CN106570948A - Transformer substation intelligent meter reading system provided with portable device - Google Patents
Transformer substation intelligent meter reading system provided with portable device Download PDFInfo
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- CN106570948A CN106570948A CN201610987066.3A CN201610987066A CN106570948A CN 106570948 A CN106570948 A CN 106570948A CN 201610987066 A CN201610987066 A CN 201610987066A CN 106570948 A CN106570948 A CN 106570948A
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- meter reading
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- 238000012545 processing Methods 0.000 claims abstract description 18
- 238000004891 communication Methods 0.000 claims abstract description 17
- 238000000034 method Methods 0.000 claims description 17
- 230000009466 transformation Effects 0.000 claims description 14
- 230000015654 memory Effects 0.000 claims description 13
- 238000001514 detection method Methods 0.000 claims description 10
- 230000008569 process Effects 0.000 claims description 8
- 238000003708 edge detection Methods 0.000 claims description 7
- 230000005540 biological transmission Effects 0.000 claims description 4
- 238000001914 filtration Methods 0.000 claims description 4
- 238000012937 correction Methods 0.000 claims description 3
- 238000007689 inspection Methods 0.000 abstract description 6
- 238000005516 engineering process Methods 0.000 description 3
- 230000009286 beneficial effect Effects 0.000 description 2
- 210000000697 sensory organ Anatomy 0.000 description 2
- 241001085205 Prenanthella exigua Species 0.000 description 1
- 238000004458 analytical method Methods 0.000 description 1
- 230000008901 benefit Effects 0.000 description 1
- 238000004364 calculation method Methods 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 238000006243 chemical reaction Methods 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 239000004744 fabric Substances 0.000 description 1
- 230000001788 irregular Effects 0.000 description 1
- 238000012423 maintenance Methods 0.000 description 1
- 238000012544 monitoring process Methods 0.000 description 1
- 238000002407 reforming Methods 0.000 description 1
- 239000004065 semiconductor Substances 0.000 description 1
- 230000006641 stabilisation Effects 0.000 description 1
- 238000011105 stabilization Methods 0.000 description 1
- 230000007704 transition Effects 0.000 description 1
Classifications
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- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
- G07C1/00—Registering, indicating or recording the time of events or elapsed time, e.g. time-recorders for work people
- G07C1/20—Checking timed patrols, e.g. of watchman
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
- G06T5/80—Geometric correction
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/10—Image acquisition modality
- G06T2207/10004—Still image; Photographic image
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/20—Special algorithmic details
- G06T2207/20048—Transform domain processing
- G06T2207/20061—Hough transform
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- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Arrangements For Transmission Of Measured Signals (AREA)
Abstract
The invention discloses a transformer substation intelligent meter reading system provided with a portable device. The meter reading system includes a portable client and a remote terminal. The remote terminal includes a camera module, a storage module, a computing and processing module and a wireless communication module. The camera module is used for photographing meters in a transformer substation and storing the photograph of the meters into the storage module; the storage module is used for storing data sent by the camera module; the computing and processing module is used for reading the data in the storage module, processing the photograph of the meters, calculating the read numbers, and carrying out communication with the portable client by means of the wireless communication module; the wireless communication module is used for communication between the computing processing module and the portable client. The meter reading system is high in inspection efficiency and is low in manpower cost.
Description
Technical field
The present invention relates to intelligent substation patrol field, more particularly to a kind of intelligent substation for being equipped with portable equipment
Kilowatt meter reading-out system.
Background technology
Transformer station is the core hinge of electrical networks at different levels, is played an important role in electric energy transmission and voltage stabilization, right
It is the key technology means for ensureing electric power netting safe running that station equipment routine is patrolled and examined.With rapid development of economy, power system
Scale constantly expands, and the requirement of system stability is improved constantly.Existing manual inspection pattern high labor intensive, detection quality point
Dissipate, it is big by vile weather interference, it is more difficult to meet above-mentioned needs.As machine intelligence patrols and examines the appearance of technology, it can replace manually
Undertake that operation difficulty is big, the work that required precision is high, it is more and more of interest for industrial circle.In order to complete in transformer station
The monitoring of primary equipment running status, needs to carry out regularly examination and maintenance to transformer station.At present, make an inspection tour main by artificial
Mode carries out the qualitative judgement of sense organ to equipment or librarian use instrument is measured.At the scene the equipment of carrying out is patrolled operations staff
Depending on, it is main by seeing, touching, listening, smelling etc. that sense organ or instrument go to realize, and compare with accumulating experience, so as to judge that its runs shape
Condition.Can the defect or hidden danger of equipment be found in time, except the professional qualities personal with tour personnel, working attitude and work
Lack failure modes, system after state is relevant, and the equipment and method of work for also using with tour personnel is relevant, and accident occurs
Analysis, responsibility are unclear, are so difficult the requirement that increasingly improves to power supply quality of satisfaction, at the same high pressure, terrible weather environment and
Under the conditions of equipment irregular operation, not only personal safety is threatened, and the safe and stable operation to electrical network is buried necessarily
Hidden danger.Simultaneously the most still mechanical indicating pointer instrument of the instrument of Generic Substation, is shown by hand of dial, the artificial precision for reading
Low, poor reliability is stronger to the subjective judgment dependency of people.And under transformer station's current device, numeral is carried out to instrumentation
Auto upgrading is huge due to cost, and technical requirements are higher, there is certain difficulty.
The content of the invention
Goal of the invention:In order to overcome the high problem of inefficiency, human cost present in existing substation inspection, this
It is bright to propose a kind of intelligent substation kilowatt meter reading-out system for being equipped with portable equipment.
Technical scheme:To reach this purpose, the present invention is employed the following technical solutions:
The intelligent substation kilowatt meter reading-out system for being equipped with portable equipment of the present invention, including athe portable client and long-range
Terminal, remote terminal includes photographing module, memory module, calculates processing module and wireless communication module, wherein:
Photographing module:For shooting converting station instrument photo, and instrument photo is stored into memory module;
Memory module:For storing the data of photographing module transmission;
Calculate processing module:Data in for reading memory module, are processed instrument picture, calculate reading, with
And communicated with athe portable client by wireless communication module;
Wireless communication module:For realizing calculating the communication between processing module and athe portable client.
Further, the calculating processing module is processed instrument picture by the following method, calculates reading:
S1:The position of fixation and recognition dial plate in instrument picture;
S2:Cutting correction is carried out to dial plate image;
S3:Gray proces, gaussian filtering, binaryzation and edge detection process are carried out to dial plate image, to project pointer position
Put;
S4:In the image that edge detection process is obtained, using Hough transformation detection of straight lines algorithm, positioning pointer position with
Angle, calculates total indicator reading.
Further, in step S4, total indicator reading r is calculated according to formula (1):
In formula (1), θpointerFor angle value of the pointer in Hough transformation coordinate system, θ0It is zero graduation line in Hough transformation
Angle value in coordinate system, θfullFor angle value of the full scale line in Hough transformation coordinate system, R is instrument range value.
Beneficial effect:Compared with prior art, the present invention has following beneficial effect:
1) convenience degree of regional substation inspection work of having inconvenient traffic is improve, patrol officer only need to sit in the controlling
The heart, you can patrol and examine work by what the system completed instrument;
2) human cost patrolled and examined is reduced, one patrol officer can be responsible for one or even multiple transformer stations by the system
Interior instrument patrols and examines work, reduces the manpower burden patrolled and examined in work;
3) speed for patrolling and examining work is improve, the condition adjudgement of equipment instrument can be completed by software, suspicious feelings is occurring
Again by patrol officer's actual inspection during condition, original patrol mode work efficiency is compared higher;
4) other information reforming mode is compared, it is simple to operate with being more easy to the characteristics of the system has miniaturization low cost
The characteristics of popularization.
Description of the drawings
Fig. 1 is the system schematic of the specific embodiment of the invention;
Fig. 2 is the system architecture diagram of the specific embodiment of the invention;
Fig. 3 is the algorithm flow chart of the calculating meter reading of the specific embodiment of the invention.
Specific embodiment
Technical scheme is further introduced with reference to specific embodiment.
This specific embodiment discloses a kind of intelligent substation kilowatt meter reading-out system for being equipped with portable equipment, such as Fig. 1 and Fig. 2
It is shown, including athe portable client and remote terminal.Remote terminal is erected at meter location to be inspected, is selected by athe portable client
Selecting property logs in respective handling module, issues control instruction and obtains instrumented data.Remote terminal include photographing module, memory module,
Processing module and wireless communication module are calculated, wherein:
Athe portable client:Optional cell phone platform, builds SSH services, using SSH simultaneously in mobile phone terminal and remote terminal
Service can patrol and examine operation with Telnet remote terminal, concurrent cloth instruction control.
Photographing module:For shooting converting station instrument photo, and instrument photo is stored into memory module.It is main to select
The CSI interface photographing module that american semiconductor company (Omnivision) provides.Photographing module selects OV5647 sensitive chips.
Memory module:For storing the data of photographing module transmission.The storage medium of optional TF cards form, TF cards have
Small volume, widely used advantage.
Calculate processing module:Data in for reading memory module, are processed instrument picture, calculate reading, with
And communicated with athe portable client by wireless communication module.Calculating processing module can mainly select Botong BCM2837 tetra-
Core processor, and it is equipped with 1G internal memories, wireless blue tooth and WIFI module.BCM2837 chips are a based on ARM Cortex-A53
The product of the core processors of 1.2Ghz tetra-, the calculating for being responsible for Hough transformation is processed, and processor host frequency is up to 1.2GHz and ensure that calculation
The real-time of method and the stability of system.
Wireless communication module:For realizing calculating the communication between processing module and athe portable client.
As shown in figure 3, calculate processing module processing instrument picture by the following method, reading is calculated:
S1:The position of fixation and recognition dial plate in instrument picture.
S2:Cutting correction is carried out to dial plate image.
S3:Gray proces, gaussian filtering, binaryzation and edge detection process are carried out to dial plate image, to project pointer position
Put.Wherein, gray proces and filtering are for the coloured image that details is enriched is converted to into single gray level image, gray level image
It is the image of each pixel only one of which sample color, this kind of image is typically shown as from most furvous to most bright white ash
Degree, reduces redundant details in picture, retains crucial information to be identified.Binary conversion treatment is then further by greyscale image transitions
For black and white image, other redundant image informations are left out, so as to farthest ensure algorithm process it is efficient with it is real-time
Property.Conventional Binarization methods have Two-peak method, P parametric methods, iterative method and maximum variance between clusters etc..The purpose of rim detection is
The obvious point of brightness flop in reference numbers image.Significant changes in image attributes generally reflect attribute critical event and
Change.Rim detection can significantly reduce data volume, and eliminate it is considered that incoherent information, remains figure
As important structure attribute.Conventional edge detection algorithm have Roberts operator detection methods, Prewitt operator detection methods,
Sobel operators detection method and Canny detection methods.
S4:In the image that edge detection process is obtained, using Hough transformation detection of straight lines algorithm, positioning pointer position with
Angle, calculates total indicator reading.Hough transformation can preferably reduce noise jamming.
In step S4, total indicator reading r is calculated according to formula (1):
In formula (1), θpointerFor angle value of the pointer in Hough transformation coordinate system, θ0It is zero graduation line in Hough transformation
Angle value in coordinate system, θfullFor angle value of the full scale line in Hough transformation coordinate system, R is instrument range value.
Claims (3)
1. a kind of intelligent substation kilowatt meter reading-out system for being equipped with portable equipment, it is characterised in that:Including athe portable client and far
Journey terminal, remote terminal includes photographing module, memory module, calculates processing module and wireless communication module, wherein:
Photographing module:For shooting converting station instrument photo, and instrument photo is stored into memory module;
Memory module:For storing the data of photographing module transmission;
Calculate processing module:Data in for reading memory module, are processed instrument picture, calculate reading, Yi Jitong
Cross wireless communication module to be communicated with athe portable client;
Wireless communication module:For realizing calculating the communication between processing module and athe portable client.
2. the intelligent substation kilowatt meter reading-out system for being equipped with portable equipment according to claim 1, it is characterised in that:The meter
Calculate processing module by the following method to process instrument picture, calculate reading:
S1:The position of fixation and recognition dial plate in instrument picture;
S2:Cutting correction is carried out to dial plate image;
S3:Gray proces, gaussian filtering, binaryzation and edge detection process are carried out to dial plate image, to project pointer position;
S4:In the image that edge detection process is obtained, using Hough transformation detection of straight lines algorithm, positioning pointer position and angle
Degree, calculates total indicator reading.
3. the intelligent substation kilowatt meter reading-out system for being equipped with portable equipment according to claim 2, it is characterised in that:The step
In rapid S4, total indicator reading r is calculated according to formula (1):
In formula (1), θpointerFor angle value of the pointer in Hough transformation coordinate system, θ0It is zero graduation line in Hough transformation coordinate
Angle value in system, θfullFor angle value of the full scale line in Hough transformation coordinate system, R is instrument range value.
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Cited By (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN107123098A (en) * | 2017-04-26 | 2017-09-01 | 航天科技控股集团股份有限公司 | A kind of Instrument image processing method and processing device for being used to solve image ghost image and reflect indeterminate state |
CN107392198A (en) * | 2017-08-03 | 2017-11-24 | 北京羿娲科技有限公司 | Intelligent meter reading device and system |
CN107895409A (en) * | 2017-12-28 | 2018-04-10 | 国网福建省电力有限公司 | Intake of hydropower station gate slot automatic inspection device and method for inspecting |
CN108460327A (en) * | 2018-01-12 | 2018-08-28 | 河南大学 | A kind of readings of pointer type meters automatic identifying method based on image procossing |
CN109146806A (en) * | 2018-07-29 | 2019-01-04 | 国网上海市电力公司 | Gauge pointer position detection recognition methods based on shadow removing optimization in remote monitoriong of electric power |
CN110121054A (en) * | 2018-02-07 | 2019-08-13 | 中国石油化工股份有限公司 | A kind of petrochemical equipment cruising inspection system based on video analysis |
CN111783727A (en) * | 2020-07-15 | 2020-10-16 | 深圳航天智慧城市系统技术研究院有限公司 | Automatic meter reading method and system based on machine vision and edge computing technology |
CN112766253A (en) * | 2021-01-19 | 2021-05-07 | 厦门大学 | Intelligent system for full-automatic instrument analysis in complex environment based on image |
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Cited By (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN107123098A (en) * | 2017-04-26 | 2017-09-01 | 航天科技控股集团股份有限公司 | A kind of Instrument image processing method and processing device for being used to solve image ghost image and reflect indeterminate state |
CN107392198A (en) * | 2017-08-03 | 2017-11-24 | 北京羿娲科技有限公司 | Intelligent meter reading device and system |
CN107895409A (en) * | 2017-12-28 | 2018-04-10 | 国网福建省电力有限公司 | Intake of hydropower station gate slot automatic inspection device and method for inspecting |
CN107895409B (en) * | 2017-12-28 | 2023-07-28 | 国网福建省电力有限公司 | Automatic inspection device and inspection method for water inlet door slot of hydropower station |
CN108460327A (en) * | 2018-01-12 | 2018-08-28 | 河南大学 | A kind of readings of pointer type meters automatic identifying method based on image procossing |
CN108460327B (en) * | 2018-01-12 | 2021-09-28 | 河南大学 | Automatic identification method for reading of pointer instrument based on image processing |
CN110121054A (en) * | 2018-02-07 | 2019-08-13 | 中国石油化工股份有限公司 | A kind of petrochemical equipment cruising inspection system based on video analysis |
CN109146806A (en) * | 2018-07-29 | 2019-01-04 | 国网上海市电力公司 | Gauge pointer position detection recognition methods based on shadow removing optimization in remote monitoriong of electric power |
CN111783727A (en) * | 2020-07-15 | 2020-10-16 | 深圳航天智慧城市系统技术研究院有限公司 | Automatic meter reading method and system based on machine vision and edge computing technology |
CN111783727B (en) * | 2020-07-15 | 2023-12-26 | 深圳航天智慧城市系统技术研究院有限公司 | Automatic meter reading method and system based on machine vision and edge computing technology |
CN112766253A (en) * | 2021-01-19 | 2021-05-07 | 厦门大学 | Intelligent system for full-automatic instrument analysis in complex environment based on image |
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Application publication date: 20170419 |