CN105554079B - A kind of product quality remote handle detection method based on mobile terminal - Google Patents

A kind of product quality remote handle detection method based on mobile terminal Download PDF

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Publication number
CN105554079B
CN105554079B CN201510903175.8A CN201510903175A CN105554079B CN 105554079 B CN105554079 B CN 105554079B CN 201510903175 A CN201510903175 A CN 201510903175A CN 105554079 B CN105554079 B CN 105554079B
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China
Prior art keywords
product
mobile terminal
server
quality
product quality
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CN201510903175.8A
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Chinese (zh)
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CN105554079A (en
Inventor
蒋再男
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Harbin Yunkong Robot Technology Co Ltd
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Harbin Yunkong Robot Technology Co Ltd
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Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/12Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B65CONVEYING; PACKING; STORING; HANDLING THIN OR FILAMENTARY MATERIAL
    • B65GTRANSPORT OR STORAGE DEVICES, e.g. CONVEYORS FOR LOADING OR TIPPING, SHOP CONVEYOR SYSTEMS OR PNEUMATIC TUBE CONVEYORS
    • B65G47/00Article or material-handling devices associated with conveyors; Methods employing such devices
    • B65G47/74Feeding, transfer, or discharging devices of particular kinds or types
    • B65G47/90Devices for picking-up and depositing articles or materials
    • 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
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0639Performance analysis of employees; Performance analysis of enterprise or organisation operations
    • G06Q10/06395Quality analysis or management

Abstract

The product quality remote handle detection method based on mobile terminal that the invention discloses a kind of, this method is taken pictures to product using more photographing devices and is respectively transmitted to multiple terminals, product testing and scoring are carried out in multiple terminal by user, scoring and weight of the server of the system based on each terminal, count the mass fraction of product, to judge whether product quality is qualified, while end weight is adjusted according to statistical result.Industrial detection demand complicated and changeable and local automatic detection, cloud platform detection, artificial detection (mobile terminal) are creatively blended by internet, improve the actual effect, operability and safety of the course of work by the detection method of the present invention.

Description

A kind of product quality remote handle detection method based on mobile terminal
Technical field
The invention belongs to product quality detection technique field, more particularly to a kind of product quality based on mobile terminal is long-range The technology and methods of artificial detection.
Background technology
Currently, industry automatic control technology, computer technology, communication network technology are effectively combined and have been successfully applied In every field such as industrial machineries.But the complicated factors such as the scale, project, test index because of system under test (SUT) increase, and test number According to integrated treatment is difficult to, the networking of data transmission, which cannot preferably develop, even to stagnate.
Stringent quality testing needs the quantitative target towards standard.For certain products automatic detection in certain journey It disclosure satisfy that quantitative target requirement on degree, but do not have universality.And artificial detection process is there are error is larger, it is numerous in workload The problems such as being susceptible to flase drop, missing inspection in the case of more, leads to quality testing effect entire lowering.
Traditional test method manually guards a large amount of test equipments there is excessive human resources are wasted, and greatly reduces Working efficiency and the possibility for increasing error.In addition especially exist in some special application fields and significantly ask Topic, such as in industry spot, severe production environment, staff cannot rest on whether field observation equipment transports for a long time Row is normal, it is necessary in gathered data and the relatively good control room of the big environment of transmission data, use traditional cable data Transmission mode just will produce many problems, and poor operability, error increases, or even can not transmit.
Invention content
To solve the above-mentioned problems, the product quality remote handle inspection based on intelligent mobile terminal that the invention discloses one Survey method carries out artificial detection using mobile end equipment, overcomes problems of the prior art.Detection method in the present invention By internet, creatively by industrial detection demand complicated and changeable and local automatic detection, cloud platform detection, artificial detection (mobile terminal) blends, and improves the actual effect, operability and safety of the course of work.
The technical solution adopted by the present invention to solve the technical problems is:
1. picture collection
2. uploading onto the server
3. server is quickly distributed to mobile terminal
4. mobile terminal carries out picture analyzing, votes
5. result is restored to server
6. server statistics voting result
7. server sends instruction and carries out substandard product crawl, qualified products into enqueue
Compared with prior art, the present invention has the advantage that is with advantageous effect:
(1) the idle labour in part can be solved the problems, such as and can be made full use of, 30,000,000 labours is reproduced for China, makes me State continues to keep the advantage of demographic dividend;
(2) can be achieved the working time, place property at any time, can be willingness;
(3) the enhancing user oriented confidence level of product can be achieved;
(4) target that people in detection is not leading can be achieved, reduce industrial human and material resources, the time, financial resources waste at This consumption.
(5) achievable local automatic detection, cloud platform detection, artificial detection (mobile terminal) blend, and raising is worked Actual effect, operability and the safety of journey.
(6) it can be achieved to provide good service towards high-risk service industry, remote operation industry etc., prevent working environment severe The problem of caused personnel can not work normally, to ensure the quality of product test use-case.
(7) since that there are errors is larger for artificial detection process, flase drop, missing inspection are susceptible in the case that workload is numerous The problems such as, caused quality testing effect and working efficiency entire lowering.And that The present invention reduces people is intentional to testing result Or the possibility unintentionally interfered and slipped up.
Description of the drawings
Fig. 1:System software general illustration;
Fig. 2:Multiterminal cooperate with simple analog to realize figure.
Specific implementation mode
The scene of the embodiment of the present invention is based on arranging machine and exports cargo, and cargo transmits on a moving belt, and can be by mechanical arm Operated, but the present invention is not limited thereto kind scene, other production environments also can be equally applicable.
Referring to Fig. 1, product is after the output of arranging machine (not shown), into product conveyer belt to be detected, in the transmission The precalculated position of band nearby has there are one infrared inductor (not shown), when the product on conveyer belt passes through the position When, which can sense the product, also there is the identification record of n platforms to set with taking pictures around the precalculated position Standby, the n platforms identification record and photographing device are disposed in different location so that they can be to reaching the production in the precalculated position The different angle of product is shot, and specific camera site can be different according to the difference of specific product.The infrared induction dress It sets and is all connected to a network switching equipment with identification record and photographing device, when infrared inductor senses that product passes through When, all identification records and photographing device, each identification record will be notified to be stood after receiving notice with photographing device immediately It takes pictures to the product, to obtain the product photo of n different angles.Then, this n photos are by each identification record The server of the system of data center is uploaded to photographing device, server of the system assigns product ID number according to the sequence of product, and By the n of the product photos and its ID number associated storage.
Then the n photos are separately sent on n mobile terminal by server of the system, this n mobile terminal can be with It is different types of terminal, including smart mobile phone, tablet etc., so that the user of each mobile terminal was it can be seen that one should The photo of product.The product photo that the user of each mobile terminal sees according to it, beats to the product quality on mobile terminals Divide, i.e. the quality score of the product.The product quality scoring of acquisition is sent back server of the system, system clothes by each mobile terminal End be engaged according to the scoring of the product quality of acquisition, determines the final mass score of product.
Specific final mass score computational methods can be with a variety of different specific designs, but what is finally embodied is multiple Mobile terminal votes identical product.Here is the specific step of computational methods according to an embodiment of the invention Suddenly:
1) assume that n mobile terminal is respectively T1, T2,, T3... ..., Tn, and server of the system assigns each mobile terminal One weight, if mobile terminal TiWeight be WiThe initial weight of (1≤i≤n), all mobile terminals are all 1.
2) assume mobile terminal TiThe quality score that provides of user be Si(0≤Si≤ 100), then server of the system according to Following formula calculates the final mass score S of product:
Wherein
3) after the final mass score S that server of the system obtains product, if S is less than scheduled quality threshold A, sentence The fixed product quality is unqualified, and otherwise product is up-to-standard.
4) weight for adjusting each mobile terminal, for mobile terminal TiIf product quality is unqualified and Si< A, then Wi Increase by 1, if qualified product and Si>=A, then WiIncrease by 1.
Product after by product conveyer belt to be detected, will enter three-dimensional screening candidate regions conveyer belt, wait it is to be screened, such as Fruit server of the system judges that the product is unqualified, then the ID number of the product is sent to by server of the system by the network switching equipment Mechanical arm control terminal, the mechanical arm that mechanical arm control terminal controls on conveyer belt capture the substandard product.
The embodiments of the present invention described above are not intended to limit the scope of the present invention.It is any in the present invention Spirit and principle within made by modifications, equivalent substitutions and improvements etc., should be included in the claim protection model of the present invention Within enclosing.

Claims (3)

1. a kind of product quality remote person detection method based on mobile terminal, which is characterized in that this method comprises the following steps:
1) one infrared inductor and the identification record of n platforms are installed in the precalculated position of product conveyer belt to be detected to set with taking pictures Standby, the n platforms identification record and photographing device are disposed in different location so that they can be to reaching the production in the precalculated position Product carry out the shooting of different angle;
2) when infrared inductor senses that product passes through, all identification records and photographing device are notified immediately, it is each to identify Record immediately takes pictures to the product after receiving notice with photographing device, and the product to obtain n different angles shines Piece;
3) each identification record uploads to the server of the system of data center with the product photo that photographing device is obtained;
4) n photos are separately sent on n mobile terminal by server of the system, to the user of each mobile terminal It can be seen that the photo of the product;
5) product photo that the user of each mobile terminal sees according to it, gives the product quality to give a mark, i.e., on mobile terminals The quality score of the product;
6) the product quality scoring of acquisition is sent back server of the system by each mobile terminal, and server of the system is according to the production of acquisition Quality scores, and determines the final mass score S of product;
If 7) S is less than scheduled quality threshold, server of the system judges that the product quality is unqualified, and otherwise product quality is closed Lattice;
If 8) server of the system judges that the product quality is unqualified, server of the system notifies mechanical arm control terminal, mechanical arm Control terminal controls the mechanical arm on conveyer belt and captures the underproof product;
Wherein, server of the system determines the final mass score S of product according to following step:
A) assume that n mobile terminal is respectively T1, T2, T3... ..., Tn, and server of the system assigns each mobile terminal one Weight, if mobile terminal TiWeight be WiThe initial weight of (1≤i≤n), all mobile terminals are all 1;
B) assume mobile terminal TiThe quality score that provides of user be Si(0≤Si≤ 100), then server of the system according to following Formula calculates the final mass score S of product:
Wherein
C) after the final mass score S that server of the system obtains product, if S is less than scheduled quality threshold A, judgement should Product quality is unqualified, and otherwise product is up-to-standard;
D) weight for adjusting each mobile terminal, for mobile terminal TiIf product quality is unqualified and Si< A, then WiIncrease 1, if qualified product and Si>=A, then WiIncrease by 1.
2. the method as described in claim 1, wherein infrared inductor, identification record and photographing device, mechanical arm control terminal, Server of the system is all connected to the network switching equipment, is communicated by the network switching equipment.
3. passing through wireless network between the method as described in claim 1-2 any one, wherein server of the system and each terminal It is communicated.
CN201510903175.8A 2015-12-09 2015-12-09 A kind of product quality remote handle detection method based on mobile terminal Active CN105554079B (en)

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CN106092959B (en) * 2016-06-30 2019-03-19 上海仪器仪表研究所 A kind of near-infrared food quality monitoring system based on cloud platform
CN106335043A (en) * 2016-10-14 2017-01-18 广州励丰文化科技股份有限公司 Mechanical arm control console and method based on human body infrared thermal imaging detection
CN106363626B (en) * 2016-10-14 2018-09-04 广州励丰文化科技股份有限公司 A kind of mechanical arm console that human body infrared thermal imaging is combined with remote media and method
CN106363631B (en) * 2016-10-14 2018-09-04 广州励丰文化科技股份有限公司 A kind of mechanical arm console and method based on ultrasonic ranging
CN106363628A (en) * 2016-10-14 2017-02-01 广州励丰文化科技股份有限公司 Mechanical arm control console and method for combining multiple rails with local media
CN106564053B (en) * 2016-10-14 2018-10-16 广州励丰文化科技股份有限公司 The mechanical arm console and method that a kind of multi-track is combined with remote media
CN106346473B (en) * 2016-10-14 2018-09-04 广州励丰文化科技股份有限公司 A kind of mechanical arm console and method based on performance site speech detection
CN106363632B (en) * 2016-10-14 2018-09-11 广州励丰文化科技股份有限公司 A kind of mechanical arm console and method based on near-field communication detection
CN106363630B (en) * 2016-10-14 2018-09-11 广州励丰文化科技股份有限公司 The mechanical arm console and method that local media is combined with near-field communication detection
CN112766651A (en) * 2020-12-31 2021-05-07 上海倍通医药科技咨询有限公司 Method for data analysis

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CN1806940A (en) * 2006-01-23 2006-07-26 湖南大学 Defective goods automatic sorting method and equipment for high-speed automated production line
CN101042357A (en) * 2007-04-11 2007-09-26 华中科技大学 On-line detection device of defects in float glass based on machine vision

Patent Citations (2)

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Publication number Priority date Publication date Assignee Title
CN1806940A (en) * 2006-01-23 2006-07-26 湖南大学 Defective goods automatic sorting method and equipment for high-speed automated production line
CN101042357A (en) * 2007-04-11 2007-09-26 华中科技大学 On-line detection device of defects in float glass based on machine vision

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