CN106197515A - The detecting system of a kind of instrument pointer amount of jitter and detection method thereof - Google Patents

The detecting system of a kind of instrument pointer amount of jitter and detection method thereof Download PDF

Info

Publication number
CN106197515A
CN106197515A CN201610486491.4A CN201610486491A CN106197515A CN 106197515 A CN106197515 A CN 106197515A CN 201610486491 A CN201610486491 A CN 201610486491A CN 106197515 A CN106197515 A CN 106197515A
Authority
CN
China
Prior art keywords
instrument
camera
pointer
clamping tooling
industrial camera
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN201610486491.4A
Other languages
Chinese (zh)
Other versions
CN106197515B (en
Inventor
王纬国
赵桂芳
张小辉
汤忠苗
彭虎
刘良勇
周章勇
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
State Run Wuhu Machinery Factory
Original Assignee
State Run Wuhu Machinery Factory
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by State Run Wuhu Machinery Factory filed Critical State Run Wuhu Machinery Factory
Priority to CN201610486491.4A priority Critical patent/CN106197515B/en
Publication of CN106197515A publication Critical patent/CN106197515A/en
Application granted granted Critical
Publication of CN106197515B publication Critical patent/CN106197515B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01DMEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
    • G01D18/00Testing or calibrating apparatus or arrangements provided for in groups G01D1/00 - G01D15/00

Landscapes

  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Length Measuring Devices By Optical Means (AREA)

Abstract

The invention discloses detecting system and the detection method thereof of a kind of instrument pointer amount of jitter, including for realizing the power supply to instrument and the detection equipment of pointer state setting, instrument, for detecting the instrument clamping tooling of fixing instrument, test cable, also include light source, camera clamping tooling, camera cable, industrial camera and computer, industrial camera is connected with computer by camera cable, camera clamping tooling is arranged on instrument clamping tooling, light source is arranged between instrument and industrial camera, industrial camera is arranged on camera clamping tooling;Industrial camera Real-time Collection instrument panel image, and be uploaded to computer and be analyzed, camera clamping tooling realizes the fixing of industrial camera and Focussing, camera cable realizes power supply and the image transmitting of industrial camera, the image that industrial camera collection is uploaded by computer is analyzed in real time, calculates pointer amount of jitter.

Description

The detecting system of a kind of instrument pointer amount of jitter and detection method thereof
Technical field
The present invention relates to aeronautical product maintenance technique field, the detection of a kind of instrument pointer amount of jitter System and detection method thereof.
Background technology
In Aeronautic Equipment Repair enterprise, for instrument pointer amount of jitter, all there are strict requirements, and such as certain type is met an urgent need Horizon table technical requirement horizon amount of jitter should be not more than ± 0.15mm.And current detection method is the most visually surveyed Amount, the operation of general detection method is described as follows: under lighting condition kilter, human eye right-angle view table at distance dial plate 0.6m Dish horizon, should be without substantially beating.This detection method lacks quantitatively for test environment, human eye state, the determination of testing standard Standard, is difficult to when practical operation accurately judge whether pointer amount of jitter meets technical specification.
Summary of the invention
In order to solve above-mentioned technical problem, the present invention provides detecting system and the inspection thereof of a kind of instrument pointer amount of jitter Survey method.
The present invention solves its technical problem and realizes by the following technical solutions:
The detecting system of a kind of instrument pointer amount of jitter, including for realizing the power supply to instrument and pointer shape Detection equipment that state sets, instrument, for detecting the instrument clamping tooling of fixing instrument, test cable, meter jaw Holding frock and can give instrument setting angle and buzzing vibration, detection equipment is for realizing the power supply to instrument and referring to The setting of needle-like state, also includes light source, camera clamping tooling, camera cable, industrial camera and computer, and described industrial camera leads to Crossing camera cable to be connected with computer, described camera clamping tooling is arranged on instrument clamping tooling, and described light source is arranged in boat Between empty instrument and industrial camera, light source guarantees that industrial camera gathers picture rich in detail, and described industrial camera is arranged on camera clamping In frock;Described industrial camera Real-time Collection instrument panel image, and be uploaded to computer and be analyzed, camera clamping work Dress realizes the fixing of industrial camera and Focussing, and camera cable realizes power supply and the image transmitting of industrial camera, computer pair The image that industrial camera collection is uploaded is analyzed in real time, calculates pointer amount of jitter.The present invention is at traditional instrument On the basis of detection equipment and fixing tool, have employed contactless design, it is achieved the clear collection of gauge pointer image, from And complete accurate, real-time, the quantitative measurement to instrument pointer amount of jitter.
Described camera clamping tooling include fixed plate, screw one, upper end cover, sliding shoe, urceolus, sliding bar one, lining, under End cap, nut one, sliding bar two, connecting plate, nut two, screw two, screw three, described connecting plate is fixed on instrument clamping tooling On, sliding bar one is circumferentially evenly distributed in the one end on connecting plate away from instrument clamping tooling, sliding bar one One end is all connected by nut two with connecting plate, and the other end of sliding bar one is slidably connected with bottom end cover by lining respectively, institute The one end stating urceolus is weldingly fixed on the middle part of bottom end cover, and the other end of described urceolus is welded and fixed with upper end cover, described fixing Plate is arranged on upper end cover, and industrial camera is arranged in fixed plate by fixing screw one, one end of described sliding bar two and company The middle part of fishplate bar is connected, and nut one is arranged on sliding bar two by the way of threaded engagement, and described sliding shoe slides with urceolus Coordinate.
A kind of detection method of instrument pointer amount of jitter detecting system, described method step is as follows:
The first step: instrument is fixed on instrument clamping tooling by duty, and detect equipment with instrument Cable is connected;
Second step: light source and industrial camera are fixed on camera clamping tooling, installs camera clamping tooling extremely subsequently On instrument clamping tooling, and guarantee that camera lens keeps consistent with instrument panel axis;
3rd step: camera data line is connected with computer interface;
4th step: system electrification, supplies upper corresponding power supply including to detection equipment, computer, industrial camera, light source;
5th step: by instrument performance checking technological requirement, set each on off state of detection equipment, it is ensured that aviation instrument Table enters panel state to be checked;
6th step: start the instrument pointer amount of jitter test program on computer, ejects industrial camera monitored picture, Focus by adjusting industrial camera position on camera clamping tooling, it is ensured that monitored picture understands;
7th step: the instrument pointer amount of jitter test program on computer automatically to gather monitored picture carry out by Frame is analyzed, is calculated, and confirms instrument pointer real time position data, is added up by multi-group data, draw instrument pointer Upper-lower Limit state position data, both subtract each other the actual amount of jitter i.e. obtaining instrument pointer.
The analysis frame by frame of this detecting step monitored picture described, calculate and include below scheme:
The first step: by camera acquisition per second 32 frame picture, obtains 10 seconds altogether, is deposited by the 320 frame pictures obtained Storage;
Second step: extract the picture of storage, by extraction color plane, is filtered colour picture processing, i.e. to former The collection image begun processes, and eliminates the sound pollution that image comprises;
3rd step: the picture after processing is carried out gray scale setting, it is achieved image edge information strengthens, and makes pointer scale region Become obvious with the boundary of background area, it is easy to follow-up analysis;
4th step: carry out circular edge and search and measure, obtain the radius Pixel Information of used by aviation instrument panel, with instrument The actual size information of dish combines, and obtains the actual physics length value of each pixel of picture;
5th step: carry out Model Matching, finds the pointer in used by aviation instrument panel and the state of graduation mark and positional information, and XY axial plane coordinate system is set up with graduation mark;
6th step: summary metrical information, draws the plane Y coordinate information of pointer, is the pointer that this picture shows Indicated value;
7th step: be analyzed as stated above 320 frame pictures one by one calculating, finally draw the finger of each picture pointer Indicating value, sets up array, by the difference of the bound of array, is the amount of jitter of instrument pointer.
The invention has the beneficial effects as follows:
Instant invention overcomes the tradition visual inspection problems such as judge process is fuzzy, qualitative, error is big, it is achieved that to aviation instrument Accurate, real-time, the quantitative measurement of list index amount of jitter, is effectively improved the detection quality of instrument.
Accompanying drawing explanation
The present invention is further described with embodiment below in conjunction with the accompanying drawings.
Fig. 1 is Cleaning Principle figure of the prior art;
Fig. 2 is the overall structure schematic diagram of the present invention;
Fig. 3 is the structural representation of the camera clamping tooling of the present invention;
Fig. 4 is the A direction view of Fig. 3 of the present invention;
Fig. 5 be the monitored picture of the present invention analyze frame by frame, calculation process schematic diagram.
Detailed description of the invention
In order to make the purpose of the present invention, technical scheme and beneficial effect clearer, below in conjunction with accompanying drawing, to the present invention Preferred embodiment be described in detail, the present invention will be further described, to facilitate the technical staff to understand.
As shown in Figures 1 to 5, the detecting system of a kind of instrument pointer amount of jitter, including for realizing aviation instrument Detection equipment that the power supply of table and pointer state set, instrument, for detect fixing instrument instrument clamping tooling, Test cable, instrument clamping tooling can give instrument setting angle and buzzing vibration, and detection equipment is for realizing boat The power supply of empty instrument and the setting of pointer state, also include light source, camera clamping tooling, camera cable, industrial camera and calculating Machine, described industrial camera is connected with computer by camera cable, and described camera clamping tooling is arranged on instrument clamping tooling, Described light source is arranged between instrument and industrial camera, and light source guarantees that industrial camera gathers picture rich in detail, described industry phase Machine is arranged on camera clamping tooling;Described industrial camera Real-time Collection instrument panel image, and be uploaded to computer and enter Row is analyzed, and camera clamping tooling realizes the fixing of industrial camera and Focussing, camera cable realize industrial camera power supply and Image transmitting, the image that industrial camera collection is uploaded by computer is analyzed in real time, calculates pointer amount of jitter.The present invention exists On the basis of the detection equipment of traditional instrument and fixing tool, have employed contactless design, it is achieved gauge pointer The clear collection of image, thus complete accurate, real-time, the quantitative measurement to instrument pointer amount of jitter.
Described camera clamping tooling include fixed plate 1, screw 1, upper end cover 3, sliding shoe 4, urceolus 5, sliding bar 1, Lining 7, bottom end cover 8, nut 1, sliding bar 2 10, connecting plate 11, nut 2 12, screw 2 13, screw 3 14, described connection Plate 11 is fixed on instrument clamping tooling, and sliding bar 1 is circumferentially evenly distributed on connecting plate 11 away from instrument One end of clamping tooling, one end of sliding bar 1 is all connected by nut 2 12 with connecting plate 11, the other end of sliding bar 1 Being slidably connected with bottom end cover 8 by lining 7 respectively, one end of described urceolus 5 is weldingly fixed on the middle part of bottom end cover 8, described outside The other end of cylinder 5 is welded and fixed with upper end cover 3, and described fixed plate 1 is arranged on upper end cover 3, and industrial camera is by fixing screw One 2 are arranged in fixed plate 1, and one end of described sliding bar 2 10 is connected with the middle part of connecting plate 11, and nut 1 is joined by screw thread The mode closed is arranged on sliding bar 2 10, and described sliding shoe 4 is slidably matched with urceolus 5.
A kind of detection method of instrument pointer amount of jitter detecting system, described method step is as follows:
The first step: instrument is fixed on instrument clamping tooling by duty, and detect equipment with instrument Cable is connected;
Second step: light source and industrial camera are fixed on camera clamping tooling, installs camera clamping tooling extremely subsequently On instrument clamping tooling, and guarantee that camera lens keeps consistent with instrument panel axis;
3rd step: camera data line is connected with computer interface;
4th step: system electrification, supplies upper corresponding power supply including to detection equipment, computer, industrial camera, light source;
5th step: by instrument performance checking technological requirement, set each on off state of detection equipment, it is ensured that aviation instrument Table enters panel state to be checked;
6th step: start the instrument pointer amount of jitter test program on computer, ejects industrial camera monitored picture, Focus by adjusting industrial camera position on camera clamping tooling, it is ensured that monitored picture understands;
7th step: the instrument pointer amount of jitter test program on computer automatically to gather monitored picture carry out by Frame is analyzed, is calculated, and confirms instrument pointer real time position data, is added up by multi-group data, draw instrument pointer Upper-lower Limit state position data, both subtract each other the actual amount of jitter i.e. obtaining instrument pointer.
The analysis frame by frame of this detecting step monitored picture described, calculate and include below scheme:
The first step: by camera acquisition per second 32 frame picture, obtains 10 seconds altogether, is deposited by the 320 frame pictures obtained Storage;
Second step: extract the picture of storage, by extraction color plane, is filtered colour picture processing, i.e. to former The collection image begun processes, and eliminates the sound pollution that image comprises;
3rd step: the picture after processing is carried out gray scale setting, it is achieved image edge information strengthens, and makes pointer scale region Become obvious with the boundary of background area, it is easy to follow-up analysis;
4th step: carry out circular edge and search and measure, obtain the radius Pixel Information of used by aviation instrument panel, with instrument The actual size information of dish combines, and obtains the actual physics length value of each pixel of picture;
5th step: carry out Model Matching, finds the pointer in used by aviation instrument panel and the state of graduation mark and positional information, and XY axial plane coordinate system is set up with graduation mark;
6th step: summary metrical information, draws the plane Y coordinate information of pointer, is the pointer that this picture shows Indicated value;
7th step: be analyzed as stated above 320 frame pictures one by one calculating, finally draw the finger of each picture pointer Indicating value, sets up array, by the difference of the bound of array, is the amount of jitter of instrument pointer.
Finally illustrate, preferred embodiment above only in order to technical scheme to be described and unrestricted, although logical Cross above preferred embodiment the present invention to be described in detail, it is to be understood by those skilled in the art that can be In form and it is made various change, without departing from claims of the present invention limited range in details.

Claims (4)

1. a detecting system for instrument pointer amount of jitter, including for realizing the power supply to instrument and pointer state The detection equipment that sets, instrument, for detecting the instrument clamping tooling of fixing instrument, test cable, its feature exists In:
Also including light source, camera clamping tooling, camera cable, industrial camera and computer, described industrial camera is by dynamo-electric mutually Cable is connected with computer, and described camera clamping tooling is arranged on instrument clamping tooling, described light source be arranged in instrument with Between industrial camera, described industrial camera is arranged on camera clamping tooling;Described industrial camera Real-time Collection instrument face Plate image, and be uploaded to computer and be analyzed, camera clamping tooling realizes the fixing of industrial camera and Focussing, dynamo-electric mutually Cable realizes power supply and the image transmitting of industrial camera, and the image that industrial camera collection is uploaded by computer is analyzed in real time, solves Calculate pointer amount of jitter.
The detecting system of a kind of instrument pointer amount of jitter the most according to claim 1, it is characterised in that: described camera Clamping tooling includes fixed plate (1), screw one (2), upper end cover (3), sliding shoe (4), urceolus (5), sliding bar one (6), lining (7), bottom end cover (8), nut one (9), sliding bar two (10), connecting plate (11), nut two (12), screw two (13), screw three (14), described connecting plate (11) is fixed on instrument clamping tooling, sliding bar one (6) the circumferentially company of being evenly distributed in Away from one end of instrument clamping tooling on fishplate bar (11), nut two is all passed through with connecting plate (11) in one end of sliding bar one (6) (12) being connected, the other end of sliding bar one (6) is slidably connected with bottom end cover (8) by lining (7) respectively, described urceolus (5) One end is weldingly fixed on the middle part of bottom end cover (8), and the other end of described urceolus (5) is welded and fixed with upper end cover (3), described fixing Plate (1) is arranged on upper end cover (3), and industrial camera is arranged in fixed plate (1) by fixing screw one (2), described sliding bar One end of two (10) is connected with the middle part of connecting plate (11), and nut one (9) is arranged on sliding bar two by the way of threaded engagement (10), on, described sliding shoe (4) is slidably matched with urceolus (5).
The detection method of a kind of instrument pointer amount of jitter detecting system the most according to any one of claim 1 to 2, It is characterized in that: described method step is as follows:
The first step: instrument is fixed on instrument clamping tooling by duty, and detect equipment cable with instrument It is connected;
Second step: light source and industrial camera are fixed on camera clamping tooling, installs camera clamping tooling to instrument subsequently On clamping tooling, and guarantee that camera lens keeps consistent with instrument panel axis;
3rd step: camera data line is connected with computer interface;
4th step: system electrification, supplies upper corresponding power supply including to detection equipment, computer, industrial camera, light source;
5th step: by instrument performance checking technological requirement, set each on off state of detection equipment, it is ensured that instrument enters Enter panel state to be checked;
6th step: start computer, ejects industrial camera monitored picture, by adjusting industrial camera on camera clamping tooling Focus in position, it is ensured that monitored picture understands;
7th step: the monitored picture gathered is divided by instrument pointer amount of jitter test program on computer automatically frame by frame Analysis, calculating, confirmed instrument pointer real time position data, added up by multi-group data, draw the upper and lower of instrument pointer Limit state position data, both subtract each other the actual amount of jitter i.e. obtaining instrument pointer.
The detection method of a kind of instrument pointer amount of jitter detecting system the most according to claim 3, it is characterised in that: The analysis frame by frame of this detecting step monitored picture described, calculate and include below scheme:
The first step: by camera acquisition per second 32 frame picture, obtains 10 seconds altogether, is stored by the 320 frame pictures obtained;
Second step: extract the picture of storage, by extraction color plane, is filtered colour picture processing;
3rd step: the picture after processing is carried out gray scale setting, it is achieved image edge information strengthens;
4th step: carry out circular edge and search and measure, obtain the radius Pixel Information of used by aviation instrument panel, with used by aviation instrument panel Actual size information combines, and obtains the actual physics length value of each pixel of picture;
5th step: carry out Model Matching, finds the pointer in used by aviation instrument panel and the state of graduation mark and positional information, and to carve XY axial plane coordinate system set up by degree line;
6th step: summary metrical information, draws the plane Y coordinate information of pointer, is the pointer instruction that this picture shows Value;
7th step: be analyzed as stated above 320 frame pictures one by one calculating, finally draw the instruction of each picture pointer Value, sets up array, by the difference of the bound of array, is the amount of jitter of instrument pointer.
CN201610486491.4A 2016-06-28 2016-06-28 A kind of detecting system and its detection method of instrument pointer amount of jitter Active CN106197515B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201610486491.4A CN106197515B (en) 2016-06-28 2016-06-28 A kind of detecting system and its detection method of instrument pointer amount of jitter

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201610486491.4A CN106197515B (en) 2016-06-28 2016-06-28 A kind of detecting system and its detection method of instrument pointer amount of jitter

Publications (2)

Publication Number Publication Date
CN106197515A true CN106197515A (en) 2016-12-07
CN106197515B CN106197515B (en) 2018-08-31

Family

ID=57461920

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201610486491.4A Active CN106197515B (en) 2016-06-28 2016-06-28 A kind of detecting system and its detection method of instrument pointer amount of jitter

Country Status (1)

Country Link
CN (1) CN106197515B (en)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108801140A (en) * 2018-06-20 2018-11-13 广东工业大学 A kind of sliding door jack value measuring device and method
CN115310870A (en) * 2022-09-29 2022-11-08 成都飞机工业(集团)有限责任公司 Aviation discrete manufacturing quality monitoring method, device, equipment, medium and product
CN117470292A (en) * 2023-10-17 2024-01-30 宁波博信电器有限公司 Instrument detection method, system, intelligent terminal and storage medium

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020140974A1 (en) * 2001-03-30 2002-10-03 Shoji Imaizumi Image processing system, server, image processing apparatus, management method, computer program, and storage medium
US20070269019A1 (en) * 2006-05-03 2007-11-22 Martin Spahn Systems and methods for determining image acquisition parameters
CN102778587A (en) * 2012-06-29 2012-11-14 惠州市德赛西威汽车电子有限公司 Method and device for measuring shaking of meter indicating needle
CN104019844A (en) * 2014-06-16 2014-09-03 哈尔滨工业大学 Meter pointer jitter detection method based on fast Fourier transform
CN204425517U (en) * 2015-02-09 2015-06-24 海南电网有限责任公司 Meter reading device, video camera and system

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020140974A1 (en) * 2001-03-30 2002-10-03 Shoji Imaizumi Image processing system, server, image processing apparatus, management method, computer program, and storage medium
US20070269019A1 (en) * 2006-05-03 2007-11-22 Martin Spahn Systems and methods for determining image acquisition parameters
CN102778587A (en) * 2012-06-29 2012-11-14 惠州市德赛西威汽车电子有限公司 Method and device for measuring shaking of meter indicating needle
CN104019844A (en) * 2014-06-16 2014-09-03 哈尔滨工业大学 Meter pointer jitter detection method based on fast Fourier transform
CN204425517U (en) * 2015-02-09 2015-06-24 海南电网有限责任公司 Meter reading device, video camera and system

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108801140A (en) * 2018-06-20 2018-11-13 广东工业大学 A kind of sliding door jack value measuring device and method
CN108801140B (en) * 2018-06-20 2021-03-16 广东工业大学 Device and method for detecting door moving jumping quantity
CN115310870A (en) * 2022-09-29 2022-11-08 成都飞机工业(集团)有限责任公司 Aviation discrete manufacturing quality monitoring method, device, equipment, medium and product
CN117470292A (en) * 2023-10-17 2024-01-30 宁波博信电器有限公司 Instrument detection method, system, intelligent terminal and storage medium
CN117470292B (en) * 2023-10-17 2024-05-17 宁波博信电器有限公司 Instrument detection method, system, intelligent terminal and storage medium

Also Published As

Publication number Publication date
CN106197515B (en) 2018-08-31

Similar Documents

Publication Publication Date Title
CN106584273B (en) A kind of online vision detection system for robot polishing
TW201514445A (en) System and method for measuring flatness
CN106197515A (en) The detecting system of a kind of instrument pointer amount of jitter and detection method thereof
CN103106076A (en) Machine vision inspection system and method for editing part program on the machine vision inspection system
CN103335602A (en) Multistation and multiparameter high precision measurement method and device of light curtain shaft part
CN201653450U (en) Digital display meter automatic calibration device based on machine vision
CN206405908U (en) A kind of online vision detection system polished for robot
CN104316530A (en) Part detection method and application
CN103383240A (en) Machine vision two-dimension detecting platform device
CN115330712A (en) Intelligent quality inspection method and system for prefabricated components of fabricated building based on virtual-real fusion
CN104390982A (en) Test method for SMT first article inspection
JP5775646B1 (en) Point needle type meter image analysis apparatus, indicator needle type meter image analysis method and program
CN109931882B (en) Heat exchange fin key parameter detection system and measurement method
AU2018101327B4 (en) System and method for performing automated analysis of air samples
CN102980536A (en) Brake pad steel backing planeness detecting system and method thereof
CN201917325U (en) Off-line detection device for optical deflection angle of float glass
CN114354633B (en) Ceramic bathroom appearance quality detection system and detection method
CN106123808B (en) A method of it is measured for the deflection of automobile rearview mirror specular angle degree
CN213336587U (en) Multi-model electric connector contact holding force testing system
CN104459516A (en) Testing method used for SMT first article detection
CN205317153U (en) Be fit for detection mechanism that spare part used
CN103529826B (en) A kind of Automated electronic complete machine detecting system based on industrial computer
CN203349783U (en) Machine vision two-dimensional detection platform device
Li et al. Image recognition system of pointer meter in substation
CN205843606U (en) A kind of Semi automatic multiple angle machine visual detector

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant