CN102967606A - Textile machine fabric defect visual inspection system - Google Patents
Textile machine fabric defect visual inspection system Download PDFInfo
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- CN102967606A CN102967606A CN2012104319623A CN201210431962A CN102967606A CN 102967606 A CN102967606 A CN 102967606A CN 2012104319623 A CN2012104319623 A CN 2012104319623A CN 201210431962 A CN201210431962 A CN 201210431962A CN 102967606 A CN102967606 A CN 102967606A
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Abstract
The invention provides a textile machine fabric defect visual inspection system which comprises a visual cloth inspection system, a host processing system, a human-machine interaction handheld terminal, a human-machine interface display device, a machine visual light source system, a warning light, a remote monitoring device and a textile machine electric cabinet, wherein the host processing system is connected with the visual cloth inspection system, the human-machine interaction handheld terminal, the human-machine interface display device, the machine visual light source system, the warning light, the remote monitoring device and the textile machine electric cabinet respectively; the visual cloth inspection system and the machine visual light source system are both arranged above fabric; the remote monitoring device is used for performing remote monitoring and management on the state of the fabric and the working state of the textile machine; and the human-machine interaction handheld terminal is electrically connected with the textile machine. The system provided by the invention realizes high defect detection rate, and can detect and process the defects on the fabric in time, reduce the labor strength and labor cost of workers and improve the product quality of the fabric.
Description
Technical field
The present invention relates to a kind of vision detection system, be particularly related to a kind of weaving loom fabric defects vision detection system, it mainly is suitable for the quality defects defects detection that Weaving device has the fabric faces such as tricot machine, air-jet loom, loom, large circle machine, arrow shaft loom, belongs to the real-time online checkout equipment.
Background technology
In Modern Textile Industry, the automatic detection that replaces human eye to carry out fabric defects with advanced person's detection technique can improve detection efficiency, reduce the labour, reduce labour intensity and further improve the quality of fabric.But in China, fabric detects most of or is finished by the artificial vision, and in testing process, there is deviation in human eye vision, and fidelity factor is lower and testing result is unstable, and these are all inharmonious with large-scale industrial production.In weaving is produced, if there are lines to break, if not in time discovery of workman will be produced some substandard products cloth, cause the waste of material and the energy.If after finding flaw, stop immediately behind the installing fabric flaw vision detection system producing, can reduce the waste of material.
The detection means of this field application mainly detects with Manual Visual Inspection and the campaign-styled equipment of mechanical reciprocating at present.The machine movement formula detects the main motor that uses, and a slide rail is fixed a sensor made from photoresistance at slide rail, in the fabric face detection that moves reciprocatingly.The groundwork principle is the quality that the difference of utilizing photoresistance to pick up the cloth cover intensity of light reflection is judged cloth cover, and the fabric face intensity of light reflection is more or less the same when fabric is normal, but when producing flaw photosensitive resistance detection to reflection strength have slight variation.If cloth cover has irregular pattern or netted cloth cover, the cloth cover that transmittance is very high, the existing technology of very thick cloth cover just can't be picked up, this equipment is only applicable to that those are very thin and the fabric of certain density arranged, because the signal pickup assembly that it adopts is not Real-time Collection, so the cloth cover texture of complexity is not had whole judgement, it can only be judged certain point, the signal sensitivity dynamic range is also very little, so it can't pick up the subtle change of fabric face.This cover system is owing to the existence of motor in addition, and power consumption is higher also to be inevitable.Because the volume of weaving loom is very large, weaves the cloth breadth very wide, general breadth width is that 3-7 rice is wide, and braiding speed is also than comparatively fast.So there are the following problems for such scheme:
(1) so flaw can not be in time found in non real-time detection, this is because the surface area of fabric is very large, causes flaw long excessive;
(2) known detection mode belongs to the detection of mechanical motion formula, so poor reliability;
(3) the suitable fabrics kind is few;
(4) power consumption is large;
(5) failure rate is high;
(6) be that collection signal is carried out in photoresistance owing to what adopt, so insufficient sensitivity is high;
(7) owing to there is the mechanical part of large amount of complex to exist, so cause the higher accuracy requirement to machine parts of production cost also very high, be difficult for batch production;
(8) labour cost can be very high, and every weaving loom is wanted a worker management;
(9) the flaw recall rate is low, because Manual Visual Inspection works long hours, visual fatigue can occur, finally causes deterioration in quality.
So the textile exports amount of China descends year by year at present, its main cause is exactly that also there is a big difference because our textile is on quality with abroad, and labour cost is too high in addition also is the Main Bottleneck that export volume descends.Obviously above-mentioned traditional detection means is worthless, will be left behind by time, and what replace must be those high-tech detecting instrument equipment.
Summary of the invention
The present invention proposes a kind of weaving loom fabric defects vision detection system, solved that Defect Detection is untimely in the prior art, recall rate is low, the high in cost of production defective, the present invention is easy to use, the flaw recall rate is high, and can in real time the Defect Detection on the fabric out and in time be processed, reduce workman's labour intensity and labour cost, improved the product quality of fabric.
Technical scheme of the present invention is achieved in that
A kind of weaving loom fabric defects vision detection system, it comprises vision inspection distribution system, host process system, man-machine interaction handheld terminal, man-machine interface display device, machine vision light source system, warning lamp, long-distance monitorng device and weaving loom electric cabinet;
Described host process system comprises vision inspection distribution system signal processing module, man-machine interface communication signal processing module, handheld terminal communication signal processing module, fabric defects alerting signal output module and weaving loom reset signal processing module; And described host process system is electrically connected with described vision inspection distribution system, described man-machine interaction handheld terminal, described man-machine interface display device, described machine vision light source system, described warning lamp, described long-distance monitorng device and described weaving loom electric cabinet respectively;
Described vision inspection distribution system and described machine vision light source system all are arranged on the top of described fabric, and described machine vision light source system and described vision inspection distribution system are electrically connected, and described machine vision light source system and described man-machine interface display device are electrically connected;
Described long-distance monitorng device is used for the state of described fabric and the duty of described weaving loom are carried out remote monitoring and management;
Described host process system and described weaving loom are electrically connected.
Further, described vision inspection distribution system comprises host communication module, control signal module, fabric defects signal processing module, data cache module, sequential driver module, level switch module, analog-to-digital conversion module, image sensor module module, analog signal processing module and camera lens modules module; Described host communication module and described control signal module are electrically connected, described data cache module is electrically connected between described sequential driver module and the described control signal module, described sequential driver module is electrically connected with described level switch module, described analog-to-digital conversion module respectively, described level switch module is electrically connected on the described image sensor module module, described image sensor module module is electrically connected to described analog signal processing module, and described analog signal processing module and described analog-to-digital conversion module are electrically connected; Described camera lens modules module machinery is connected on the described image sensor module module.
Further, described machine vision inspection distribution system comprises the camera lens modules module, and described camera lens modules module comprises a plurality of communication modules.
Further, described communication module and described camera communication signal processing module are electrically connected.
Further, described long-distance monitorng device is computing machine.
Further, described man-machine interface display device is liquid crystal display or light-emitting diode display.
Further, described man-machine interface display device is provided with the man-machine interface communication module, and described man-machine interface communication module and described man-machine interface communication signal processing module are electrically connected.
Further, be provided with weaving loom reseting input signal processing module and weaving loom alarm output signal module in the described host process system, described weaving loom reseting input signal processing module and described weaving loom reset signal processing module are electrically connected, and described weaving loom alarm output signal module and described fabric defects alerting signal processing module are electrically connected.
Further, described weaving loom fabric defects vision detection system further comprises the angle adjustable support, and described weaving loom fabric defects vision detection system is installed in described fabric outgoing position by described angle adjustable support.
Weaving loom fabric defects vision detection system of the present invention is by being installed in the fabric output position of weaving loom, uninterruptedly fabric face is carried out all kinds of flaws and technological quality detection, it can detect the fabric defects point in real time, and send alarm signal, stop the weaving loom operation, in time the guiding workman processes current flaw, and can also effectively reduce labor strength and labor cost, calculate through practical application, labour cost can be fallen more than 4 times, each workman can manage a weaving loom during manual detection, the flaw identification equipment is installed after, each workman can manage 4-6 platform weaving loom, greatly reduce production cost, improve product quality, stop the loss that causes because of product defect, increased substantially the competitive power of product.
Description of drawings
In order to be illustrated more clearly in the embodiment of the invention or technical scheme of the prior art, the below will do to introduce simply to the accompanying drawing of required use in embodiment or the description of the Prior Art, apparently, accompanying drawing in the following describes only is some embodiments of the present invention, for those of ordinary skills, under the prerequisite of not paying creative work, can also obtain according to these accompanying drawings other accompanying drawing.
Fig. 1 is the structured flowchart of weaving loom fabric defects vision detection system of the present invention;
Fig. 2 is the synoptic diagram of weaving loom fabric defects vision detection system of the present invention work;
Fig. 3 is the schematic diagram of vision inspection distribution system of the present invention;
Fig. 4 is the schematic diagram of host process of the present invention system.
Label declaration
1 host computer system, 2 man-machine interaction handheld terminals
3 man-machine interface display device, 4 machine vision light source systems
5 long-distance monitorng devices, 6 weaving loom electric cabinets
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the invention, the technical scheme in the embodiment of the invention is clearly and completely described, obviously, described embodiment only is the present invention's part embodiment, rather than whole embodiment.Based on the embodiment among the present invention, those of ordinary skills belong to the scope of protection of the invention not making the every other embodiment that obtains under the creative work prerequisite.
Flaw refers to the greasy dirt of fabric face, improper texture, and cloth cover crack, the Density that causes changes because silk thread ruptures, hole, aberration, irregular projection and depression etc. all belong to flaw.
Referring to figs. 1 through Fig. 4, a kind of weaving loom fabric defects vision detection system (not shown), it comprises vision inspection distribution system (not shown), host process system 1, man-machine interaction handheld terminal 2, man-machine interface display device 3, machine vision light source system 4, warning lamp (not shown), long-distance monitorng device 5 and weaving loom electric cabinet 6; Described host process system 1 comprises vision inspection distribution system signal processing module (not shown), man-machine interface communication signal processing module, handheld terminal communication signal processing module, fabric defects alerting signal output module and weaving loom reset signal processing module; And described host process system 1 is electrically connected with described vision inspection distribution system, described man-machine interaction handheld terminal 2, described man-machine interface display device 3, described machine vision light source system 4, described warning lamp, described long-distance monitorng device 5 and described weaving loom electric cabinet 6 respectively; Described vision inspection distribution system and described machine vision light source system 4 all are arranged on the top of described fabric, and described machine vision light source system 4 is electrically connected with described vision inspection distribution system, and described machine vision light source system 4 is electrically connected with described man-machine interface display device 3; Described long-distance monitorng device 5 is used for the state of described fabric and the duty of described weaving loom are carried out remote monitoring and management; Described host process system 1 and described weaving loom are electrically connected.
Described visual light origin system is used for illumination and signals collecting, and it can be special light source, array light source, area array light source, a word light source, sphere shape light, square light source, led light source.Electricity-saving lamp light source, halogen light source, monochromatic source, three primary light source, infrared light sources, ultraviolet light source or X ray light source, the function that only need reach illumination and signals collecting gets final product.
The setting of described warning lamp, when described vision inspection distribution system feeds back to the host process system with fabrics cloth cover information, identification by the host process system, when if discovery information is flaw information, just can this flaw information be fed back to warning lamp by fabric defects alerting signal output module, so that weaving loom suspends, and warning lamp is bright and pipe, and keeps in repair to remind the workman.
Further, as shown in Figure 3, described vision inspection distribution system comprises host communication module, control signal module, fabric defects signal processing module, data cache module, sequential driver module, level switch module, analog-to-digital conversion module, image sensor module module, analog signal processing module and camera lens modules module; Described host communication module and described control signal module are electrically connected, described data cache module is electrically connected between described sequential driver module and the described control signal module, described sequential driver module is electrically connected with described level switch module, described analog-to-digital conversion module respectively, described level switch module is electrically connected on the described image sensor module module, described image sensor module module is electrically connected to described analog signal processing module, and described analog signal processing module and described analog-to-digital conversion module are electrically connected; Described camera lens modules module is electrically connected on the described image sensor module module.
Further, as shown in Figure 4, described machine vision inspection distribution system comprises camera lens modules module (not shown), and described camera lens modules module comprises a plurality of communication modules.Described communication module comprises the first communication module, the second communication module, the 3rd communication module, four-way news module, five-way news module, the 6th communication module, the 7th communication module and the 8th communication module, and these communication modules all mode by serial communication are electrically connected on the camera communication signal processing module of described host process system, certainly, the user is the electric connection mode of the communication module of other quantity of choice for use and other as required also, only need are realized the cloth surface information on the fabric after lens focus, are incident upon on the machine vision inspection distribution system to get final product.
Further, described communication module and described camera communication signal processing module are electrically connected.
Further, described long-distance monitorng device is computing machine.Described long-distance monitorng device is used for the fabric state of weaving loom is carried out Distant supervision and control, and the duty of many weaving looms of whole workshop is carried out unified coordination and administration.
Further, described man-machine interface display device is liquid crystal display or light-emitting diode display.Described man-machine interface has improved man-machine communication's ability, the flaw problem of convenient operation workman fast processing fabric face for relevant informations such as the flaw quantity that shows the weaving loom fabric face, flaw kind, flaw locations.
Further, described man-machine interface display device is provided with the man-machine interface communication module, and described man-machine interface communication module and described man-machine interface communication signal processing module are electrically connected.Described man-machine interface communication module is electrically connected on the described man-machine interface communication signal processing module by the mode of serial communication, and certainly, the user is other electric connection mode of choice for use as required also.
Further, be provided with weaving loom reseting input signal processing module and weaving loom alarm output signal module in the described host process system, described weaving loom reseting input signal processing module and described weaving loom reset signal processing module are electrically connected, and described weaving loom alarm output signal module and described fabric defects alerting signal processing module are electrically connected.
Further, described weaving loom fabric defects vision detection system further comprises angle adjustable support (not shown), and described weaving loom fabric defects vision detection system is installed in described fabric outgoing position by described angle adjustable support.The setting of described angle adjustable support makes things convenient for the user that the orientation of weaving loom fabric defects vision detection system and fabric is regulated, so that Defect Detection is more accurate.
As shown in Figure 4, the SOPC system of described host process system applies FPGA composition finishes the function of camera communication signal processing module, handheld terminal communication signal processing module, weaving loom alarm output signal module and weaving loom reset signal processing module; And the host process system finishes the control to whole machine vision inspection distribution system, and in real time its judged result is made corresponding processing; By the real-time display device operation conditions of man-machine interface display device; Connection man-machine interaction handheld terminal is finished the parameter setting to equipment; Carry out mutual communication with weaving loom, the functions such as operation that judge whether to carry out system reset He stop weaving loom.
Weaving loom fabric defects vision detection system of the present invention in use, as shown in Figure 2, the user only need utilize the angle adjustable support that machine vision is examined distribution system and be fixed on weaving loom fabric outgoing position, light source is fixed on directly over the weaving loom fabric outgoing position, light is refracted to again standard camera camera lens module module after being incident upon fabric face, after lens focus, be incident upon on the machine vision inspection distribution system, this information comprises normal cloth surface information and all kinds of flaw information, utilize image recognition technology to carry out feature extraction through machine vision inspection distribution system to live signal, after the comparison, result is sent to the host process system, finish control to whole machine vision inspection distribution system through the host process system, and in real time the result of its feedback is made corresponding final the processing.By the real-time display device operation conditions of LED display; The connection handheld terminal is finished the parameter setting to equipment.Carry out mutual communication with weaving loom, the functions such as operation that judge whether to carry out system reset He stop weaving loom.The host process system can be uploaded to judged result each time the remote monitoring computing machine, realizes the centralized management to the weaving loom fabric quality.Weaving loom fabric defects vision detection system of the present invention uninterruptedly fabric face is carried out all kinds of flaws and technological quality detects, it can detect the fabric defects point in real time, and by the warning lamp signal that gives the alarm, stop the weaving loom operation, in time the guiding workman processes current flaw, and can effectively reduce labor strength and labor cost, calculate through practical application, labour cost can be fallen more than 4 times, each workman can manage a weaving loom during manual detection, after the flaw identification equipment is installed, each workman can manage 4-6 platform weaving loom, greatly reduces production cost, improves product quality, stop the loss that causes because of product defect, increased substantially the competitive power of product.
The above only is preferred embodiment of the present invention, and is in order to limit the present invention, within the spirit and principles in the present invention not all, any modification of doing, is equal to replacement, improvement etc., all should be included within protection scope of the present invention.
Claims (9)
1. weaving loom fabric defects vision detection system, it is characterized in that, comprise vision inspection distribution system, host process system, man-machine interaction handheld terminal, man-machine interface display device, machine vision light source system, warning lamp, long-distance monitorng device and weaving loom electric cabinet;
Described host process system comprises vision inspection distribution system signal processing module, man-machine interface communication signal processing module, handheld terminal communication signal processing module, fabric defects alerting signal output module and weaving loom reset signal processing module; And described host process system is electrically connected with described vision inspection distribution system, described man-machine interaction handheld terminal, described man-machine interface display device, described machine vision light source system, described warning lamp, described long-distance monitorng device and described weaving loom electric cabinet respectively;
Described vision inspection distribution system and described machine vision light source system all are arranged on the top of described fabric, and described machine vision light source system and described vision inspection distribution system are electrically connected, and described machine vision light source system and described man-machine interface display device are electrically connected;
Described long-distance monitorng device is used for the state of described fabric and the duty of described weaving loom are carried out remote monitoring and management;
Described host process system and described weaving loom are electrically connected.
2. weaving loom fabric defects vision detection system as claimed in claim 1, it is characterized in that described vision inspection distribution system comprises host communication module, control signal module, fabric defects signal processing module, data cache module, sequential driver module, level switch module, analog-to-digital conversion module, image sensor module module, analog signal processing module and camera lens modules module; Described host communication module and described control signal module are electrically connected, described data cache module is electrically connected between described sequential driver module and the described control signal module, described sequential driver module respectively with described level switch module, described analog-to-digital conversion module is electrically connected, described level switch module is electrically connected on the described image sensor module module, described image sensor module module is electrically connected to described analog signal processing module, described analog signal processing module and described analog-to-digital conversion module are electrically connected, described analog-to-digital conversion module and described data cache module are electrically connected, and described camera lens modules module machinery is connected on the described image sensor module module.
3. weaving loom fabric defects vision detection system as claimed in claim 2 is characterized in that, described machine vision inspection distribution system comprises the camera lens modules module, and described camera lens modules module comprises a plurality of communication modules.
4. weaving loom fabric defects vision detection system as claimed in claim 3 is characterized in that, described communication module and described camera communication signal processing module are electrically connected.
5. weaving loom fabric defects vision detection system as claimed in claim 4 is characterized in that, described long-distance monitorng device is computing machine.
6. such as each described weaving loom fabric defects vision detection system among the claim 1-5, it is characterized in that described man-machine interface display device is liquid crystal display or light-emitting diode display.
7. weaving loom fabric defects vision detection system as claimed in claim 6, it is characterized in that, described man-machine interface display device is provided with the man-machine interface communication module, and described man-machine interface communication module and described man-machine interface communication signal processing module are electrically connected.
8. weaving loom fabric defects vision detection system as claimed in claim 7, it is characterized in that, be provided with weaving loom reseting input signal processing module and weaving loom alarm output signal module in the described weaving loom electric cabinet, described weaving loom reseting input signal processing module and described weaving loom reset signal processing module are electrically connected, and described weaving loom alarm output signal module and described fabric defects alerting signal processing module are electrically connected.
9. weaving loom fabric defects vision detection system as claimed in claim 8, it is characterized in that, described weaving loom fabric defects vision detection system further comprises the angle adjustable support, and described weaving loom fabric defects vision detection system is installed in described fabric outgoing position by described angle adjustable support.
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Publication number | Priority date | Publication date | Assignee | Title |
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Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN1624460A (en) * | 2004-12-20 | 2005-06-08 | 华中科技大学 | On-line datecting device for printed matter quality |
CN1930467A (en) * | 2004-03-05 | 2007-03-14 | 乌斯特技术股份公司 | Device for monitoring moving article orbit |
CN101059451A (en) * | 2007-05-15 | 2007-10-24 | 上海多路信息技术有限公司 | On-line flaw real-time detection system of printing machine based on machine vision |
US20090022391A1 (en) * | 2005-07-01 | 2009-01-22 | Abb Oy | Method and Product for Detecting Abnormalities |
-
2012
- 2012-11-02 CN CN201210431962.3A patent/CN102967606B/en active Active
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN1930467A (en) * | 2004-03-05 | 2007-03-14 | 乌斯特技术股份公司 | Device for monitoring moving article orbit |
CN1624460A (en) * | 2004-12-20 | 2005-06-08 | 华中科技大学 | On-line datecting device for printed matter quality |
US20090022391A1 (en) * | 2005-07-01 | 2009-01-22 | Abb Oy | Method and Product for Detecting Abnormalities |
CN101059451A (en) * | 2007-05-15 | 2007-10-24 | 上海多路信息技术有限公司 | On-line flaw real-time detection system of printing machine based on machine vision |
Non-Patent Citations (1)
Title |
---|
袁加全等: "《织布机上自动实时检测系统的研究》", 《烟台教育学院学报》 * |
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