CN113393573A - Glove intelligent production line quality detection system based on cloud platform - Google Patents
Glove intelligent production line quality detection system based on cloud platform Download PDFInfo
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- CN113393573A CN113393573A CN202110680461.8A CN202110680461A CN113393573A CN 113393573 A CN113393573 A CN 113393573A CN 202110680461 A CN202110680461 A CN 202110680461A CN 113393573 A CN113393573 A CN 113393573A
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- 238000001514 detection method Methods 0.000 title claims abstract description 29
- 238000004519 manufacturing process Methods 0.000 title claims abstract description 21
- 230000002950 deficient Effects 0.000 claims description 20
- 230000000007 visual effect Effects 0.000 claims description 20
- 238000000926 separation method Methods 0.000 claims description 6
- 238000012372 quality testing Methods 0.000 claims 1
- 238000009958 sewing Methods 0.000 description 3
- 238000010586 diagram Methods 0.000 description 2
- 238000009940 knitting Methods 0.000 description 2
- 230000000844 anti-bacterial effect Effects 0.000 description 1
- 239000011324 bead Substances 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000005034 decoration Methods 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 238000007598 dipping method Methods 0.000 description 1
- 229920001971 elastomer Polymers 0.000 description 1
- 239000004744 fabric Substances 0.000 description 1
- 239000000835 fiber Substances 0.000 description 1
- 238000009963 fulling Methods 0.000 description 1
- 238000009998 heat setting Methods 0.000 description 1
- 239000004033 plastic Substances 0.000 description 1
- 238000004321 preservation Methods 0.000 description 1
- 239000005060 rubber Substances 0.000 description 1
- 239000007787 solid Substances 0.000 description 1
- 239000004753 textile Substances 0.000 description 1
- 238000010792 warming Methods 0.000 description 1
- 239000002759 woven fabric Substances 0.000 description 1
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T17/00—Three dimensional [3D] modelling, e.g. data description of 3D objects
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/04—Manufacturing
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/0002—Inspection of images, e.g. flaw detection
- G06T7/0004—Industrial image inspection
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30168—Image quality inspection
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/30—Computing systems specially adapted for manufacturing
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- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Business, Economics & Management (AREA)
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- Primary Health Care (AREA)
- Strategic Management (AREA)
- General Health & Medical Sciences (AREA)
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- Manufacturing & Machinery (AREA)
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- Quality & Reliability (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Gloves (AREA)
Abstract
The invention discloses a glove intelligent production line quality detection system based on a cloud platform, which comprises the cloud platform, an initial model uploading module, a computer, a product scanning module, a warning module, a resetting module and a separating module, wherein the product scanning module is arranged on a conveying belt through bolts and is connected with the computer through a signal line, the computer is respectively connected with the warning module and the separating module through signal lines, and the computer is connected with the cloud platform through a wireless network. The invention utilizes the multi-angle 3D vision scanner to scan the gloves on the conveyor belt, builds the 3D model, truly carves the detection products from multiple aspects such as appearance structure, color and the like on the premise of ensuring the production speed, and carries out contrast detection on the products, thereby reducing the labor amount, reducing the labor intensity, improving the detection efficiency, and simultaneously recording the appearance of inferior-quality products and improving the accuracy of the detection result by fusing the appearance of good products and the initial model.
Description
Technical Field
The invention relates to the technical field of glove production, in particular to a quality detection system of an intelligent glove production line based on a cloud platform.
Background
The gloves are hand warming or labor protecting articles and also for decoration, the gloves are special articles, the production of the gloves is not practical at first, only in recent generations, the gloves become necessary articles for heat preservation in cold areas, or medical antibacterial and industrial protecting articles, the gloves are divided into sewing, knitting, gum dipping and the like according to the production method, the gloves are made by cutting various leathers, rubbers, knitted fabrics or woven fabrics, the knitted gloves are made by using various textile fiber pure or blended yarns, knitting is carried out on a glove machine, sewing processing is carried out, such as filling, rib, sewing finger tips, finger forks and the like, and then napping, shrinking and heat setting are carried out to obtain products, the tissues of the knitted gloves comprise plain needles, ribs, tucking, leno and the like, and the labor protecting gloves are required to be thicker and more solid, and some gloves are coated with plastic on the surface to improve wear resistance, and the like, The decorative gloves are required to be beautiful in anti-skid and waterproof performance, and are mostly processed by embroidery, bead nailing and other arts.
Due to the characteristics of small batch and multiple batches in the glove production industry, the appearance defect detection of products is mainly realized manually at present, the labor amount is large, the requirement on the experience of detection personnel is high, meanwhile, the human eyes are easy to fatigue in long-time visual detection, and the problems of low detection efficiency, high error rate, high detection result subjectivity and the like can be caused.
Disclosure of Invention
Based on the technical problems in the background art, the invention provides a glove intelligent production line quality detection system based on a cloud platform.
The invention provides a cloud platform-based glove intelligent production line quality detection system which comprises a cloud platform, an initial model uploading module, a computer, a product scanning module, a warning module, a resetting module and a separating module, wherein the product scanning module is installed on a conveyor belt through bolts and is connected with the computer through a signal line, the computer is respectively connected with the warning module and the separating module through signal lines, the computer is connected with the cloud platform through a wireless network, and the resetting module is connected with the warning module through a signal line.
Preferably, the initial model uploading module is used for modeling the initial appearance and the hot stamping appearance of the glove by using 3D modeling software and uploading the initial appearance and the hot stamping appearance to a cloud platform through a computer.
Preferably, the product scanning module is a 3D visual scanner, the gloves on the conveyor belt are scanned in multiple angles through the 3D visual scanner, the scanned results are subjected to 3D modeling in a computer, the color, the appearance and the hot stamping quality of a new 3D model are compared with the color, the appearance and the hot stamping quality of an initial model, and defective gloves and non-defective gloves are distinguished.
Preferably, the warning module is an audible and visual alarm, when the computer compares the defective products, the computer transmits a signal to the audible and visual alarm, the audible and visual alarm gives out an alarm and flashes red light, and the reset module is used for resetting the audible and visual alarm.
Preferably, the separation module is a mechanical arm for gripping the defective glove off the conveyor belt.
Preferably, the computer records the appearance of the defective gloves and uploads the recorded glove appearance to the cloud platform, the appearance of the non-defective gloves is fused with the initial model, and the fused glove appearance is uploaded to the cloud platform, so that the comparison quality of the computer is improved.
The invention has the beneficial effects that:
the invention utilizes the multi-angle 3D vision scanner to scan the gloves on the conveyor belt, builds the 3D model, truly carves the detection products from multiple aspects such as appearance structure, color and the like on the premise of ensuring the production speed, and carries out contrast detection on the products, thereby reducing the labor amount, reducing the labor intensity, improving the detection efficiency, and simultaneously recording the appearance of inferior-quality products and improving the accuracy of the detection result by fusing the appearance of good products and the initial model.
Drawings
FIG. 1 is a schematic system structure diagram of a glove intelligent production line quality detection system based on a cloud platform according to the present invention;
fig. 2 is a schematic flow structure diagram of the glove intelligent production line quality detection system based on the cloud platform.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments.
Referring to fig. 1-2, a glove intelligent production line quality detection system based on a cloud platform comprises a cloud platform, an initial model uploading module, a computer, a product scanning module, a warning module, a resetting module and a separating module, wherein the product scanning module is installed on a conveyor belt through bolts and is connected with the computer through signal lines, the initial model uploading module is used for modeling the initial appearance and the hot stamping appearance of a glove by using 3D modeling software and uploading the glove to the cloud platform through the computer, the product scanning module is a 3D visual scanner, the glove on the conveyor belt is scanned at multiple angles through the 3D visual scanner, the scanned result is subjected to 3D modeling in the computer, and the color, the appearance and the hot stamping quality of a new 3D model are compared with the color, the appearance and the hot stamping quality of the initial model, defective gloves and non-defective gloves are distinguished, so that the number of workers is reduced, the labor intensity is reduced, and the detection efficiency is improved;
the computer is respectively connected with the warning module and the separation module through signal wires, the computer is connected with the cloud platform through a wireless network, the reset module is connected with the warning module through a signal wire, the warning module is an audible and visual alarm, when a computer compares defective goods, the computer transmits the signal to the audible and visual alarm, the audible and visual alarm gives out alarm sound and flashes red light, the reset module is used for resetting the audible and visual alarm, the separation module is a mechanical arm, the computer is used for clamping defective gloves out of the conveyor belt, recording the appearance of the defective gloves, and uploading to a cloud platform, fusing the appearance of the good glove with the initial model, and uploading to the cloud platform to improve the contrast quality of the computer, the good product appearance and the initial model are fused, the appearance of the defective product is recorded, and the accuracy of the detection result is improved.
Uploading an initial model of gloves to a computer, uploading the initial model to a cloud platform by the computer, scanning the gloves on a conveyor belt by a multi-angle 3D vision scanner, building a 3D model, comparing and detecting the model with the initial model, controlling an audible and visual alarm by the computer to give an alarm when defective products occur, clamping the defective products out of the conveyor belt by a mechanical arm, uploading the appearance of the gloves with the defective products to the cloud platform by the computer, recording the appearance of the gloves with good products by the computer, fusing the gloves with the initial model, and uploading the model to the cloud platform.
The above description is only for the preferred embodiment of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art should be considered to be within the technical scope of the present invention, and the technical solutions and the inventive concepts thereof according to the present invention should be equivalent or changed within the scope of the present invention.
Claims (6)
1. The utility model provides a gloves intelligence production line quality testing system based on cloud platform, its characterized in that, uploads module, computer, product scanning module, warning module, module and separation module including cloud platform, initial model, product scanning module passes through the bolt and installs on the conveyer belt, and product scanning module passing signal line is connected with the computer, the computer passes through the signal line respectively and is connected with warning module and separation module, the computer passes through wireless network and is connected with the cloud platform, the module passing signal line that resets is connected with warning module.
2. The cloud platform-based glove intelligent production line quality detection system as claimed in claim 1, wherein the initial model uploading module is configured to model an initial appearance and a hot stamping appearance of the glove by using 3D modeling software, and upload the initial appearance and the hot stamping appearance to the cloud platform through a computer.
3. The cloud platform-based glove intelligent production line quality detection system as claimed in claim 1, wherein the product scanning module is a 3D visual scanner, the 3D visual scanner scans the gloves on the conveyor belt in multiple angles, the scanned results are subjected to 3D modeling in a computer, the color, appearance and hot stamping quality of the new 3D model are compared with the color, appearance and hot stamping quality of the initial model, and defective gloves and non-defective gloves are distinguished.
4. The cloud platform based glove intelligent production line quality detection system as claimed in claim 1, wherein the warning module is an audible and visual alarm, when the computer compares a defective product, the computer transmits a signal to the audible and visual alarm, the audible and visual alarm gives an alarm and flashes red light, and the reset module is used for resetting the audible and visual alarm.
5. The cloud platform-based glove intelligent production line quality detection system as claimed in claim 1, wherein the separation module is a mechanical arm for gripping defective gloves out of the conveyor belt.
6. The cloud platform-based glove intelligent production line quality detection system according to claim 1, wherein the computer records the appearance of defective gloves and uploads the recorded appearance to the cloud platform, and the appearance of good gloves is fused with the initial model and uploaded to the cloud platform, so that the comparison quality of the computer is improved.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110680461.8A CN113393573A (en) | 2021-06-18 | 2021-06-18 | Glove intelligent production line quality detection system based on cloud platform |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110680461.8A CN113393573A (en) | 2021-06-18 | 2021-06-18 | Glove intelligent production line quality detection system based on cloud platform |
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| Publication Number | Publication Date |
|---|---|
| CN113393573A true CN113393573A (en) | 2021-09-14 |
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| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202110680461.8A Pending CN113393573A (en) | 2021-06-18 | 2021-06-18 | Glove intelligent production line quality detection system based on cloud platform |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2023197918A1 (en) * | 2022-04-12 | 2023-10-19 | 山东瑞邦智能装备股份有限公司 | Glove sorting apparatus and method based on visual inspection |
-
2021
- 2021-06-18 CN CN202110680461.8A patent/CN113393573A/en active Pending
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2023197918A1 (en) * | 2022-04-12 | 2023-10-19 | 山东瑞邦智能装备股份有限公司 | Glove sorting apparatus and method based on visual inspection |
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