CN110174405A - Diaphragm supplied materials quality vision detection system and detection method - Google Patents

Diaphragm supplied materials quality vision detection system and detection method Download PDF

Info

Publication number
CN110174405A
CN110174405A CN201910482521.8A CN201910482521A CN110174405A CN 110174405 A CN110174405 A CN 110174405A CN 201910482521 A CN201910482521 A CN 201910482521A CN 110174405 A CN110174405 A CN 110174405A
Authority
CN
China
Prior art keywords
diaphragm
membrane
supplied materials
bound fragment
vision
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
CN201910482521.8A
Other languages
Chinese (zh)
Other versions
CN110174405B (en
Inventor
彭继红
薛正东
许露
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.)
Shanghai Forsyte Robot Co ltd
Original Assignee
Shanghai Foresight Robotics 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 Shanghai Foresight Robotics Co Ltd filed Critical Shanghai Foresight Robotics Co Ltd
Priority to CN201910482521.8A priority Critical patent/CN110174405B/en
Publication of CN110174405A publication Critical patent/CN110174405A/en
Application granted granted Critical
Publication of CN110174405B publication Critical patent/CN110174405B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • 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
    • G01N21/86Investigating moving sheets
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Programme-control systems
    • G05B19/02Programme-control systems electric
    • G05B19/04Programme control other than numerical control, i.e. in sequence controllers or logic controllers
    • G05B19/05Programmable logic controllers, e.g. simulating logic interconnections of signals according to ladder diagrams or function charts
    • 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
    • G01N21/86Investigating moving sheets
    • G01N2021/8645Investigating moving sheets using multidetectors, detector array

Abstract

The invention discloses a kind of diaphragm supplied materials quality vision detection systems, First look detection module and the second vision-based detection module are equipped in the top of diaphragm supplied materials, one section of membrane surface in manipulator traction is detected simultaneously, First look detection module is different from the detection project of both the second vision-based detection modules, control unit is judged according to testing result, when First look detection module and the second vision-based detection module all do not detect bad, judge this section of diaphragm qualification, and manipulator is instructed to continue to draw, otherwise, judge that this section of diaphragm is unqualified, and removal instruction is issued to cutting mechanism and is recycled.The present invention can accurately and effectively detect the bad problem of diaphragm, and can be to bad diaphragm recycling and reusing, to substantially increase the utilization rate of diaphragm.The invention also discloses a kind of diaphragm supplied materials quality visible detection methods.

Description

Diaphragm supplied materials quality vision detection system and detection method
Technical field
The present invention relates to industrial filter core manufacturing automation equipment technical fields, carry out item more particularly, to a kind of diaphragm Matter vision detection system and detection method.
Background technique
In industrial filter core manufacturing, at present in the production line industrial diaphragm when, there is no a kind of pair of diaphragm qualities to carry out The mode being effectively monitored online, in this way it is necessary that diaphragm absolutely there is no problem.But in the actual production process, diaphragm is past Toward will appear various problems, such as light transmission, color spot, coating is lacked, coating stripping, coating foaming, and diaphragm has folding line etc. bad.It meets It to such diaphragm, must just reject in time, otherwise just be difficult to ensure the quality of industrial filter core.Meanwhile bad diaphragm once flows Enter subsequent handling, be bound to cause the waste of other materials, leads to the rising of cost.
Summary of the invention
It is an object of the invention to overcome drawbacks described above of the existing technology, a kind of diaphragm supplied materials quality vision inspection is provided Examining system and detection method.
To achieve the above object, technical scheme is as follows:
A kind of diaphragm supplied materials quality vision detection system, comprising:
First look detection module and the second vision-based detection module, are set side by side in the production line by front-rear direction, and The top of diaphragm supplied materials in unreeling, for being carried out to the advancing diaphragm supplied materials segmentation in the length of setting Detection, and synchronism output is directed to the testing result of each membrane-bound fragment;Wherein, the First look detection module and the second vision-based detection The detection project of both modules is different;
Manipulator, for carrying out step traction to the diaphragm supplied materials;
Cutting mechanism, for from the diaphragm supplied materials excision meet the qualified diaphragm of setting length, and from the film Unqualified membrane-bound fragment is cut off on piece supplied materials;
Control unit judges whether each membrane-bound fragment is qualified according to the testing result;Wherein, when the First look When detection module and the second vision-based detection module all do not detect bad to certain membrane-bound fragment, membrane-bound fragment qualification is judged, and refer to The manipulator is enabled to continue to draw the diaphragm supplied materials, until referring to when all membrane-bound fragments in setting length are all qualified Enable the cutting mechanism cut off from the diaphragm supplied materials meet setting length qualified diaphragm otherwise judge the membrane-bound fragment not Qualification, and instruct the cutting mechanism by the unqualified membrane-bound fragment and its connected leading portion qualification membrane-bound fragment from the diaphragm supplied materials Upper excision.
Further, the First look detection module and the second vision-based detection module are that line sweeps camera, and the line sweeps phase Machine connects described control unit.
Further, camera light source is additionally provided with above the diaphragm supplied materials, it is single that the camera light source connects the control Member.
Further, the manipulator is servo manipulator, and the servo manipulator connects described control unit.
Further, the cutting mechanism is equipped with rectilinearly-movable cutter.
Further, the corresponding lower section of the cutting mechanism is equipped with bad recycling box, and described control unit instructs the machine Unqualified membrane-bound fragment after excision is drawn to the bad recycling box top and is decontroled by tool hand, and unqualified membrane-bound fragment is made to fall into institute It states in bad recycling box.
Further, described control unit is programmable logic controller (PLC), and the programmable logic controller (PLC) connection is upper Machine, the host computer is for saving the bad data in the testing result.
A kind of diaphragm quality visible detection method uses above-mentioned diaphragm supplied materials quality vision detection system, comprising:
In the length of setting, step traction is carried out to the diaphragm supplied materials in unreeling by manipulator;
Open First look detection module and the second vision-based detection module, to each membrane-bound fragment set in advance in length into The segmentation of row disparity items detects, and will be sent to control unit for the testing result of each membrane-bound fragment;
Judge whether each membrane-bound fragment is qualified by control unit;Wherein, when the First look detection module and second regard When feeling that detection module does not all detect bad to certain membrane-bound fragment, membrane-bound fragment qualification is judged, and the manipulator is instructed to continue The diaphragm supplied materials is drawn, until when all membrane-bound fragments in setting length are all qualified, instruct the cutting mechanism from Otherwise the qualified diaphragm that excision meets setting length on the diaphragm supplied materials judges that the membrane-bound fragment is unqualified, and cut described in instruction Cutting mill structure cuts off the unqualified membrane-bound fragment and its connected leading portion qualification membrane-bound fragment from the diaphragm supplied materials.
Further, the corresponding lower section of the cutting mechanism is equipped with bad recycling box, and described control unit instructs the machine Tool hand by after excision unqualified membrane-bound fragment and its connected leading portion qualification membrane-bound fragment draw to above the bad recycling box simultaneously It decontrols, falls into the bad recycling box and recycled.
Further, described control unit is programmable logic controller (PLC), and the programmable logic controller (PLC) connection is upper Bad data in the testing result is sent to the host computer and saved by machine, to carry out later period retrospect.
It can be seen from the above technical proposal that the present invention is by installing First look detection module and the second vision-based detection mould additional Block can accurately and effectively detect the bad problem of diaphragm, greatly reduce or even prevent because bad diaphragm flows down and caused by Quality problem, thus improve product quality;Meanwhile the bad diaphragm in part can be with recycling and reusing, to substantially increase The utilization rate of diaphragm.
Specific embodiment
Specific embodiments of the present invention will be described in further detail below.
The present invention can be applicable to industrial filter core manufacturing, provide a kind of diaphragm supplied materials quality vision detection system.System Can include: First look detection module and the second vision-based detection module, manipulator, cutting mechanism, several systems such as control unit Chief component.Wherein, First look detection module and the second vision-based detection module, manipulator, cutting mechanism respectively with Control unit is attached, and by the control of control unit.
First look detection module and the second vision-based detection module are set side by side in the production line by front-rear direction, and are located at The top of diaphragm supplied materials in unreeling.First look detection module and the second vision-based detection module are used in the length of setting, The detection that advancing diaphragm supplied materials surface segment carries out bad item is drawn by manipulator on production line, i.e., to diaphragm supplied materials Carry out one section of one section of ground segmentation detection.
Also, First look detection module and the second vision-based detection module be after for every section of membrane-bound fragment detection, by its two The testing result synchronism output of person is to control unit, and by control unit, further to the membrane-bound fragment, whether qualification is judged.
The detection project of both First look detection module and the second vision-based detection module is entirely different.Wherein, no Good project may include light transmission, color spot, coating missing, coating stripping, coating foaming, and diaphragm has folding line etc. bad.
It can be carried out by detection project of the control unit to both First look detection module and the second vision-based detection module Division of labor setting, keeps the detection project of the two entirely different.
First look detection module and the second vision-based detection module can be used line and sweep camera, can be by progressive scan mode to film It is exhaustively detected on piece supplied materials surface.Two lines sweep camera and are separately connected control unit.It is detected that each line sweeps camera Bad classification (project) is different.
In the settable camera light source in the top of diaphragm supplied materials, to enhance shooting effect.Camera light source connects control unit.
Manipulator advances for drawing diaphragm supplied materials, and is to use to carry out diaphragm supplied materials in the length of setting The batch process of step traction.Servo manipulator can be used in manipulator, and servo manipulator connects control unit.I.e. in servo Tool hand is scanned detection when drawing diaphragm supplied materials.
Cutting mechanism is used for the unqualified membrane-bound fragment and its connected leading portion membrane-bound fragment that will test out from diaphragm supplied materials It is cut off from diaphragm supplied materials.
Cutting mechanism can be equipped with rectilinearly-movable cutter.
Bad recycling box, the unqualified membrane-bound fragment for cutting down to cutter can be equipped under the correspondence of cutting mechanism And its connected leading portion membrane-bound fragment is collected recycling.In this way, part diaphragm therein can also by recycling and reusing, thus It is greatly improved the utilization rate of diaphragm.
Control unit is used to sweep the testing result of camera according to two lines, judges whether each membrane-bound fragment is qualified.Wherein, when two When a line sweeps camera and all do not detect bad to certain membrane-bound fragment, membrane-bound fragment qualification is judged, and manipulator is instructed to continue to film Piece supplied materials is drawn, until instruction cutting mechanism is cut from diaphragm supplied materials when all membrane-bound fragments in setting length are all qualified Except the qualified diaphragm for meeting setting length.Otherwise, judge that the membrane-bound fragment is unqualified, and instruct cutting mechanism by the unqualified diaphragm Section and its connected leading portion qualification membrane-bound fragment are cut off from diaphragm supplied materials.
Programmable logic controller (PLC) (PLC) can be used in control unit.Programmable logic controller (PLC) can further connect upper Machine.Host computer is for saving bad (unqualified) data in testing result.
A kind of diaphragm quality visible detection method of the invention is described in detail below.
Above-mentioned diaphragm supplied materials quality vision-based detection system can be used in a kind of diaphragm quality visible detection method of the invention System.Detection method can include:
Advance firstly, drawing diaphragm by servo manipulator.Wherein, for the diaphragm of different size length, in setting In length, step traction is carried out to the diaphragm supplied materials in unreeling by servo manipulator.
When diaphragm, which advances to two lines, to be swept below camera, PLC control opens two lines and sweeps camera, grows to setting in advance Each membrane-bound fragment in degree carries out the segmentation detection of disparity items, and when servo manipulator stops traction by setting, two lines sweep phase Machine after sensing, will be sent to PLC for the testing result of each membrane-bound fragment.
Wherein, when First look detection module and the second vision-based detection module certain membrane-bound fragment is not all detected it is bad When, membrane-bound fragment qualification is judged, and manipulator is instructed to continue to continue to draw to diaphragm supplied materials, until the institute in setting length Have membrane-bound fragment it is all qualified when.
Then, instruction cutting mechanism cuts off the qualified diaphragm for meeting setting length from diaphragm supplied materials.
Otherwise, if as long as First look detection module and the second vision-based detection module wherein have one to examine certain membrane-bound fragment It when measuring bad, is judged as that the membrane-bound fragment is unqualified, and instructs cutting mechanism by the unqualified membrane-bound fragment and its connected leading portion Qualified membrane-bound fragment (if there is) is cut off from diaphragm supplied materials.
Then, PLC instructs servo manipulator to be put into unqualified membrane-bound fragment and its connected leading portion qualification membrane-bound fragment accordingly Bad recycling box in recycled.
Meanwhile PLC can will test for example bad classification of the bad data in result, bad overall size and bad diaphragm The length of section and the area or length of negative characteristics are sent to host computer, and host computer database can be carried out and be kept records of, convenient Later period retrospect.
For example, diaphragm supplied materials is all an entire volume, an entire volume diameter about 600mm.Need us the film of this entire volume now According to the different model of industrial membrane, it is divided into and (being cut into) the different diaphragm one by one of different size length.In the process divided In, it can use line and sweep camera to detect.If it find that having bad, it is necessary to which carton (bad recycling box), later period are put in excision into Part is bad to be recycled.
In order to avoid diaphragm waste, diaphragm we generally can be divided into several sections to carry out manipulator traction.The mistake of traction Cheng Zhong triggers two cameras while detecting.A specific diaphragm needs in a few paragraphs, can be according to the model membrane component of institute's operation Length determines that diaphragm is longer, the number of segment being divided into is more, and the number of servo manipulator traction detection is more.
For example, the length of certain model membrane component diaphragm is 1800mm, we be divided into it 3 sections so long, and every section is about 600mm.Servo manipulator can so be set and draw 600mm every time.
If when two phase this section of diaphragms of machine testing, wherein there have a camera or two cameras to have been found that be bad, then It is defective products that this section of diaphragm, which is just determined,.It can at this time be drawn by cutting mechanism direct shearing, after shearing by manipulator bad Diaphragm returns, and puts into bad recycling box.Then, manipulator draws the supplied materials of next section of 600mm again from sheared edge again.
, whereas if two camera testing results are all bad without finding, then this 600mm diaphragm is exactly qualified.This When manipulator it is previous drawn 600mm supplied materials on the basis of, be further continued for traction 600mm, while triggering phase machine testing.If this Secondary testing result is underproof, then this total 1200mm drawn twice just needs direct shearing, and is placed it into bad In recycling box, and from the beginning (since the initial position of a diaphragm) continue to draw.
Certainly, if the 600mm phase machine testing of second traction be it is qualified, manipulator is just in former 1200mm base On plinth, continue to draw third section 600mm, and at the same time triggering phase machine testing.If camera testing result is qualified, this is 3 times The correct length that total 1800mm is exactly a diaphragm is drawn, and all qualified.At this point, cutter is equally cut off, then this 1800mm qualification diaphragm flows away toward subsequent processing.
Then, manipulator returns to cutter, re-starts the traction detection of next bout.
In above-mentioned traction three times, if that 600mm of last (third time) traction be detected as it is bad, no matter before 1200mm is non-defective unit, require excision put into bad recycling box (diaphragm portion of bad recycling box can be used for other compared with The diaphragm of short length will not waste), the whole diaphragm of only complete 1800mm is only qualified product, can be toward subsequent processing stream It walks.
The different bad classification of phase machine testing is swept using two lines in the present invention, ensure that the accuracy of phase machine testing.Often It opens diaphragm and needs manipulator traction several times, that is, phase machine testing is several times.Can have in this way with accurate judgement which section diaphragm it is bad, just Can being put into bad recycling box after this section of bad cutting, avoid one whole diaphragm because have some it is slight bad and by whole It cuts away.One diaphragm detects several times (section), effectively prevents the diaphragm for waste sheet because small bad.
In conclusion the present invention sweeps camera by installing two lines additional, the bad problem of diaphragm can be accurately and effectively detected, greatly It is big reduce even prevent because bad diaphragm flows down and caused by quality problem, thus improve product quality;Meanwhile part Bad diaphragm can be with recycling and reusing, to substantially increase the utilization rate of diaphragm.
Above is merely a preferred embodiment of the present invention, the scope of patent protection that embodiment is not intended to limit the invention, Therefore all to change with equivalent structure made by description of the invention, it similarly should be included in protection model of the invention In enclosing.

Claims (10)

1. a kind of diaphragm supplied materials quality vision detection system characterized by comprising
First look detection module and the second vision-based detection module, are set side by side in the production line, and be located at by front-rear direction The top of diaphragm supplied materials in unreeling, for being detected to the advancing diaphragm supplied materials segmentation in the length of setting, And synchronism output is directed to the testing result of each membrane-bound fragment;Wherein, the First look detection module and the second vision-based detection module The detection project of the two is different;
Manipulator, for carrying out step traction to the diaphragm supplied materials;
Cutting mechanism comes for cutting off the qualified diaphragm for meeting setting length from the diaphragm supplied materials, and from the diaphragm Unqualified membrane-bound fragment is cut off on material;
Control unit judges whether each membrane-bound fragment is qualified according to the testing result;Wherein, when the First look detects When module and the second vision-based detection module all do not detect bad to certain membrane-bound fragment, membrane-bound fragment qualification is judged, and instruct institute It states manipulator to continue to draw the diaphragm supplied materials, until instructing institute when all membrane-bound fragments in setting length are all qualified State cutting mechanism cut off from the diaphragm supplied materials meet setting length qualified diaphragm otherwise judge that the membrane-bound fragment is unqualified, And the cutting mechanism is instructed to cut the unqualified membrane-bound fragment and its connected leading portion qualification membrane-bound fragment from the diaphragm supplied materials It removes.
2. diaphragm supplied materials quality vision detection system according to claim 1, which is characterized in that the First look detection Module and the second vision-based detection module are that line sweeps camera, and the line sweeps camera connection described control unit.
3. diaphragm supplied materials quality vision detection system according to claim 2, which is characterized in that the diaphragm supplied materials it is upper Side is additionally provided with camera light source, and the camera light source connects described control unit.
4. diaphragm supplied materials quality vision detection system according to claim 1, which is characterized in that the manipulator is servo Manipulator, the servo manipulator connect described control unit.
5. diaphragm supplied materials quality vision detection system according to claim 1, which is characterized in that the cutting mechanism is equipped with Rectilinearly-movable cutter.
6. diaphragm supplied materials quality vision detection system according to claim 5, which is characterized in that pair of the cutting mechanism Lower section is answered to be equipped with bad recycling box, described control unit instructs the manipulator to draw the unqualified membrane-bound fragment after excision to institute It states above bad recycling box and decontrols, fall into unqualified membrane-bound fragment in the bad recycling box.
7. -6 any diaphragm supplied materials quality vision detection system according to claim 1, which is characterized in that the control is single Member is programmable logic controller (PLC), and the programmable logic controller (PLC) connects host computer, and the host computer is used for the detection As a result the bad data in is saved.
8. a kind of diaphragm quality visible detection method uses any diaphragm supplied materials quality vision-based detection of claim 1-5 System characterized by comprising
In the length of setting, step traction is carried out to the diaphragm supplied materials in unreeling by manipulator;
First look detection module and the second vision-based detection module are opened, each membrane-bound fragment set in length in advance is carried out not Segmentation with project detects, and will be sent to control unit for the testing result of each membrane-bound fragment;
Judge whether each membrane-bound fragment is qualified by control unit;Wherein, when the First look detection module and the second vision are examined When survey module does not all detect bad to certain membrane-bound fragment, membrane-bound fragment qualification is judged, and the manipulator is instructed to continue to institute It states diaphragm supplied materials to be drawn, until when all membrane-bound fragments in setting length are all qualified, instructs the cutting mechanism from described Otherwise the qualified diaphragm that excision meets setting length on diaphragm supplied materials judges that the membrane-bound fragment is unqualified, and instruct the cutting machine Structure cuts off the unqualified membrane-bound fragment and its connected leading portion qualification membrane-bound fragment from the diaphragm supplied materials.
9. diaphragm quality visible detection method according to claim 8, which is characterized in that under the correspondence of the cutting mechanism Side be equipped with bad recycling box, described control unit instruct the manipulator by after excision unqualified membrane-bound fragment and its it is connected before Duan Hege membrane-bound fragment draws to the bad recycling box top and decontrols, and falls into the bad recycling box and is recycled.
10. diaphragm quality visible detection method according to claim 8, which is characterized in that described control unit is that can compile Journey logic controller, the programmable logic controller (PLC) connect host computer, the bad data in the testing result are sent to The host computer is saved, to carry out later period retrospect.
CN201910482521.8A 2019-06-04 2019-06-04 Visual detection system and detection method for quality of supplied materials of diaphragms Active CN110174405B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201910482521.8A CN110174405B (en) 2019-06-04 2019-06-04 Visual detection system and detection method for quality of supplied materials of diaphragms

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201910482521.8A CN110174405B (en) 2019-06-04 2019-06-04 Visual detection system and detection method for quality of supplied materials of diaphragms

Publications (2)

Publication Number Publication Date
CN110174405A true CN110174405A (en) 2019-08-27
CN110174405B CN110174405B (en) 2020-11-27

Family

ID=67697860

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201910482521.8A Active CN110174405B (en) 2019-06-04 2019-06-04 Visual detection system and detection method for quality of supplied materials of diaphragms

Country Status (1)

Country Link
CN (1) CN110174405B (en)

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5870203A (en) * 1996-03-15 1999-02-09 Sony Corporation Adaptive lighting control apparatus for illuminating a variable-speed web for inspection
CN101526484A (en) * 2009-04-13 2009-09-09 江南大学 Bearing defect detecting technique based on embedded-type machine vision
CN103245671A (en) * 2013-05-09 2013-08-14 深圳先进技术研究院 Surface defect detection device and method for stamping piece
CN103743748A (en) * 2013-12-31 2014-04-23 江苏大学 Rapid and low-cost machine vision online detection system
CN205301196U (en) * 2015-12-31 2016-06-08 常州亿晶光电科技有限公司 Cracked detection mechanism of vision type solar cell panel
CN107344173A (en) * 2016-05-06 2017-11-14 中信国安盟固利动力科技有限公司 A kind of electrodes of lithium-ion batteries defect detecting system and its detection method
CN109570045A (en) * 2018-12-24 2019-04-05 欣辰卓锐(苏州)智能装备有限公司 A kind of board quality visual detection equipment

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5870203A (en) * 1996-03-15 1999-02-09 Sony Corporation Adaptive lighting control apparatus for illuminating a variable-speed web for inspection
CN101526484A (en) * 2009-04-13 2009-09-09 江南大学 Bearing defect detecting technique based on embedded-type machine vision
CN103245671A (en) * 2013-05-09 2013-08-14 深圳先进技术研究院 Surface defect detection device and method for stamping piece
CN103743748A (en) * 2013-12-31 2014-04-23 江苏大学 Rapid and low-cost machine vision online detection system
CN205301196U (en) * 2015-12-31 2016-06-08 常州亿晶光电科技有限公司 Cracked detection mechanism of vision type solar cell panel
CN107344173A (en) * 2016-05-06 2017-11-14 中信国安盟固利动力科技有限公司 A kind of electrodes of lithium-ion batteries defect detecting system and its detection method
CN109570045A (en) * 2018-12-24 2019-04-05 欣辰卓锐(苏州)智能装备有限公司 A kind of board quality visual detection equipment

Also Published As

Publication number Publication date
CN110174405B (en) 2020-11-27

Similar Documents

Publication Publication Date Title
CN104614379B (en) A kind of detecting system and method for plate surface defect
JP2653729B2 (en) Method and apparatus for inspecting printing and cutting quality of a sheet-like processed product
CN113386459B (en) Inspection by defect classification
CN111097717B (en) Self-adaptive waste rejecting control method and system for machine vision quality detection equipment
CN113977669B (en) Automatic machine vision sheet defect eliminating method
CN109625460A (en) A kind of raw tobacco material quality in-service monitoring device and its monitoring method
CN115201208B (en) Method and device for detecting online flaws of planar package
CN112150439A (en) Automatic sorting equipment and sorting method for injection molding parts
KR101177645B1 (en) Apparatus and Method for Detecting Coordinate of Unit
CN205185554U (en) Processing processing system of quality control machine
KR20060024768A (en) Method and system for monitoring a packaging process or filling process
CN114750510A (en) Defect marking and automatic removing method, system, equipment and medium
CN104931505A (en) Machine visual surface detection system
CN111368818A (en) Food bag detection system and method based on machine vision and food packaging system
CN110174405A (en) Diaphragm supplied materials quality vision detection system and detection method
US20220284699A1 (en) System and method of object detection using ai deep learning models
CN107796823B (en) Cigarette packaging machine label paper appearance quality detecting system
CN109828545B (en) AI intelligent process anomaly identification closed-loop control method, host and equipment system
CN217165388U (en) Unqualified glove classifying screen device
CN105353728A (en) System and method of quality detection of products on the basis of shielding environment
CN115805397A (en) Photovoltaic module battery piece welding detecting system
CN108749301A (en) A kind of die-cutting machine on-line checking elimination method
JPH05298513A (en) Detection of impermissible deviation of process parameter
CN105021622A (en) Welding rod quality detection system
CN113935994B (en) Die cutting material defect checking method, device and system based on cloud data sharing

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
CB02 Change of applicant information
CB02 Change of applicant information

Address after: 200233 room 1101, building 2, No. 188, Yizhou Road, Xuhui District, Shanghai

Applicant after: SHANGHAI FORESIGHT ROBOTICS Co.,Ltd.

Address before: Room 305-308, Kaike International Building, Area A, 1801 Hongmei Road, Xuhui District, Shanghai, 2003

Applicant before: SHANGHAI FORESIGHT ROBOTICS Co.,Ltd.

GR01 Patent grant
GR01 Patent grant
CP03 Change of name, title or address
CP03 Change of name, title or address

Address after: 201702 Building 2, No. 338, Jiuye Road, Qingpu District, Shanghai

Patentee after: Shanghai Forsyte Robot Co.,Ltd.

Address before: Room 1101, building 2, 188 Yizhou Road, Xuhui District, Shanghai

Patentee before: SHANGHAI FORESIGHT ROBOTICS Co.,Ltd.