CN109635265A - A kind of test report generation system based on image recognition - Google Patents
A kind of test report generation system based on image recognition Download PDFInfo
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- G—PHYSICS
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
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- G06F40/166—Editing, e.g. inserting or deleting
- G06F40/186—Templates
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- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
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Abstract
The present invention relates to a kind of, and the test report based on image recognition generates system, including client and handheld terminal；The system realizes the test data image identification function of standalone version, realizes that test data automatic identification imports.It can be automatically imported report template, pilot project is corresponded to according to report content with user report management system interface, pass through the two dimensional code of Devices to test and corresponding test report template Auto-matching.It realizes client-based historical data analysis function, requires judge whether this experimental data is qualified according to the testing standard of importing.Instead of being manually entered, situations such as so as to avoid manual record error in data before, data inputting mistake, ensure that data reflect equipment operation condition strictly according to the facts, the with no paper operation of equipment test may be implemented, it is applicable not only to the test of power transformation primary equipment, it is also widely applied to the work of the equipment tests such as secondary power transformation, distribution and transmission of electricity, there is good versatility.
Description
Technical field
The invention belongs to intelligent power grid technology fields, and in particular to a kind of test report generation system based on image recognition
System.
Background technique
As China's power grid scale constantly expands, grid equipment quantity is increasing, and is developed " strong smart grid " and is had become
For the widespread consensus of China's electric power enterprise.
The expansion of power grid scale, number of devices increase, and new challenge is brought to electric power netting safe running.Electricity in power grid
Power equipment is not only the important component of power grid asset, and ensures the key point of power grid security reliability service.To electric power
For enterprise, the deterioration and failure of some equipment running status can impact entire power grid, cause huge economy
Loss, serious failure will also cause the consequences such as catastrophic casualties.Overhaul of the equipments is the important set of production management work
At part, to the equipment general level of the health is improved, guarantee that power grid security, reliability service are of great significance.
Electric equipment test bears very important effect in the power system, by various tests, to running equipment
It is diagnosed with the equipment that newly puts into operation, it is ensured that equipment safety operating and safe and stable operation of power system.With power grid construction scale
Gradually expand, electric equipment test is undermanned sharply expanded with production task between contradiction it is more prominent.
Current experiment work is a closed information island, but the record of current experimental data, test report is whole
Reason is manual operation, only just can be carried out interactive data information by papery report and records lack of standardization, incorrect, papery report
Lose and happens occasionally phenomena such as being affected by the external environment.Working efficiency cannot effectively improve, and lead to testing crew deficiency and life
Contradiction between the expansion of production task is more prominent.In addition, scene depends on artificial judgment, data analysis to the diagnosis of test data
It is limited by Personnel Skill Levels.Therefore the integration and exploitation for carrying out operation system, it is information-based to establish standard set test data
System, the seamless connection of realization and present each operation system information, reaches requirement of the Guo Wang company to electric power information,
It is the effective way for promoting electric equipment test working efficiency.
Summary of the invention
The purpose of the present invention is to provide a kind of, and the test report based on image recognition generates system, to solve above-mentioned background
The problem of being proposed in technology.
To achieve the above object, the invention provides the following technical scheme: a kind of test report based on image recognition generates
System, including client and handheld terminal；The client includes APP data management module, experimental data generation word document
Reporting modules, user management module, reporting format adaptation module, historical data analysis module, PMS2.0 data import modul,
Two-dimensional code generation module；The handheld terminal includes user's log-in module, Equipment Foundations information management module, test report generation
Module, test data diagnostic module；The APP data management module connects APP automatically, compares transmission data.
Test item and test data on the camera scan test instrument that this system passes through handheld terminal, automatic identification are surveyed
Examination project simultaneously imports data to corresponding test report template, automatically generates test report.
The user management module, the user management provide manager function, can modify login user data, modification report
Accuse format；Operation log recording, ordinary user import data and generate report permission；The reporting format adaptation module uses
WORD report template lead-in mode can voluntarily import new edition reporting format according to field application demand, update app reporting format
And the reporter species under corresponding equipment.
The historical data analysis module, analyzes historical data；The system carries out the test data at scene
Record requires judge whether this experimental data is qualified according to the testing standard of importing；History mean value is provided, maximum value is minimum
Value；It provides intelligent data analysis function simultaneously: carrying out early warning when this data is maximum history or minimum value, work as historical data
Occur carrying out early warning when continuous down or up trend, carries out early warning when this data and excessive factory primary data deviation.
A variety of trend-analysis curves are provided.
The PMS2.0 data import modul, client, which will be reported, requires the access of export standard according to PMS2.0 system access
Data template supports data reporting to import PMS2.0 system requirements.
The two-dimensional code generation module provides the end the PC program of two dimensional code generation, can configure quick response code printer.
The beneficial effects of the present invention are:
(1), the test report automatic generation function based on image recognition technology.This system is not required to be communicated with testing equipment,
It can will simultaneously be counted by test item and test data on the camera scan test instrument of handheld terminal, automatic identification test item
According to corresponding test report template is imported, test report is automatically generated.
(2), field equipment data intellectual analysis function.System records the test data at scene.It is equal to provide history
Value, maximum value, minimum value judge whether this experimental data is qualified.Intelligent data analysis function is provided simultaneously, such as: when this
Data carry out early warning when being maximum history or minimum value, carry out early warning when continuous down or up trend occurs in historical data,
Early warning is carried out when this data and excessive factory primary data deviation.
(3), with PMS system seamless interfacing.System can realize test data by local area network and PMS system seamless interfacing
It is automatic upload and downloading.
(4) this system is not required to be communicated with testing equipment, can be by the camera scan test instrument of handheld terminal
Test item and test data, automatic identification test item simultaneously import data to corresponding test report template, automatically generate examination
Test report.Standard screen template is established to all kinds of instrument, contain picture when normal measurement, result data screen position
Through 0 to 9 standard digital picture, measurement is consistent with standard screen template as far as possible when shooting.To the picture de-redundancy first of shooting
With gray scale linear stretch, two parts then are divided the image into using minimal error threshold method, in conjunction with Plateau histogram and double straight
Plateau equalization is used alone in every part in side's figure equalization.For the adaptivity of boosting algorithm, to each after segmentation
Part carries out the selection that histogram logarithmic transformation replaces platform threshold value.Basic mode needs by filtering (smooth, noise reduction), increases
By force, edge sharpening, texture analysis (removing skeleton, connectivity), image segmentation (gray scale, color, spectrum signature, textural characteristics, space
Feature), a series of processing of transformation (airspace and frequency domain, geometric transformation, chromaticity transformation) etc. obtain the profile picture of master data,
(template matching, search matching) is being matched using digital template, waits the picture of conflicts to carry out gridding point again to 3,8,0
Analysis, finally obtains the data value of measurement.
Detailed description of the invention
Fig. 1 is the structural diagram of the present invention；
Fig. 2 is work flow diagram of the invention.
Specific embodiment
Below with reference to embodiment, the present invention will be further described.
The following examples are intended to illustrate the invention, but cannot be used to limit the scope of the invention.Item in embodiment
Part can be adjusted according to actual conditions are further, under concept thereof of the invention all to method simple modifications of the invention
Belong to the scope of protection of present invention.
Referring to Fig. 1, the present invention provides a kind of technical solution: a kind of test report generation system based on image recognition,
The connection type of client and handheld terminal, handheld terminal and client is wireless signal connection, and client includes APP data pipe
Manage module, experimental data generates word document reporting modules, user management module, reporting format adaptation module, historical data
Analysis module, PMS2.0 data import modul, two-dimensional code generation module, handheld terminal include user's log-in module, Equipment Foundations
Information management module, test report generation module, test data diagnostic module.
APP data management module connects APP automatically, compares transmission data (data reporting, reporting format).
Experimental data generates word document reporting modules, reports the name format of preservation, naming rule: report name _ stand
Name _ operation number _ report time (time-division date).
User management module, user management (provide manager function, can modify login user data, modification report lattice
Formula), operation log recording, ordinary user import data generate report permission.
Reporting format adaptation module can voluntarily be led using WORD report template lead-in mode according to field application demand
Enter new edition reporting format, updates the reporter species under app reporting format and corresponding equipment.
Historical data analysis module, analyzes historical data.System records the test data at scene.It provides
Whether qualified history mean value, maximum value, minimum value judge this experimental data, while providing intelligent data analysis function: when this
Secondary data carry out early warning when being maximum history or minimum value, carry out when continuous down or up trend occurs in historical data pre-
It is alert, early warning is carried out when this data and excessive factory primary data deviation, a variety of trend-analysis curves are provided.
PMS2.0 data import modul, client will be reported requires export standard to access data according to PMS2.0 system access
Template supports data reporting to import PMS2.0 system requirements.
Two-dimensional code generation module provides the end the PC program of two dimensional code generation, can configure quick response code printer, two-dimension code label
Water-proof sun-proof.
User's log-in module, user supervisor are provided in pc client, carry out user's authorisation process, pipe by pc client
The operation such as increase, deletion, change of login user is managed, user management letter is automatically updated when handheld terminal is connect with pc client
Breath；Automatically exited from after program time-out, but will record and do not save data, need to re-start when being again introduced into log in, for example on
Secondary personnel log in, then are added in last time again to complete data.Such as user's difference, then restart to report production stage.
Equipment Foundations information management module, handheld terminal obtain facility information by scanning device two dimensional code, provide simultaneously
Device history status data is shown, provides history maintenance issue and record.
Test report generation module,
(1) according to two code information contents, equipment correspondence information to be detected is determined；
(2) the corresponding examining report type of equipment is shown according to facility information, selects report template to be detected；
(3) automatic filling report new line relevant information；
(4) according to the report template of selection, data is generated and identify interface, taken pictures one by one identification according to each test data；
(5) test is saved after completing, and whether prompt, which has, when preservation does not complete report item；
(6) it can be generated and be reported with vacancy test item；
(7) after data reporting record, the preview and change of data can be carried out.
Test data diagnostic module supports the multiple data recording function of pilot project, provides history mean value, maximum value, most
Small value judges whether this experimental data is qualified；Intelligent data analysis function is provided simultaneously, supports the out-of-limit prompting function of experimental data
Can: early warning is carried out when this data is maximum history or minimum value, when continuous down or up trend occurs in historical data
Early warning is carried out, carries out early warning when this data and excessive factory primary data deviation.
It although an embodiment of the present invention has been shown and described, for the ordinary skill in the art, can be with
A variety of variations, modification, replacement can be carried out to these embodiments without departing from the principles and spirit of the present invention by understanding
And modification, the scope of the present invention is defined by the appended.
Claims (7)
1. a kind of test report based on image recognition generates system, including client and handheld terminal；It is characterized by: described
Client includes APP data management module, experimental data generation word document reporting modules, user management module, reporting format
Adaptation module, historical data analysis module, PMS2.0 data import modul, two-dimensional code generation module；The handheld terminal packet
Include user's log-in module, Equipment Foundations information management module, test report generation module, test data diagnostic module；The APP
Data management module connects APP automatically, compares transmission data.
2. a kind of test report based on image recognition according to claim 1 generates system, it is characterised in that: this system
By test item and test data on the camera scan test instrument of handheld terminal, automatic identification test item and by data
Corresponding test report template is imported, test report is automatically generated.
3. a kind of test report based on image recognition according to claim 1 generates system, it is characterised in that: the use
Family management module, the user management provide manager function, can modify login user data, modify reporting format；Operate day
Will record, ordinary user import data and generate report permission；The reporting format adaptation module, is led using WORD report template
Enter mode, new edition reporting format can voluntarily be imported according to field application demand, updates under app reporting format and corresponding equipment
Reporter species.
4. a kind of test report based on image recognition according to claim 1 generates system, it is characterised in that: described to go through
History data analysis module, analyzes historical data；The system records the test data at scene, according to importing
Testing standard requires judge whether this experimental data is qualified；History mean value, maximum value, minimum value are provided；Data are provided simultaneously
Intellectual analysis function: carrying out early warning when this data is history maximum or minimum value, when historical data occur continuous decline or
Early warning is carried out when ascendant trend, carries out early warning when this data and excessive factory primary data deviation.
5. providing a variety of trend-analysis curves.
6. a kind of test report based on image recognition according to claim 1 generates system, it is characterised in that: described
PMS2.0 data import modul, client will be reported requires export standard to access data template, branch according to PMS2.0 system access
It holds data reporting and imports PMS2.0 system requirements.
7. a kind of test report based on image recognition according to claim 1 generates system, it is characterised in that: described two
Code generation module is tieed up, the end the PC program of two dimensional code generation is provided, can configure quick response code printer.
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| CN110659289A (en) * | 2019-09-17 | 2020-01-07 | 国网山东省电力公司莱芜供电公司 | Material quality detection test report management method and system |
| CN111507078A (en) * | 2020-03-18 | 2020-08-07 | 金现代信息产业股份有限公司 | Test report control method and system |
| CN112181379A (en) * | 2020-10-20 | 2021-01-05 | 山东泰开电力电子有限公司 | Factory test process informatization platform and operation method thereof |
| CN112364613A (en) * | 2020-10-30 | 2021-02-12 | 中国运载火箭技术研究院 | Automatic generation system for aircraft test data interpretation report |
| CN113705189A (en) * | 2021-08-26 | 2021-11-26 | 深圳瑞德林生物技术有限公司 | Experiment recording method, system, equipment and storage medium |
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Application publication date: 20190416 |