * | 2012-10-31 | 2015-04-02 | Sk Telecom Co., Ltd. | Apparatus and method for automatic scoring |
| CN109345133A (en) * | 2018-10-17 | 2019-02-15 | 大国创新智能科技(东莞)有限公司 | Reviewing method and robot system based on big data and deep learning |
| CN111127244A (en) * | 2018-11-01 | 2020-05-08 | 国网江苏电力设计咨询有限公司 | Three-dimensional intelligent auxiliary evaluation system and method for power transmission and transformation project |
| CN110879939A (en) * | 2019-10-30 | 2020-03-13 | 北京天元创新科技有限公司 | Method and device for generating response document |
| CN112634436A (en) * | 2020-12-21 | 2021-04-09 | 上海金曲信息技术有限公司 | Equipment lightweight display system of power system BIM model |
| CN112541713A (en) * | 2020-12-30 | 2021-03-23 | 中科院计算技术研究所大数据研究院 | Government affair open automatic evaluation method based on index system |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113792436A (en) * | 2021-09-17 | 2021-12-14 | 国网福建省电力有限公司 | Power transmission and transformation project design review system and method based on GIM model |
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Application publication date: 20210716 |