CN111649919A - Visual inspection test bed that circular-arc simulation conveyer belt was indulged and is torn - Google Patents

Visual inspection test bed that circular-arc simulation conveyer belt was indulged and is torn Download PDF

Info

Publication number
CN111649919A
CN111649919A CN202010535496.8A CN202010535496A CN111649919A CN 111649919 A CN111649919 A CN 111649919A CN 202010535496 A CN202010535496 A CN 202010535496A CN 111649919 A CN111649919 A CN 111649919A
Authority
CN
China
Prior art keywords
arc
rotating shaft
conveyor belt
plane mirror
belt
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
CN202010535496.8A
Other languages
Chinese (zh)
Other versions
CN111649919B (en
Inventor
程刚
徐世昌
康彬
顾伟
崔振国
金祖进
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.)
Shandong Zhongheng Photoelectric Technology Co ltd
Original Assignee
Shandong Zhongheng Photoelectric Technology Co ltd
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 Shandong Zhongheng Photoelectric Technology Co ltd filed Critical Shandong Zhongheng Photoelectric Technology Co ltd
Priority to CN202010535496.8A priority Critical patent/CN111649919B/en
Publication of CN111649919A publication Critical patent/CN111649919A/en
Application granted granted Critical
Publication of CN111649919B publication Critical patent/CN111649919B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01MTESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
    • G01M11/00Testing of optical apparatus; Testing structures by optical methods not otherwise provided for
    • G01M11/08Testing mechanical properties
    • G01M11/081Testing mechanical properties by using a contact-less detection method, i.e. with a camera

Abstract

The invention discloses a visual detection test bed for simulating longitudinal tearing of a conveyor belt in a circular arc shape, which comprises a conveyor model, a plane mirror module and an image acquisition module; the conveyor model comprises a conveyor belt and a carrier roller; the upper conveying surface of the conveying belt is arc-shaped; the circle center of the arc of the upper conveying surface is positioned above the conveying belt; the plane mirror module comprises a plane mirror and a rotating shaft; the rotating shaft penetrates through the circular arc center of the upper conveying surface and is parallel to the carrier roller of the conveying belt; the plane mirror is fixed on the rotating shaft in the same plane and rotates by taking the rotating shaft as an axis; the image acquisition module comprises a camera; the optical axis of the camera is horizontally arranged, perpendicular to the rotating shaft and intersected with the rotating shaft. The invention simulates the images of the torn conveyer belt of the belt conveyer in the coal mine field under the conditions of high-speed operation and frequent vibration with high reduction degree, has simple structure, provides massive vertical torn images of the conveyer belt for testing and debugging, obviously shortens the development period, reduces the development cost, and is suitable for various methods of vertical torn monitoring based on vision.

Description

Visual inspection test bed that circular-arc simulation conveyer belt was indulged and is torn
Technical Field
The invention belongs to the field of coal mine monitoring equipment, and particularly relates to a visual detection test bed for simulating longitudinal tearing of a conveyor belt in an arc shape.
Background
The belt conveyor is transportation equipment which is widely used in coal mines in China and has an important function, most faults of the belt conveyor are faults of a conveyor belt, wherein longitudinal tearing of the conveyor belt is one of the faults with higher frequency and serious consequences, and the failure to detect the longitudinal tearing fault in time aggravates the damage of the conveyor belt and destroys other components of the belt conveyor, thereby seriously affecting production and bringing about huge economic loss.
With the gradual maturity of machine vision technology, compared with the traditional contact type conveyor belt longitudinal tearing detection method and other non-contact type detection methods such as electromagnetic and ultrasonic, the conveyor belt longitudinal tearing detection method based on vision is gradually developed and adopted more with the advantages of reliability, accuracy, no need of modifying field equipment and the like.
Development and correction of a visual-based conveyor belt longitudinal tearing monitoring method require a large amount of conveyor belt longitudinal tearing image data as support, and it is unrealistic to obtain longitudinal tearing images on a coal mine site. The main reasons are: longitudinal tearing of the coal mine conveyor belt occurs randomly, and if a large number of longitudinally torn images are acquired on site for algorithm development, the acquisition period is extremely long, and acquisition overhead is huge. Meanwhile, hidden dangers are brought to a production site by the installation and debugging of the acquisition equipment on the coal mine site, and the normal production of the coal mine is seriously influenced by the shutdown of the acquisition equipment for the installation and debugging.
Therefore, image data acquisition for visual inspection of the development of the conveyor belt longitudinal tearing method can only be realized by setting up a test bed and simulating a longitudinal tearing image by artificially manufacturing cracks on the conveyor belt. However, the whole belt conveyor is expensive, the damaged conveyor belt accounts for about 50% of the total cost of the conveyor, and the conveyor belt needs to be replaced repeatedly in order to obtain a large amount of image data.
Disclosure of Invention
In order to solve the problems, the invention provides the arc-shaped visual detection test bed for simulating the longitudinal tearing of the conveyor belt, which can simulate the tearing image of the conveyor belt under the conditions of high-speed operation and frequent vibration of a belt conveyor in a coal mine field with high reduction degree, has a simple structure, is cheap and convenient to replace the conveyor belt for test destruction, provides a large number of longitudinal tearing images of the conveyor belt for testing and debugging for a monitoring method based on the visual longitudinal tearing, obviously shortens the development period, reduces the development cost, and is suitable for various methods for monitoring based on the visual longitudinal tearing.
The technical scheme is as follows: the invention provides a visual detection test bed for simulating longitudinal tearing of a conveyor belt, which comprises
A conveyor model; the conveyor model comprises a conveyor belt and a carrier roller; the upper conveying surface of the conveying belt is arc-shaped; the circle center of the arc of the upper conveying surface is positioned above the conveying belt; the carrier roller is used for supporting the upper conveying surface of the guide conveying belt to form an arc shape;
a plane mirror module; the plane mirror module comprises a plane mirror and a rotating shaft; the rotating shaft penetrates through the circular arc center of the upper conveying surface and is parallel to the carrier roller of the conveying belt; the plane mirror is fixed on the rotating shaft, is positioned on the same plane with the rotating shaft and rotates by taking the rotating shaft as an axis;
an image acquisition module; the image acquisition module comprises a camera; the optical axis of the camera is horizontally arranged, is perpendicular to the rotating shaft and is intersected with the rotating shaft.
Further, the plane mirror is axisymmetric along the rotation axis.
Further, the image acquisition module also comprises a guide rail; the guide rail is parallel to the optical axis of the camera; the camera is slidably connected to the guide rail.
Furthermore, the image acquisition module also comprises a vertical telescopic rod; the fixed end of the telescopic rod is connected to the guide rail in a sliding manner through a sliding block; the telescopic end of the telescopic rod is connected with the camera.
Further, the image acquisition module further comprises an illumination device for illuminating the conveyor belt by mirror reflection of the plane mirror; the lighting equipment can be rotatably arranged at the telescopic end of the telescopic rod.
Further, the plane mirror module also comprises a mounting frame and a plane mirror driving motor; the plane mirror driving motor is fixed on the mounting frame and used for driving the rotating shaft to rotate.
Further, the conveyor model further comprises a transmission motor and a roller; the conveying motor drives the conveying belt to move through the roller.
Has the advantages that: the invention designs a unique arrangement scheme of a circular arc conveyor belt surface-mirror surface-camera by applying a mirror reflection principle in a longitudinal tearing image acquisition design, obtains a rapidly-changed conveyor belt change image by mirror surface rotation, ensures that the size of a view field range of the image acquired by the camera is not changed in the process, and is used for simulating image capture during high-speed motion of a horizontal conveyor belt in actual use; the rotating speed of the plane mirror driving motor is adjusted, so that the conveying belt change images under different equivalent conveying belt moving speeds can be obtained; the conveyor belt of the conveyor model does not need to simulate the rapid movement in actual use, and only needs to slowly move to adjust the position of the longitudinal tearing seam, so that the structure of the conveyor model is reduced and simplified, the size of the conveyor belt is exponentially reduced, and the installation convenience and the economical efficiency of the conveyor model are greatly improved;
the method is characterized in that a solution scheme for facilitating the adjustment of visual field visual range of a camera, replacement and extension of a laser and other visual methods is designed; an electric vibration table is introduced to simulate the situation of field vibration.
Compared with the existing method for acquiring the image data of the computer vision conveyor belt longitudinal tearing detection test, the introduction of the visual detection belt conveyor longitudinal tearing test bed provided by the invention enables the image acquisition process to be more controllable, convenient and rapid on the premise of maximally simulating the acquisition of the on-site conveyor belt longitudinal tearing image, and greatly reduces the test cost.
Drawings
FIG. 1 is a schematic structural view of the present invention;
FIG. 2 is a schematic view of the principle of the present invention in a first state;
FIG. 3 is a schematic diagram illustrating the operation of the present invention in a second state;
FIG. 4 is a front view of an image acquisition module of the present invention;
fig. 5 is a back view of an image capture module of the present invention.
Detailed Description
Referring to fig. 1, the invention provides a visual inspection test bed for simulating longitudinal tearing of a conveyor belt, which comprises a conveyor model, a plane mirror module and an image acquisition module.
The conveyor model comprises a conveyor belt 101 and carrier rollers 102; the carrier rollers 102 are used for supporting and guiding the upper conveying surface of the conveyor belt 101, and the height difference guidance of the carrier rollers 102 enables the upper conveying surface of the conveyor belt 101 to form a circular arc, namely a circular arc PQ in fig. 2 and 3; the circle center of the arc of the upper conveying surface is located above the conveyor belt 101, i.e., point O in fig. 2 and 3;
the conveyor model further comprises a conveyor motor 103 and a roller 104; the conveyor motor 103 drives the conveyor belt 101 to move via the rollers 104.
As shown in fig. 1, the conveyor belt 101 does not bear material conveying and is only used for longitudinal tear seam detection, and can be replaced by an inexpensive product which has strength and short service life compared with a conventional conveyor belt; the length of the conveyor belt 101 is less than 1/10 of the conveyor belt of the conventional mining conveyor, and the width of the conveyor belt is about half of the width of the conveyor belt of the conventional mining conveyor, so that the conveyor belt is more convenient and quicker to install and replace than the conventional conveyor belt, and the cost is saved; the longitudinal tear seam was simulated on the conveyor belt 101 by artificially piercing the tear with sharp objects in combination with the characteristic of the crack created by the different mechanisms of belt tearing.
The conveyor model in this embodiment has four legs, all mounted on an electric oscillating table 105. To simulate a vibrating environment in the field.
The plane mirror module includes a plane mirror 201, a rotation shaft 202, a mounting bracket 203, and a plane mirror driving motor 204.
The plane mirror driving motor 204 is fixed to the mounting frame 203, and is used for driving the rotation shaft 202 to rotate.
The rotating shaft 202 passes through the arc center point O of the upper conveying surface and is parallel to the carrier roller 102 of the conveyor belt 101; the plane mirror 201 is fixed to the rotation shaft 202, and the plane mirror 201 is located on the same plane as the rotation shaft 202, rotates around the rotation shaft 202 as an axis, and is axisymmetric along the rotation shaft 202.
The image acquisition module comprises a camera 301; the optical axis of the camera 301 is arranged horizontally, perpendicular to the rotation axis 202 and intersecting the rotation axis 202.
According to the principle of mirror reflection, the mirror surface in the pose M of FIG. 20-M0In FIG. 4, the mirror is rotated α around the center of rotation O by the rotating shaft 202, with the mirror pose at M0-M0' become M1-M1' then, the camera 301 acquires an image of the surface of the conveyor belt within the field of view centered on point B, again according to the principle of specular reflection. Since the curvature center of the arc PQ of the upper portion of the belt 101 is the mirror rotation center O, the imaging distance of the camera 301 is always kept constant during the rotation of the mirror, that is, the imaging distance is always kept constant
CO+OA=CO+OK1=CO+OK2The size of the field of view of the camera 301 is always constant and is directed toward the upper surface of the conveyor belt 101.
Assuming that the belt 101 does not move, the rotational angular velocity ω of the belt motor 103 is 1080 °/s, and the distance from the mirror surface rotation center to the upper arc surface of the belt 101, i.e., OA is 1m, the offset distance of the center of the field of view of the camera 301, i.e., the equivalent belt movement velocity, is 1s
Figure BDA0002536916150000041
Namely, the plane mirror 201 only needs to rotate at 3r/s, so that the conveying belt change image moving at 9.42m/s can be obtained, and according to the corresponding relation between the rotating speed angular velocity and the equivalent conveying belt moving speed, the rotating speed of the plane mirror driving motor 204 can be adjusted to obtain the conveying belt 101 change image at different equivalent conveying belt moving speeds for detecting the real-time performance and the effectiveness of the visual detection longitudinal tearing system at different speeds.
Therefore, the conveyor belt 101 of the conveyor model does not need to simulate the rapid movement in practical use, the power of the conveyor motor 103 can be smaller than that of a conventional mining motor, and the conveyor motor 103 can drive the conveyor belt 101 to move slowly and select types after being controlled by a frequency converter so as to adjust the position of the longitudinal tear seam without reaching a high belt speed; because of the low speed and torque requirements of the transfer motor 103, the conveyor model may also be provided without a gearbox, with the transfer motor 103 coupled directly to the drum 104 by a coupling.
As shown in fig. 4 and 5, the image acquisition module further comprises a guide rail 302, a vertical telescopic rod 303 and an illumination device 305; the guide rails 302 are parallel to the optical axis of the camera 301; the fixed end of the telescopic rod 303 is slidably connected to the guide rail 302 through a sliding block 304; the telescopic end of the telescopic rod 303 is connected with the camera 301.
The illumination device 305 is rotatably mounted at the telescoping end of the telescoping rod 303 for specularly reflecting illumination of the conveyor belt 101 by the flat mirror 201. The illumination device 305 is rotated to ensure that light is projected horizontally and perpendicular to the axis of rotation 202.
The height of the camera 301 and the lighting device 305 can be adjusted through the telescopic rod 303, and it is ensured that the optical axis of the camera 301 and the normal of the lighting center of the lighting device 305 can horizontally pass through the axis of the rotating shaft 202, that is, the optical axis of the camera 301 horizontally passes through the point O.
By moving the telescopic rod 303 along the guide rail 302, the distance from the camera 301 to the mirror surface can be adjusted, and accordingly, the size of the field of view of the camera 301 can be adjusted. As shown in fig. 3, when the point C of the video camera 301 is moved to the point C ', the imaging distance of the video camera 301 is increased from CO + OB to C' C + CO + OB, and the size of the field range is increased accordingly, so that the method can be conveniently used for camera debugging, such as focusing, determining the optimal field range, and the like.
For the situation that laser lines/planes need to be introduced in the active light source type visual detection method that requires laser-assisted positioning or structured light, the illumination device 305 may be replaced by a laser emitter, and in the rotation process of the plane mirror 201, the laser lines or laser planes emitted by the laser emitter irradiate the rotation center of the plane mirror and are reflected by the plane mirror, and then the relative position of the laser lines, which are printed on the conveyor belt 101, in the reflected image view field captured by the camera 301 does not change.

Claims (8)

1. The utility model provides a visual detection test bench that circular-arc simulation conveyer belt was indulged and is torn which characterized in that: comprises that
A conveyor model; the conveyor model comprises a conveyor belt (101) and carrier rollers (102); the upper conveying surface of the conveying belt (101) is arc-shaped; the circle center of the arc of the upper conveying surface is positioned above the conveyor belt (101); the carrier roller (102) is used for supporting the upper conveying surface of the guide conveyor belt (101) to form an arc shape;
a plane mirror module; the plane mirror module comprises a plane mirror (201) and a rotating shaft (202); the rotating shaft (202) penetrates through the circle center of the arc of the upper conveying surface and is parallel to the carrier roller (102) of the conveying belt (101); the plane mirror (201) is fixed on the rotating shaft (202), the plane mirror (201) and the rotating shaft (202) are positioned on the same plane and rotate by taking the rotating shaft (202) as an axis;
an image acquisition module; the image acquisition module comprises a camera (301); the optical axis of the camera (301) is horizontally arranged, is perpendicular to the rotating shaft (202) and intersects with the rotating shaft (202).
2. The arc-shaped simulation conveyor belt longitudinal tearing visual detection test bed according to claim 1, characterized in that: the plane mirror (201) is axisymmetric along the rotation axis (202).
3. The arc-shaped simulation conveyor belt longitudinal tearing visual detection test bed according to claim 2, characterized in that: the image acquisition module further comprises a guide rail (302); the guide rail (302) is parallel to the optical axis of the camera (301); the camera (301) is slidably connected to the guide rail (302).
4. The arc-shaped simulation conveyor belt longitudinal tearing visual detection test bed according to claim 3, characterized in that: the image acquisition module further comprises a vertical telescopic rod (303); the fixed end of the telescopic rod (303) is connected to the guide rail (302) in a sliding way through a sliding block (304); the telescopic end of the telescopic rod (303) is connected with the camera (301).
5. The arc-shaped simulation conveyor belt longitudinal tearing visual detection test bed according to claim 4, characterized in that: the image acquisition module further comprises an illumination device (305) for specularly reflecting illumination of the conveyor belt (101) by means of the plane mirror (201); the lighting device (305) is rotatably arranged at the telescopic end of the telescopic rod (303).
6. The longitudinal tearing visual detection test bed of the arc-shaped simulation conveyor belt according to any one of claims 1 to 5, characterized in that: the plane mirror module further comprises a mounting frame (203) and a plane mirror driving motor (204); the plane mirror driving motor is fixed on the mounting frame (203) and is used for driving the rotating shaft (202) to rotate.
7. The longitudinal tearing visual detection test bed of the arc-shaped simulation conveyor belt according to claim 6, characterized in that: the conveyor model further comprises a conveyor motor (103) and a drum (104); the conveying motor (103) drives the conveying belt (101) to move through the roller (104).
8. The longitudinal tearing visual detection test bed of the arc-shaped simulation conveyor belt according to claim 6, characterized in that: the conveyor model is mounted on an electric vibratory table (105).
CN202010535496.8A 2020-06-12 2020-06-12 Visual inspection test bed that circular-arc simulation conveyer belt was indulged and is torn Active CN111649919B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202010535496.8A CN111649919B (en) 2020-06-12 2020-06-12 Visual inspection test bed that circular-arc simulation conveyer belt was indulged and is torn

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202010535496.8A CN111649919B (en) 2020-06-12 2020-06-12 Visual inspection test bed that circular-arc simulation conveyer belt was indulged and is torn

Publications (2)

Publication Number Publication Date
CN111649919A true CN111649919A (en) 2020-09-11
CN111649919B CN111649919B (en) 2022-11-18

Family

ID=72351289

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202010535496.8A Active CN111649919B (en) 2020-06-12 2020-06-12 Visual inspection test bed that circular-arc simulation conveyer belt was indulged and is torn

Country Status (1)

Country Link
CN (1) CN111649919B (en)

Citations (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20080285013A1 (en) * 2007-05-14 2008-11-20 Uhlmann Visiotec Gmbh Method of Checking the Filling Volume of Blisters
US20080302707A1 (en) * 2005-12-30 2008-12-11 Pellence Selective Technologies Method and Machine for Automatically Inspecting and Sorting Objects According to Their Thickness
CN101619537A (en) * 2008-07-03 2010-01-06 特鲁菲舍尔股份有限公司及两合公司 Apparatus for detection of foreign matter in plastic material in spinning room preparation, ginning or the like installation
CN101804907A (en) * 2010-03-17 2010-08-18 燕山大学 Machine vision belt tearing detecting and protecting device
CN102607788A (en) * 2012-03-27 2012-07-25 西安航空技术高等专科学校 Device and method for detecting vibration isolation performance consistency of oversized optical platform
CN203283810U (en) * 2013-06-13 2013-11-13 西安科技大学 Underground belt conveyor detecting system based on image processing technique
CN203610326U (en) * 2014-02-24 2014-05-28 南京焦耳科技有限责任公司 Tobacco shred selecting and removing device
CN104297256A (en) * 2013-07-19 2015-01-21 鸿富锦精密工业(深圳)有限公司 Appearance flaw detection system and method
CN105129370A (en) * 2015-08-06 2015-12-09 北京工业大学 Method for detecting longitudinal tearing of belt conveyor
CN105491349A (en) * 2015-12-31 2016-04-13 天津市三特电子有限公司 Belt group abnormal state automatic touring detection system and detection method thereof
CN105594190A (en) * 2013-10-22 2016-05-18 国立大学法人东京大学 Blurless image capturing system
CN209640248U (en) * 2019-03-26 2019-11-15 深圳智检慧通科技有限公司 A kind of intelligent visual detection filming apparatus
CN111022826A (en) * 2019-12-10 2020-04-17 天目爱视(北京)科技有限公司 Three-dimensional acquisition equipment for inner wall of pipeline

Patent Citations (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20080302707A1 (en) * 2005-12-30 2008-12-11 Pellence Selective Technologies Method and Machine for Automatically Inspecting and Sorting Objects According to Their Thickness
US20080285013A1 (en) * 2007-05-14 2008-11-20 Uhlmann Visiotec Gmbh Method of Checking the Filling Volume of Blisters
CN101619537A (en) * 2008-07-03 2010-01-06 特鲁菲舍尔股份有限公司及两合公司 Apparatus for detection of foreign matter in plastic material in spinning room preparation, ginning or the like installation
CN101804907A (en) * 2010-03-17 2010-08-18 燕山大学 Machine vision belt tearing detecting and protecting device
CN101986143A (en) * 2010-03-17 2011-03-16 燕山大学 Machine vision belt tear detection and protective device
CN102607788A (en) * 2012-03-27 2012-07-25 西安航空技术高等专科学校 Device and method for detecting vibration isolation performance consistency of oversized optical platform
CN203283810U (en) * 2013-06-13 2013-11-13 西安科技大学 Underground belt conveyor detecting system based on image processing technique
CN104297256A (en) * 2013-07-19 2015-01-21 鸿富锦精密工业(深圳)有限公司 Appearance flaw detection system and method
CN105594190A (en) * 2013-10-22 2016-05-18 国立大学法人东京大学 Blurless image capturing system
CN203610326U (en) * 2014-02-24 2014-05-28 南京焦耳科技有限责任公司 Tobacco shred selecting and removing device
CN105129370A (en) * 2015-08-06 2015-12-09 北京工业大学 Method for detecting longitudinal tearing of belt conveyor
CN105491349A (en) * 2015-12-31 2016-04-13 天津市三特电子有限公司 Belt group abnormal state automatic touring detection system and detection method thereof
CN209640248U (en) * 2019-03-26 2019-11-15 深圳智检慧通科技有限公司 A kind of intelligent visual detection filming apparatus
CN111022826A (en) * 2019-12-10 2020-04-17 天目爱视(北京)科技有限公司 Three-dimensional acquisition equipment for inner wall of pipeline

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
ANIRUDH VIJAY: ""Development of an Economical Digital Control"", 《2017 INTERNATIONAL CONFERENCE ON INVENTIVE SYSTEMS AND CONTROL (ICISC)》 *
刘敬: ""大型带式输送机皮带撕裂特征及应用研究"", 《中国优秀硕士学位论文全文数据库 工程科技II辑》 *
张明敏: ""基于机器视觉的矿用输送带纵向撕裂检测系统研究"", 《中国博士学位论文全文数据库 信息科技辑》 *

Also Published As

Publication number Publication date
CN111649919B (en) 2022-11-18

Similar Documents

Publication Publication Date Title
CN107831175B (en) Double-sided detection device and method for surface defects of plates
CN205003098U (en) Brake block appearance imperfections multistation on -line measuring device
CN102928439B (en) Needle roller surface defect detection method and device based on machine vision
CN201653920U (en) Optical tester for electronic circuit boards
CN203824934U (en) Optical system for mirror appearance inspection of trademark
CN204101468U (en) Electronic product surface quality detection device
CN107101803A (en) A kind of optical module automatic testing equipment
CN112881411B (en) AOI automatic optical nondestructive testing equipment
CN203502111U (en) Road illumination quality detection device
CN208299940U (en) A kind of detection device of double-station camera module
CN111649919B (en) Visual inspection test bed that circular-arc simulation conveyer belt was indulged and is torn
CN109596633A (en) Light guide plate defect detection equipment and detection method
CN109270714A (en) A kind of detection method of display panel
CN113138200A (en) Detection system and detection method for PCB
CN204064971U (en) backlight module quality detection device
CN208672465U (en) A kind of Charpy impact machine tester of the automatic centering applied to high molecular material
CN208026612U (en) A kind of small internal surface of hole on-line measuring device
CN207908399U (en) A kind of seamless steel pipe detection device
CN213933081U (en) Keyboard automatic detection equipment
CN202171569U (en) Efficient AOI equipment
CN211477035U (en) Casing profile tolerance testing fixture
CN109856147B (en) Detection system for roller appearance
CN212007318U (en) Cloud platform camera for hydropower station inspection robot
CN112666173A (en) Multi-station AOI test platform
CN210243524U (en) Steel pipe surface flaw detector

Legal Events

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