CN110412049A - A kind of poroid precise detection device of chemical fibre spinneret hole based on machine vision - Google Patents

A kind of poroid precise detection device of chemical fibre spinneret hole based on machine vision Download PDF

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Publication number
CN110412049A
CN110412049A CN201910837906.1A CN201910837906A CN110412049A CN 110412049 A CN110412049 A CN 110412049A CN 201910837906 A CN201910837906 A CN 201910837906A CN 110412049 A CN110412049 A CN 110412049A
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CN
China
Prior art keywords
spinneret hole
chemical fibre
machine vision
detection device
poroid
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Pending
Application number
CN201910837906.1A
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Chinese (zh)
Inventor
沈鹏
王洋
翟浩杰
马明星
李培旭
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.)
Tianjin Advanced Equipment Research Institute Of Tsinghua University Luoyang Advanced Manufacturing Industry Research And Development Base
Henan Wonder Electronic Technology Co Ltd
Original Assignee
Tianjin Advanced Equipment Research Institute Of Tsinghua University Luoyang Advanced Manufacturing Industry Research And Development Base
Henan Wonder Electronic Technology Co Ltd
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Application filed by Tianjin Advanced Equipment Research Institute Of Tsinghua University Luoyang Advanced Manufacturing Industry Research And Development Base, Henan Wonder Electronic Technology Co Ltd filed Critical Tianjin Advanced Equipment Research Institute Of Tsinghua University Luoyang Advanced Manufacturing Industry Research And Development Base
Priority to CN201910837906.1A priority Critical patent/CN110412049A/en
Publication of CN110412049A publication Critical patent/CN110412049A/en
Pending legal-status Critical Current

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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/01Arrangements or apparatus for facilitating the optical investigation
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/84Systems specially adapted for particular applications
    • G01N21/88Investigating the presence of flaws or contamination
    • G01N21/95Investigating the presence of flaws or contamination characterised by the material or shape of the object to be examined
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/01Arrangements or apparatus for facilitating the optical investigation
    • G01N2021/0106General arrangement of respective parts
    • G01N2021/0112Apparatus in one mechanical, optical or electronic block

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  • Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Chemical & Material Sciences (AREA)
  • Analytical Chemistry (AREA)
  • Biochemistry (AREA)
  • General Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Immunology (AREA)
  • Pathology (AREA)
  • Constituent Portions Of Griding Lathes, Driving, Sensing And Control (AREA)
  • Investigating Materials By The Use Of Optical Means Adapted For Particular Applications (AREA)
  • Length Measuring Devices By Optical Means (AREA)

Abstract

A kind of poroid precise detection device of chemical fibre spinneret hole based on machine vision, with an Installation cabinet, the Installation cabinet includes the cabinet body and L-type plate for split type structure or integral structure, the top surface of cabinet body is equipped with the detection article carrying platform being located at below L-type plate horizontal part, article carrying platform is detected equipped with the locating piece for being positioned to spinning head, its bottom surface is equipped with the polishing lighting mechanism for providing light source and making light source from underface perpendicular through spinneret hole, its top surface or the vertical portion of L-type plate, which are equipped with, takes pictures to the plane where spinneret hole by industrial camera and the image of acquisition can be uploaded to the image acquisition mechanism that computer is handled;The host and input equipment of polishing lighting mechanism, computer are installed in the inside of the cabinet body, and the vertical portion installation of the L-type plate detects the computer display screen at interface, testing result for rendering.The device detection efficiency is high, most can reach 3 seconds/fastly, and do not influenced by hole count, varying aperture.

Description

A kind of poroid precise detection device of chemical fibre spinneret hole based on machine vision
Technical field
The invention belongs to hole defect detection field more particularly to a kind of poroid essences of chemical fibre spinneret hole based on machine vision Close detection device.
Background technique
Spinning head is the precise part on chemical fibre spinning machine, also referred to as spinneret, in the manufacturing and spinneret Be easy to exist in the process blocking, burr, it is non-round the defects of, the quality of state will directly affect the quality of spinneret, be that enterprise is controlled The important quality target of system.
Since the aperture of spinneret hole small (micron order, 40 μm -85 μm), hole count are more (24-120), passed in industry at present The detection method of system is still manual toggle spinning head rotation under the microscope, using visually observation checks one by one, detection time For second/5-10 (depending on window diameter, hole count).That there are detection efficiencies is low for the detection method, labor intensity of workers is big, testing result Not objective, the problems such as testing cost is high, it is clear that have been unable to meet the needs of modern business development.
Summary of the invention
Chemical fibre spinneret hole traditional detection method in industry there are aiming at the problem that, it is an object of the invention to propose one kind The poroid precise detection device of chemical fibre spinneret hole based on machine vision.
The purpose of the present invention is what is realized using following technical scheme.It is proposed according to the present invention a kind of based on machine view The poroid precise detection device of chemical fibre spinneret hole of feel, has an Installation cabinet, which includes for split type structure or one The cabinet body and L-type plate of formula structure, the top surface of cabinet body are equipped with the detection article carrying platform being located at below L-type plate horizontal part, detect loading Platform is equipped with the locating piece for being positioned to spinning head, and bottom surface is equipped with for providing light source and making light source from underface Perpendicular through the polishing lighting mechanism of spinneret hole, the vertical portion of top surface or L-type plate is equipped with through industrial camera to spinning head Plane where hole is taken pictures and the image of acquisition can be uploaded to the image acquisition mechanism that computer is handled;The cabinet The host and input equipment of polishing lighting mechanism, computer are installed in the inside of body, and the vertical portion installation of the L-type plate is for rendering Detect the computer display screen at interface, testing result.
Further, the cabinet body top surface positioned at the detection article carrying platform two sides be respectively equipped with workpiece placement area to be checked, Workpiece placement area after inspection.
Further, the locating piece has for the V-type with the fitting of spinning head skirt to be positioned to spinning head Opening.
Further, the polishing lighting mechanism includes the light of axis in vertical state with the plane where spinneret hole Source, the fixture for light source to be fixed in detection article carrying platform bottom surface.
Further, described image collecting mechanism include the optical axis of camera lens and plane where spinneret hole in vertical state Industrial camera, for mounting industrial camera and with the affixed supporting element in top surface of detection article carrying platform, for industrial camera The height height fine-adjustment mechanism being finely adjusted, the angle fine-adjustment mechanism that is finely adjusted for the angle to industrial camera.
Further, the supporting element is equipped with slide unit, can be relative to cunning when being installed in outer power drive by axis on slide unit The runner that platform is rotated, runner and camera fixed plate are affixed, install industrial camera in camera fixed plate;The high fine-tuning machine Structure includes the high fine-tuning knob for being fixed in supporting element side, is fixed in slide unit side and offsets with the end of high fine-tuning knob The block connect;The angle fine-adjustment mechanism includes two angular adjustment knobs for being fixed in slide unit side and Relative distribution, protrusion In the lever that runner side and two sides are abutted against with the end of two angular adjustment knobs respectively.
Further, described image collecting mechanism further includes being electrically connected by conducting wire and industrial camera and being used to start work The foot trigger that industry camera takes pictures to the plane where spinning head.
Further, described image collecting mechanism further includes that industry phase described in simultaneously the cover is removably connect with supporting element The protective cover of machine, height fine-adjustment mechanism and angle fine-adjustment mechanism.
Further, the vertical portion of the L-type plate is also equipped with the light source switch being electrically connected by conducting wire and light source.
The present invention utilizes machine vision technique, by high-resolution industrial camera to flat where spinneret hole to be checked Face is taken pictures, and the image comprising all hole profiles on spinning head is obtained after computer is handled, compared with the profile of standard after Obtain the testing result of workpiece.Compared with traditional artificial microscope detection mode, the present invention is had the advantage that
1, the device detection efficiency is high, most can reach 3 seconds/fastly, and do not influenced by hole count, varying aperture;
It 2, is under the microscope spinneret due to not using eyes when detecting greater number of spinning head in stipulated time section Head bore checks one by one, will reduce the vision impairment of operator to minimum, the vision health of effective protection operator;
3, detection quality is stablized, and the detection mode based on machine vision technique is scientific, objective, directly acquires and most accurately examines It surveys as a result, avoiding influences caused by operator's asthenopia and mood swing.
The above description is only an overview of the technical scheme of the present invention, in order to better understand the technical means of the present invention, And it can be implemented in accordance with the contents of the specification, and in order to allow above and other objects, features and advantages of the invention can It is clearer and more comprehensible, it is special below to lift preferred embodiment, and cooperate attached drawing, detailed description are as follows.
Detailed description of the invention
Fig. 1 is a kind of entirety of the poroid precise detection device embodiment of chemical fibre spinneret hole based on machine vision of the invention Schematic diagram.
Fig. 2 is the installation signal of image acquisition mechanism in embodiment illustrated in fig. 1, detection article carrying platform and polishing lighting mechanism Figure.
Fig. 3 is the schematic diagram of polishing lighting mechanism in embodiment illustrated in fig. 1.
Fig. 4 is the schematic diagram of image acquisition mechanism in embodiment illustrated in fig. 1.
Fig. 5 is the schematic diagram of chemical fibre spinning head.
[appended drawing reference]
S- spinning head 101-L template 102- cabinet body 2- polishing lighting mechanism
201- light source 202- fixture 3- image acquisition mechanism 301- industrial camera
302- supporting element 303- slide unit 304- runner 305- camera fixed plate
3061- height adjustment knob 3062- block 3071- angular adjustment knob 3072- lever
4- detects workpiece placement area 7- display screen after article carrying platform 5- 6- inspection in workpiece placement area to be checked
8- light source switch 9- locating piece
Specific embodiment
The specific structure that present invention be described in more detail with reference to the accompanying drawings and embodiments, working principle and worked Journey.
In the description of the present invention, it is to be understood that, term " center ", " longitudinal direction ", " transverse direction ", "upper", "lower", The orientation or positional relationship of the instructions such as "front", "rear", "left", "right", "vertical", "horizontal", "top", "bottom", "inner", "outside" is It is based on the orientation or positional relationship shown in the drawings, is merely for convenience of description of the present invention and simplification of the description, rather than instruction or dark Show that signified device or element must have a particular orientation, be constructed and operated in a specific orientation, therefore should not be understood as pair Limitation of the invention.In addition, term " first ", " second " etc. are used for description purposes only, it is not understood to indicate or imply phase To importance or implicitly indicate the quantity of indicated technical characteristic.The feature for defining " first ", " second " etc. as a result, can To explicitly or implicitly include one or more of the features.
Referring to Fig. 1, for the one of a kind of poroid precise detection device of chemical fibre spinneret hole based on machine vision of the present invention A embodiment.The present embodiment include Installation cabinet, polishing lighting mechanism 2, image acquisition mechanism 3, load inspection software computer, Installation cabinet 1 is for being reasonably laid out, installing polishing lighting mechanism 2, image acquisition mechanism 3 and computer;Polishing lighting mechanism 2 is used The polishing condition needed for providing Image Acquisition guarantees the stabilization of imaging;Image acquisition mechanism 3 is used to acquire, store image, and Acquired image can be uploaded to computer;Computer is used to handle the image of the upload of image acquisition mechanism 3, and can show inspection Survey result.
The Installation cabinet includes cabinet body 102, the L-type plate 101 being fixed on cabinet body top surface, is fission both in the present embodiment Formula structure.The top surface of cabinet body 102 is equipped with the detection article carrying platform 4 for being detected to chemical fibre spinning head S, and the detection loading is flat The left side of platform is workpiece placement area 5 to be checked, right side is workpiece placement area 6 after inspection, it is of course possible to adjustment detection as needed The relative position of workpiece placement area after article carrying platform, workpiece placement area to be checked and inspection;The inside of the cabinet body 102 is for pacifying Fill the host and input equipment (such as keyboard, mouse), polishing lighting mechanism of computer;The side of the cabinet body 102 is equipped with heat dissipation Hole.The vertical portion of L-type plate 101 for installing computer screen 7, light source switch 8, display screen 7 detect for rendering interface, Testing result is observed convenient for operator;The light source of light source switch 8 and polishing lighting mechanism 2 is electrically connected by conducting wire, for beating Open or close black out source;The horizontal part of L-type plate 101 at least wants the cover in the top of detection article carrying platform 4, for eliminating other light Interference, be the present embodiment easy to process in L-type plate horizontal part simultaneously the cover workpiece placement area 5 to be checked, inspection after workpiece The top of placement area 6.
Further, referring to Fig. 3, the detection article carrying platform 4 is equipped with a positioning block 9, which has V Type opening, spinning head skirt to be checked is open to be bonded with aforementioned V-type when detection can be completed precise positioning.The detection loading The affixed image acquisition mechanism 3 in the top surface of platform 4, the affixed polishing lighting mechanism 2 in bottom surface, it is horizontal that image acquisition mechanism 3 is located at L-type plate The lower section in portion, polishing lighting mechanism 2 are located at the inside of cabinet body.
Further, workpiece placement area 6 by partition is separated into two regions after the inspection: unqualified workpiece is put Region, qualified workpiece placement area, can be separated into more than two regions according to actual needs certainly.
Please refer to figs. 2 and 3, and the polishing lighting mechanism 2 includes light source 201, fixture 202, and the back side of light source 201 is logical It crosses bolt to be horizontally fixed on fixture 202, fixture 202 is fixed in bottom surface and the guarantee of detection article carrying platform 4 by bolt The plane (being upper surface in the present embodiment) at porous place in vertical state, makes light source on the axis of light source and spinning head to be checked From underface perpendicular through spinneret hole to be checked.
Please refer to Fig. 2 and Fig. 4, described image collecting mechanism 3 include high-resolution industrial camera 301, supporting element 302, The foot trigger 308 of industrial camera is electrically connected and is used to start, for the height to industrial camera by conducting wire and industrial camera Spend the height fine-adjustment mechanism being finely adjusted, the angle fine-adjustment mechanism being finely adjusted for the angle to industrial camera.Supporting element 302 It is fixed in the top surface of detection article carrying platform 4 by bolt, is equipped with the slide unit 303 that can be moved along the vertical direction, slide unit 303 thereon Above installing one by axis can be relative to the runner 304 that slide unit is rotated, runner 304 and camera fixed plate in outer power drive 305 is affixed, and industrial camera 301 is installed in camera fixed plate 305.Height fine-adjustment mechanism includes being fixed in supporting element in the present embodiment The high fine-tuning knob 3061 of side, the block 3062 for being fixed in slide unit side, the end of high fine-tuning knob 3061 and block 3062 abut against, and block and slide unit 303 can be pushed to move along the vertical direction by turn high fine-tuning button, to industrial camera Height be finely adjusted.Angle fine-adjustment mechanism includes being fixed in slide unit side and in two of upper and lower Relative distribution in the present embodiment Angular adjustment knob 3071, the lever 3072 for protruding from 304 side of runner, the end of two angular adjustment knobs 3071 respectively with The upper and lower two sides of lever 3072 abut against, and can push lever and runner pivoting by two angular adjustment knobs of turn, The angle of industrial camera is finely adjusted.The mirror of industrial camera is realized by the cooperation of height fine-adjustment mechanism and angle fine-adjustment mechanism On first 3011 optical axis and spinning head to be checked the plane at porous place in vertical state, make industrial camera camera lens 3011, to The plane at porous place and light source 201 are maintained in same optical axis on the spinning head of inspection.
Further, described image collecting mechanism further includes protective cover 309, passes through height fine-adjustment mechanism and angle adjustment Protective cover is removably connect with supporting element by bolt by mechanism after being adjusted in place industrial camera, makes protective cover the cover in work The outside of industry camera, height fine-adjustment mechanism and angle fine-adjustment mechanism.
When work, first start computer, corresponding hole count, aperture and the positive and negative deviation of permission inputted by input equipment, And in the detection interface of presentation on a display screen.Then by pre-cleaning complete one group of spinning head (usually with a disk 50 be One group) it is uniformly placed into the workpiece placement area to be checked of cabinet body top surface, and take one from workpiece placement area to be checked manually Spinning head is bonded the skirt of the spinning head with the V-type opening for detecting the locating piece on article carrying platform, completes spinning head to be checked Positioning, at this time light source, the plane at porous place on spinning head to be checked, industrial camera camera lens be in coaxial state.Then open Light source switch, triggering foot trigger, industrial camera is taken pictures, acquires image, and acquired image is uploaded to computer It is handled.Since the circle that the profile of normal spinneret hole is rendered as more standard (is defined as the profile diagram of standard Picture) and the defects of plug-hole or burr profile for will lead to spinneret hole is rendered as the circle with obvious notch, computer can be right The contour images of the spinneret hole to be checked obtained after processing, the contour images of standard are compared, judge hole count, aperture whether The testing result of this spinning head is shown in detection interface within the scope of the positive and negative deviation of permission, and on a display screen.According to inspection The spinning head that survey result will test completion is placed on workpiece placement area after corresponding inspection.So far, single spinning head has detected At.Aforementioned process is repeated, successively subsequent spinning head is detected one by one.
Furthermore in other embodiments of the invention, cabinet body and L-type plate can be made of one formula structure;It can be by image Collecting mechanism is mounted on L-type plate, and supporting element is fixed on L-type plate at this time;A workpiece transfer mechanism can be added, which passes Workpiece placement area after sending mechanism to answer approach workpiece placement area to be checked, detection article carrying platform and examine, realizes the automatic of spinning head Transmission, further increases working efficiency.
Finally, it is stated that the above examples are only used to illustrate the technical scheme of the present invention and are not limiting, this field is common Other modifications or equivalent replacement that technical staff makes technical solution of the present invention, without departing from technical solution of the present invention Design and range, be intended to be within the scope of the claims of the invention.

Claims (9)

1. a kind of poroid precise detection device of chemical fibre spinneret hole based on machine vision has an Installation cabinet, the Installation cabinet packet Include the cabinet body and L-type plate for split type structure or integral structure, it is characterised in that the top surface of cabinet body, which is equipped with, is located at L-type plate level Detection article carrying platform below portion, detection article carrying platform are equipped with the locating piece for being positioned to spinning head, and bottom surface is set There is a polishing lighting mechanism for providing light source and making light source from underface perpendicular through spinneret hole, top surface or L-type plate Vertical portion is equipped with and is taken pictures by industrial camera to the plane where spinneret hole and the image of acquisition can be uploaded to calculating The image acquisition mechanism that machine is handled;The inside installation polishing lighting mechanism of the cabinet body, the host of computer and input are set Standby, the vertical portion installation of the L-type plate detects the computer display screen at interface, testing result for rendering.
2. the chemical fibre spinneret hole poroid precise detection device according to claim 1 based on machine vision, feature exist Workpiece puts area after the cabinet body top surface for being located at the detection article carrying platform two sides is respectively equipped with workpiece placement area to be checked, inspection Domain.
3. the chemical fibre spinneret hole poroid precise detection device according to claim 1 based on machine vision, feature exist Have in the locating piece and spinning head skirt is bonded so that the V-type positioned to spinning head is open.
4. the chemical fibre spinneret hole poroid precise detection device according to claim 1 based on machine vision, feature exist In the polishing lighting mechanism include axis with the light source in vertical state of the plane where spinneret hole, for light source is affixed Fixture in detection article carrying platform bottom surface.
5. the chemical fibre spinneret hole poroid precise detection device according to claim 1 based on machine vision, feature exist In described image collecting mechanism include camera lens optical axis and spinneret hole where plane industrial camera in vertical state, be used for Mounting industrial camera is simultaneously finely adjusted with the affixed supporting element in top surface of detection article carrying platform, for the height to industrial camera Height fine-adjustment mechanism, the angle fine-adjustment mechanism being finely adjusted for the angle to industrial camera.
6. the chemical fibre spinneret hole poroid precise detection device according to claim 5 based on machine vision, feature exist It is equipped with slide unit in the supporting element, what can be rotated relative to slide unit when being installed in outer power drive by axis on slide unit turns Wheel, runner and camera fixed plate are affixed, install industrial camera in camera fixed plate;The height fine-adjustment mechanism includes being fixed in branch The high fine-tuning knob of support member side, the block for being fixed in slide unit side and being abutted against with the end of high fine-tuning knob;It is described Angle fine-adjustment mechanism includes two angular adjustment knobs for being fixed in slide unit side and Relative distribution, protrudes from runner side and two The lever that side is abutted against with the end of two angular adjustment knobs respectively.
7. the chemical fibre spinneret hole poroid precise detection device according to claim 5 based on machine vision, feature exist It further include being electrically connected by conducting wire and industrial camera and being used to start industrial camera to spinning head in described image collecting mechanism The foot trigger that the plane at place is taken pictures.
8. the chemical fibre spinneret hole poroid precise detection device according to claim 5 based on machine vision, feature exist In described image collecting mechanism further include removably connect with supporting element and the cover described in industrial camera, height fine-adjustment mechanism and The protective cover of angle fine-adjustment mechanism.
9. the chemical fibre spinneret hole poroid precise detection device according to claim 1 based on machine vision, feature exist The light source switch being electrically connected by conducting wire and light source is also equipped in the vertical portion of the L-type plate.
CN201910837906.1A 2019-09-05 2019-09-05 A kind of poroid precise detection device of chemical fibre spinneret hole based on machine vision Pending CN110412049A (en)

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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112730437A (en) * 2020-12-28 2021-04-30 中国纺织科学研究院有限公司 Spinneret plate surface defect detection method and device based on depth separable convolutional neural network, storage medium and equipment
CN115647598A (en) * 2022-11-17 2023-01-31 苏州华工自动化技术有限公司 Automatic marking working method of battery cover plate

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN2777488Y (en) * 2005-03-22 2006-05-03 东华大学 Device for automatically testing spinneret plate
CN101819157A (en) * 2010-04-27 2010-09-01 东华大学 Spinning plate detector
CN102141374A (en) * 2010-12-23 2011-08-03 苏州天准精密技术有限公司 Image type spinneret plate automatic detector
CN105547182A (en) * 2015-12-09 2016-05-04 中国科学院声学研究所东海研究站 Spinneret plate detection equipment and method
CN106091926A (en) * 2016-07-06 2016-11-09 中国计量大学 The detection apparatus and method of the miniature workpiece inside groove size of the asynchronous exposure of multi-point source
CN208833676U (en) * 2018-09-21 2019-05-07 河源职业技术学院 A kind of Machine Vision Detection platform
CN210894158U (en) * 2019-09-05 2020-06-30 河南奇测电子科技有限公司 Chemical fiber spinneret hole-shaped precision detection device based on machine vision

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN2777488Y (en) * 2005-03-22 2006-05-03 东华大学 Device for automatically testing spinneret plate
CN101819157A (en) * 2010-04-27 2010-09-01 东华大学 Spinning plate detector
CN102141374A (en) * 2010-12-23 2011-08-03 苏州天准精密技术有限公司 Image type spinneret plate automatic detector
CN105547182A (en) * 2015-12-09 2016-05-04 中国科学院声学研究所东海研究站 Spinneret plate detection equipment and method
CN106091926A (en) * 2016-07-06 2016-11-09 中国计量大学 The detection apparatus and method of the miniature workpiece inside groove size of the asynchronous exposure of multi-point source
CN208833676U (en) * 2018-09-21 2019-05-07 河源职业技术学院 A kind of Machine Vision Detection platform
CN210894158U (en) * 2019-09-05 2020-06-30 河南奇测电子科技有限公司 Chemical fiber spinneret hole-shaped precision detection device based on machine vision

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
尹平平 等: "喷丝板自动检测中基于机器视觉的自动纠偏", 东华大学学报(自然科学版), vol. 33, no. 1, 28 February 2007 (2007-02-28), pages 117 - 119 *

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112730437A (en) * 2020-12-28 2021-04-30 中国纺织科学研究院有限公司 Spinneret plate surface defect detection method and device based on depth separable convolutional neural network, storage medium and equipment
CN112730437B (en) * 2020-12-28 2023-01-10 中国纺织科学研究院有限公司 Spinneret plate surface defect detection method and device based on depth separable convolutional neural network, storage medium and equipment
CN115647598A (en) * 2022-11-17 2023-01-31 苏州华工自动化技术有限公司 Automatic marking working method of battery cover plate

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