CN105867267A - Method for automatically reporting instrument readings of distribution station room through image identification technology - Google Patents
Method for automatically reporting instrument readings of distribution station room through image identification technology Download PDFInfo
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- CN105867267A CN105867267A CN201610205172.1A CN201610205172A CN105867267A CN 105867267 A CN105867267 A CN 105867267A CN 201610205172 A CN201610205172 A CN 201610205172A CN 105867267 A CN105867267 A CN 105867267A
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B19/00—Programme-control systems
- G05B19/02—Programme-control systems electric
- G05B19/04—Programme control other than numerical control, i.e. in sequence controllers or logic controllers
- G05B19/048—Monitoring; Safety
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Abstract
The invention discloses a method for automatically reporting instrument readings of a distribution station room through an image identification technology. The station room is internally provided with a track and a track camera, a power line is connected, and a data line is connected with a computer control device; the computer control device, according to a real-time instrument image transmitted by the camera, through a core image identification mode algorithm, obtains the instrument readings in the station room; monitoring data is accessed to an internal network of a power company, first of all, the data is collected to an "intelligent operation maintenance control platform", the data is analyzed and determined according to an algorithm mode, and work sate data of each device in the distribution station room is obtained; and according to the work state data of the devices, fault analysis or maintenance analysis is performed on onsite devices, and alarm information is timely generated in case of abnormities. The method provided by the invention can discover the abnormities timely and generate an alarm, improves the work efficiency of the operation maintenance work and mitigates the work intensity of operation personnel.
Description
Technical field
The invention belongs to power domain, relate to a kind of being realized the method that distribution station meter reading reports automatically by image recognition technology.
Background technology
Intelligent distribution network is basic link and the important component part of intelligent grid construction, is collection source and the command executing unit of electrical network basis service data, is also the new stage of distribution network automated technology development simultaneously.Along with the technology of Internet of things deep utilization in operation of power networks field, the details of distribution station switch cubicle meter reading can be obtained in real time by image recognition technology, by data analysis and judgement, timely unusual circumstance, advance power distribution network intelligent construction well.
Relative to current power distribution network detection technique, the Heterosis of intelligent distribution network is: the real-time of device data acquisition, abnormal information active obtaining, data shared resources, and the system expandability is strong, and the intelligent level of senior application is high.At present in intelligent grid process of construction, because distribution station equipment disperses and of a great variety, distribution station equipment routing inspection work always weak link, although senior application is also applied in distribution network system, but the most intelligent.
Summary of the invention
It is an object of the invention to provide and a kind of realized the method that distribution station meter reading reports automatically by image recognition technology, the method obtains distribution station Instrument image by orbit camera, through bullet image recognition mode algorithm, automatically distribution station meter reading is obtained, the duty of power equipment in station is analyzed and judges according to management and control logic by Monitoring Data, complete station and patrol and examine work, unusual circumstance in time also produces alarm, promote the work efficiency of O&M service work, alleviate operation maintenance personnel working strength.
The purpose of the present invention is achieved through the following technical solutions:
A kind of realized the method that distribution station meter reading reports automatically by image recognition technology, it is characterised in that the method comprises the following steps:
1) attachment rail and orbit camera in station, the line that switches on power, data wire are connected to computerized equipment；
2) the real-time Instrument image that computerized equipment transmits according to video camera, through bullet image recognition mode algorithm, obtains meter reading in station；
3) Monitoring Data accesses Utilities Electric Co. Intranet, first collects " intelligence fortune inspection control platform ", is analyzed data according to algorithm model and judges, each equipment working state data in drawing distribution station；
4) according to equipment working state data, field apparatus being carried out accident analysis or examining and analyzing, unusual circumstance produces warning information in time.
In the present invention, according to practical situation attachment rail and orbit camera: according to equipment display case in distribution station and station building structure, track installation mode can be divided into ceiling mounting type and floor rail type, and data transfer mode can be divided into wired and wireless.
Bullet image recognition mode algorithm mainly includes following step: 1, Image Acquisition and modeling；2, instrument is automatically positioned and perspective correction；3, gauge pointer automatically extracts；4, meter reading automatically generates.
Being analyzed data according to algorithm model and judge: the data that algorithm model participates in calculating have real time imaging identification data, power information acquisition system, circuit Real-time Load information, Unit account of plant information etc., algorithm combines other system data and judges that whether the meter reading identified is in normal range of operation.
Account information includes the essential informations such as the title of equipment, rated current, rated voltage, model, manufacturer and the extension information possessed according to device type difference.
The present invention realizes, by image recognition technology, the method that distribution station meter reading reports automatically, the method obtains distribution station Instrument image by orbit camera, through bullet image recognition mode algorithm, automatically distribution station meter reading is obtained, the duty of power equipment in station is analyzed and judges according to management and control logic by Monitoring Data, complete station and patrol and examine work, unusual circumstance in time also produces alarm, promote the work efficiency of O&M service work, alleviate operation maintenance personnel working strength.
The method not only achieves intelligent network distribution and monitors in real time and abnormal conditions active reporting, and intelligent level is also adapted to and the current and following intelligent power distribution net construction.
Accompanying drawing explanation
Fig. 1 is to realize, by image recognition technology, the flow chart that distribution station meter reading reports automatically.
Detailed description of the invention
A kind of realized the method that distribution station meter reading reports automatically by image recognition technology, comprise the following steps:
1) according to practical situation attachment rail and orbit camera in station, switch on power line, data wire etc. are connected to computerized equipment；According to practical situation attachment rail and orbit camera: according to equipment display case in distribution station and station building structure, track installation mode can be divided into ceiling mounting type and floor rail type, and data transfer mode can be divided into wired and wireless；
2) the real-time Instrument image that computerized equipment transmits according to video camera, through bullet image recognition mode algorithm, obtains meter reading in station；Bullet image recognition mode algorithm mainly includes following step: 1, Image Acquisition and modeling；2, instrument is automatically positioned and perspective correction；3, gauge pointer automatically extracts；4, meter reading automatically generates.
3) Monitoring Data accesses Utilities Electric Co. Intranet, first collects " intelligence fortune inspection control platform ", is analyzed data according to algorithm model and judges, each equipment working state data in drawing distribution station；The data that algorithm model participates in calculating have real time imaging identification data, power information acquisition system, circuit Real-time Load information, Unit account of plant information etc., and algorithm combines other system data and judges that whether the meter reading identified is in normal range of operation；Account information includes the essential informations such as the title of equipment, rated current, rated voltage, model, manufacturer and the extension information possessed according to device type difference.
4) according to equipment working state data, field apparatus being carried out accident analysis or examining and analyzing, unusual circumstance produces warning information in time.
Claims (4)
1. one kind realizes the method that distribution station meter reading reports automatically by image recognition technology, it is characterised in that the method comprises the following steps:
1) attachment rail and orbit camera in station, the line that switches on power, data wire are connected to computerized equipment；
2) the real-time Instrument image that computerized equipment transmits according to video camera, through bullet image recognition mode algorithm, obtains meter reading in station；
3) Monitoring Data accesses Utilities Electric Co. Intranet, first collects " intelligence fortune inspection control platform ", is analyzed data according to algorithm model and judges, each equipment working state data in drawing distribution station；
4) according to equipment working state data, field apparatus being carried out accident analysis or examining and analyzing, unusual circumstance produces warning information in time.
The most according to claim 1 realized the method that distribution station meter reading reports automatically by image recognition technology, it is characterized in that: in step 1), according to practical situation attachment rail and orbit camera: according to equipment display case in distribution station and station building structure, track installation mode is divided into ceiling mounting type and floor rail type, and data transfer mode is divided into wired and wireless.
The most according to claim 1 realized the method that distribution station meter reading reports automatically by image recognition technology, it is characterised in that: step 2) in, bullet image recognition mode algorithm mainly includes following step:
1) Image Acquisition and modeling；
2) instrument is automatically positioned and perspective correction；
3) gauge pointer automatically extracts；
4) meter reading automatically generates.
The most according to claim 1 realized the method that distribution station meter reading reports automatically by image recognition technology, it is characterized in that: in step 3), being analyzed data according to algorithm model and judge: the data that algorithm model participates in calculating have real time imaging identification data, power information acquisition system, circuit Real-time Load information, Unit account of plant information, algorithm combines other system data and judges that whether the meter reading identified is in normal range of operation.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
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| CN201610205172.1A CN105867267A (en) | 2016-04-05 | 2016-04-05 | Method for automatically reporting instrument readings of distribution station room through image identification technology |
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| CN201610205172.1A CN105867267A (en) | 2016-04-05 | 2016-04-05 | Method for automatically reporting instrument readings of distribution station room through image identification technology |
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| CN105867267A true CN105867267A (en) | 2016-08-17 |
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| CN201610205172.1A Pending CN105867267A (en) | 2016-04-05 | 2016-04-05 | Method for automatically reporting instrument readings of distribution station room through image identification technology |
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Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110837812A (en) * | 2019-11-14 | 2020-02-25 | 深圳罗兰得技术有限公司 | Test monitoring method and system |
| CN111562540A (en) * | 2020-05-17 | 2020-08-21 | 宁夏隆基宁光仪表股份有限公司 | Electric energy meter detection monitoring method based on dynamic image recognition and analysis |
| CN112906602A (en) * | 2021-03-04 | 2021-06-04 | 杭州电力设备制造有限公司 | Automatic identification device and identification method for electricity meter of power distribution cabinet based on image processing |
| CN114161452A (en) * | 2021-12-30 | 2022-03-11 | 山东省科学院自动化研究所 | Inspection robot control system |
| CN117312929A (en) * | 2023-11-29 | 2023-12-29 | 国网浙江省电力有限公司杭州供电公司 | Identification method and device for station building reconstruction type, terminal equipment and storage medium |
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| JP2009168752A (en) * | 2008-01-18 | 2009-07-30 | Takahashi Kogyo:Kk | Photographing device for surface inspection of concrete pole |
| CN102938540A (en) * | 2012-11-27 | 2013-02-20 | 宁波市鄞州供电局 | Substation equipment detection system |
| CN104391506A (en) * | 2014-09-19 | 2015-03-04 | 福州大学 | Transformer station guide rail type inspection robot |
| CN105262994A (en) * | 2015-10-14 | 2016-01-20 | 南京第五十五所技术开发有限公司 | Instrument identification device and method based on intelligent track video camera |
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2016
- 2016-04-05 CN CN201610205172.1A patent/CN105867267A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2009168752A (en) * | 2008-01-18 | 2009-07-30 | Takahashi Kogyo:Kk | Photographing device for surface inspection of concrete pole |
| CN102938540A (en) * | 2012-11-27 | 2013-02-20 | 宁波市鄞州供电局 | Substation equipment detection system |
| CN104391506A (en) * | 2014-09-19 | 2015-03-04 | 福州大学 | Transformer station guide rail type inspection robot |
| CN105262994A (en) * | 2015-10-14 | 2016-01-20 | 南京第五十五所技术开发有限公司 | Instrument identification device and method based on intelligent track video camera |
Cited By (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110837812A (en) * | 2019-11-14 | 2020-02-25 | 深圳罗兰得技术有限公司 | Test monitoring method and system |
| CN110837812B (en) * | 2019-11-14 | 2022-11-15 | 戴西茶 | Test monitoring method and system |
| CN111562540A (en) * | 2020-05-17 | 2020-08-21 | 宁夏隆基宁光仪表股份有限公司 | Electric energy meter detection monitoring method based on dynamic image recognition and analysis |
| CN112906602A (en) * | 2021-03-04 | 2021-06-04 | 杭州电力设备制造有限公司 | Automatic identification device and identification method for electricity meter of power distribution cabinet based on image processing |
| CN112906602B (en) * | 2021-03-04 | 2023-08-25 | 杭州电力设备制造有限公司 | Automatic identification device and identification method for electric quantity meter of power distribution cabinet based on image processing |
| CN114161452A (en) * | 2021-12-30 | 2022-03-11 | 山东省科学院自动化研究所 | Inspection robot control system |
| CN117312929A (en) * | 2023-11-29 | 2023-12-29 | 国网浙江省电力有限公司杭州供电公司 | Identification method and device for station building reconstruction type, terminal equipment and storage medium |
| CN117312929B (en) * | 2023-11-29 | 2024-02-13 | 国网浙江省电力有限公司杭州供电公司 | Identification method and device for station building reconstruction type, terminal equipment and storage medium |
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