CN109127459A - A kind of building waste Material Sorting method - Google Patents

A kind of building waste Material Sorting method Download PDF

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Publication number
CN109127459A
CN109127459A CN201810753326.XA CN201810753326A CN109127459A CN 109127459 A CN109127459 A CN 109127459A CN 201810753326 A CN201810753326 A CN 201810753326A CN 109127459 A CN109127459 A CN 109127459A
Authority
CN
China
Prior art keywords
building waste
manipulator
waste material
density
information
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.)
Pending
Application number
CN201810753326.XA
Other languages
Chinese (zh)
Inventor
赖雄鸣
刘亿圣
郑先报
王成
张勇
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.)
Fujian South Highway Machinery Co Ltd
Original Assignee
Huaqiao University
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 Huaqiao University filed Critical Huaqiao University
Priority to CN201810753326.XA priority Critical patent/CN109127459A/en
Publication of CN109127459A publication Critical patent/CN109127459A/en
Pending legal-status Critical Current

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Classifications

    • BPERFORMING OPERATIONS; TRANSPORTING
    • B07SEPARATING SOLIDS FROM SOLIDS; SORTING
    • B07CPOSTAL SORTING; SORTING INDIVIDUAL ARTICLES, OR BULK MATERIAL FIT TO BE SORTED PIECE-MEAL, e.g. BY PICKING
    • B07C5/00Sorting according to a characteristic or feature of the articles or material being sorted, e.g. by control effected by devices which detect or measure such characteristic or feature; Sorting by manually actuated devices, e.g. switches
    • B07C5/34Sorting according to other particular properties
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B07SEPARATING SOLIDS FROM SOLIDS; SORTING
    • B07CPOSTAL SORTING; SORTING INDIVIDUAL ARTICLES, OR BULK MATERIAL FIT TO BE SORTED PIECE-MEAL, e.g. BY PICKING
    • B07C5/00Sorting according to a characteristic or feature of the articles or material being sorted, e.g. by control effected by devices which detect or measure such characteristic or feature; Sorting by manually actuated devices, e.g. switches
    • B07C5/36Sorting apparatus characterised by the means used for distribution
    • B07C5/361Processing or control devices therefor, e.g. escort memory
    • B07C5/362Separating or distributor mechanisms
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B07SEPARATING SOLIDS FROM SOLIDS; SORTING
    • B07CPOSTAL SORTING; SORTING INDIVIDUAL ARTICLES, OR BULK MATERIAL FIT TO BE SORTED PIECE-MEAL, e.g. BY PICKING
    • B07C5/00Sorting according to a characteristic or feature of the articles or material being sorted, e.g. by control effected by devices which detect or measure such characteristic or feature; Sorting by manually actuated devices, e.g. switches
    • B07C5/36Sorting apparatus characterised by the means used for distribution
    • B07C5/38Collecting or arranging articles in groups
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B07SEPARATING SOLIDS FROM SOLIDS; SORTING
    • B07CPOSTAL SORTING; SORTING INDIVIDUAL ARTICLES, OR BULK MATERIAL FIT TO BE SORTED PIECE-MEAL, e.g. BY PICKING
    • B07C2501/00Sorting according to a characteristic or feature of the articles or material to be sorted
    • B07C2501/0054Sorting of waste or refuse
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B07SEPARATING SOLIDS FROM SOLIDS; SORTING
    • B07CPOSTAL SORTING; SORTING INDIVIDUAL ARTICLES, OR BULK MATERIAL FIT TO BE SORTED PIECE-MEAL, e.g. BY PICKING
    • B07C2501/00Sorting according to a characteristic or feature of the articles or material to be sorted
    • B07C2501/0063Using robots

Abstract

The present invention relates to a kind of building waste Material Sorting methods, obtain the profile information and location information of material by the image information of building waste material, and the volume of material is gone out by the elevation information and conjugate material wheel exterior feature data-evaluation that obtain material.Then the weight for obtaining material by tension sensor during manipulator at the uniform velocity crawl material upwards, the density of material is obtained according to weight of material and volume of material, knows which classification box the material should be sorted to by comparing density.The motion profile of manipulator is finally calculated according to the position of the location information of material, the current location information of mechanical arm and classification box, manipulator is controlled by the motion profile and completes Material Sorting.Its accuracy for sorting material is high, speed is fast.

Description

A kind of building waste Material Sorting method
Technical field
The present invention relates to environment protection fields, and in particular to a kind of building waste Material Sorting method.
Background technique
The aggregates regeneration techniques such as building castoff decrement, recycling, recycling have become society need study and solve Important topic;Wherein, effectively recycling and be used for the regeneration of building waste aggregate discarded concrete, the useless brick in building waste has Biggish application prospect.And the key technique of resource recycling be building waste mixing in material (include: plastics, Timber, brick, concrete, cloth waste, steel etc.) efficiently separate.At present frequently with the method for manual sorting, wet concentration and wind It carries out, but manual sorting exists inefficient, and not can solve cost of labor instantly and goes up this problem of becoming increasingly conspicuous;Wet concentration There are water pollutions, and do not meet the requirement of the resource-effective friendly environment society's strategy of national development;Pneumatic concentration belongs to the following ratio The technology having wide application prospects, but there are weight substances to mix, it is difficult to efficiently separate this clean technical problem.
In view of this, the present inventor is directed to problems existing for above-mentioned building waste Material Sorting, and deeply conceive, into And develop the present invention.
Summary of the invention
The purpose of the present invention is to provide a kind of building waste Material Sorting method, the accuracy for sorting material is high, fast Degree is fast.
To achieve the above object, the technical solution adopted by the present invention is that:
A kind of building waste Material Sorting method, specifically includes the following steps:
Building waste material is transmitted by step 1 by conveyer belt, during transmission, passes through image collector The image information for setting acquisition building waste material, is then based on intelligent vision technology and handles acquired image information, Obtain the location information of material profile and material;
Side on a moving belt is arranged in distance measuring sensor by step 2, in the transmit process of building waste material, will be passed through The elevation information of distance measuring sensor acquisition building waste material;
Step 3, the volume that material is estimated according to the profile and elevation information of building waste material;
Step 4 grabs building waste material by manipulator, and tension sensor is arranged on a robotic arm, grabs in manipulator During taking material at the uniform velocity to rise, the weight of material is obtained by tension sensor;
The weight of step 5, the building waste material according to obtained in step 4, and combine the material estimated in step 3 The density information of the material is calculated in volume;
Step 6, setting is used to hold the classification box of different classes of building waste material on conveyer belt side, different Classification box represents different material densities;Material representated by the material density and classification box that manipulator in step 5 is grabbed Density is compared, when the material density that manipulator grabs is same or similar with the material density of one of classification box, then The material for indicating that manipulator grabs should be sorted in corresponding classification box;At this point, the material level confidence according to obtained in step 1 Breath and the current location information of manipulator, calculate manipulator to the motion profile of corresponding classification box, pass through the motion profile Control manipulator is moved, and realizes the sorting of building waste.
Described image acquisition device is industrial camera.
The distance measuring sensor is laser range sensor.
After adopting the above scheme, the present invention obtains profile information and the position of material by the image information of building waste material Confidence breath goes out the volume of material by the elevation information and conjugate material wheel exterior feature data-evaluation that obtain material.Then in manipulator The weight for obtaining material during at the uniform velocity grabbing material upwards by tension sensor, is obtained according to weight of material and volume of material The density for taking material knows which classification box the material should be sorted to by comparing density.Finally according to the position of material The motion profile of manipulator is calculated in the position of information, the current location information of mechanical arm and classification box, passes through the fortune Dynamic TRAJECTORY CONTROL manipulator completes Material Sorting.Total value, the present invention identify material by obtaining material density, substantially reduce The error rate of sorting.Simultaneously by intelligent planning Robotic Manipulator Motion Trajectory, realizes accurate sorting material, substantially increase work Efficiency saves human resources.
Specific embodiment
Present invention discloses a kind of building waste Material Sorting methods, specifically includes the following steps:
Building waste material is transmitted by step 1 by conveyer belt, during transmission, passes through image collector The image information for setting acquisition building waste material, is handled acquired image information based on intelligent vision technology, is obtained The location information of material profile and material.
The acquisition of material image can be realized by industrial camera.
Step 2, by laser range sensor setting, side will in the transmit process of building waste material on a moving belt The elevation information of building waste material is obtained by laser range sensor.Wherein, laser range sensor can also use it The distance measuring sensor of his type, such as ultrasonic distance-measuring sensor.
Step 3, the volume that material is estimated according to the profile and elevation information of building waste material.
Step 4 grabs building waste material by manipulator, and tension sensor is arranged on a robotic arm, grabs in manipulator During taking material at the uniform velocity to rise, the weight of material is obtained by tension sensor.
The weight of step 5, the building waste material according to obtained in step 4, and combine the material estimated in step 3 The density information of the material is calculated in volume.
Step 6, setting is used to hold the classification box of different classes of building waste material on conveyer belt side, different Classification box represents different material densities;Material representated by the material density and classification box that manipulator in step 5 is grabbed Density is compared, when the material density that manipulator grabs is same or similar with the material density of one of classification box, then The material for indicating that manipulator grabs should be sorted in corresponding classification box.At this point, the material level confidence according to obtained in step 1 Breath and the current location information of manipulator, calculate manipulator to the motion profile of corresponding classification box, pass through the motion profile Control manipulator is moved, and realizes the sorting of building waste.
It is sorted using mixture of the above method to wood, brick, plastic tube, concrete, it is sorted to respectively In classification box 1-4, wherein classification box 1 is used to hold wood, density range 0.44-0.57g/cm;Classification box 2 is used to hold Brick, density range 1.7-1.8g/cm;Classification box 3 is used to hold plastic tube, density range 1.38-1.41g/cm; Classification box 4 is used to hold concrete, density range 2.35-2.40g/cm.It is as shown in the table to sort result:
Table 1
As known from Table 1, the wood on conveyer belt, brick, plastic tube, concrete are accurately grabbed by manipulator accordingly Classification box in.
It is of the invention it is critical that the present invention by the image information of building waste material obtain material profile information and Location information goes out the volume of material by the elevation information and conjugate material wheel exterior feature data-evaluation that obtain material.Then in machinery Hand obtains the weight of material by tension sensor during at the uniform velocity grabbing material upwards, according to weight of material and volume of material The density for obtaining material knows which classification box the material should be sorted to by comparing density.Finally according to the position of material The motion profile of manipulator is calculated in the position of confidence breath, the current location information of mechanical arm and classification box, by this Motion profile controls manipulator and completes Material Sorting.Total value, the present invention identify material by obtaining material density, drop significantly The error rate of low sorting.Simultaneously by intelligent planning Robotic Manipulator Motion Trajectory, realizes accurate sorting material, substantially increase work Make efficiency, saves human resources.
The above is only the embodiment of the present invention, is not intended to limit the scope of the present invention, therefore all Any subtle modifications, equivalent variations and modifications to the above embodiments according to the technical essence of the invention still fall within this In the range of inventive technique scheme.

Claims (3)

1. a kind of building waste Material Sorting method, it is characterised in that: the method for sorting specifically includes the following steps:
Building waste material is transmitted by step 1 by conveyer belt, during transmission, is adopted by image collecting device The image information for collecting building waste material, is then based on intelligent vision technology and handles acquired image information, obtains The location information of material profile and material;
Side on a moving belt is arranged in distance measuring sensor by step 2, in the transmit process of building waste material, will pass through ranging The elevation information of sensor acquisition building waste material;
Step 3, the volume that material is estimated according to the profile and elevation information of building waste material;
Step 4 grabs building waste material by manipulator, and tension sensor is arranged on a robotic arm, grabs object in manipulator During material at the uniform velocity rises, the weight of material is obtained by tension sensor;
The weight of step 5, the building waste material according to obtained in step 4, and combine the material body estimated in step 3 Product, is calculated the density information of the material;
Step 6, setting is used to hold the classification box of different classes of building waste material, different classification on conveyer belt side Box represents different material densities;Material density representated by the material density and classification box that manipulator in step 5 is grabbed It is compared, when the material density that manipulator grabs is same or similar with the material density of one of classification box, then it represents that The material that manipulator grabs should be sorted in corresponding classification box;At this point, the material location information according to obtained in step 1 with And the location information that manipulator is current, manipulator is calculated to the motion profile of corresponding classification box, is controlled by the motion profile Manipulator is moved, and realizes the sorting of building waste.
2. a kind of building waste Material Sorting method according to claim 1, it is characterised in that: described image acquisition device For industrial camera.
3. a kind of building waste Material Sorting method according to claim 1, it is characterised in that: the distance measuring sensor is Laser range sensor.
CN201810753326.XA 2018-07-10 2018-07-10 A kind of building waste Material Sorting method Pending CN109127459A (en)

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Application Number Priority Date Filing Date Title
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Publication Number Publication Date
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Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110624857A (en) * 2019-10-21 2019-12-31 广东弓叶科技有限公司 Object type identification method and sorting equipment
CN110773550A (en) * 2019-10-31 2020-02-11 深圳市宝政通环境有限公司 Comprehensive recovery processing method for large garbage
CN113617680A (en) * 2021-08-13 2021-11-09 东北大学秦皇岛分校 Ore sorting device and method for density estimation based on robot
CN113680685A (en) * 2021-08-24 2021-11-23 安徽自然美环境科技有限公司 Garbage classification treatment system based on recoverability

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CN203409774U (en) * 2013-11-11 2014-01-29 太仓市旭冉机械有限公司 Manipulator with weighing function
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CN206305183U (en) * 2016-11-30 2017-07-07 上海同蔚环境工程有限公司 A kind of building waste classification conveying arrangement
CN107552412A (en) * 2016-06-30 2018-01-09 休伦瓦雷钢铁公司 Waste material sorting system
CN107961990A (en) * 2017-12-27 2018-04-27 华侨大学 A kind of building waste sorting system and method for sorting
CN107983662A (en) * 2017-12-15 2018-05-04 杨宝祥 A kind of mineral aggregate dry separation system and method
CN107999405A (en) * 2017-12-27 2018-05-08 华侨大学 A kind of building waste on-line sorting system and method for sorting
CN108254540A (en) * 2018-02-07 2018-07-06 国家林业局北京林业机械研究所 A kind of sawn timber surface quality grades divide device and method

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Publication number Priority date Publication date Assignee Title
JP2000002651A (en) * 1998-06-17 2000-01-07 Hitachi Plant Eng & Constr Co Ltd Method and apparatus for discrimination of plastic
CN201464014U (en) * 2009-03-26 2010-05-12 北京兆维电子(集团)有限责任公司 Manipulator cantilever weighing device
CN203409774U (en) * 2013-11-11 2014-01-29 太仓市旭冉机械有限公司 Manipulator with weighing function
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CN107999405A (en) * 2017-12-27 2018-05-08 华侨大学 A kind of building waste on-line sorting system and method for sorting
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Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110624857A (en) * 2019-10-21 2019-12-31 广东弓叶科技有限公司 Object type identification method and sorting equipment
CN110773550A (en) * 2019-10-31 2020-02-11 深圳市宝政通环境有限公司 Comprehensive recovery processing method for large garbage
CN110773550B (en) * 2019-10-31 2021-11-05 深圳市宝政通环境有限公司 Comprehensive recovery processing method for large garbage
CN113617680A (en) * 2021-08-13 2021-11-09 东北大学秦皇岛分校 Ore sorting device and method for density estimation based on robot
CN113680685A (en) * 2021-08-24 2021-11-23 安徽自然美环境科技有限公司 Garbage classification treatment system based on recoverability

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Effective date of registration: 20190805

Address after: 362000 North China Road, Quanzhou City, Fujian Province, 269

Applicant after: Huaqiao University

Applicant after: Fujian Southern Highway Mechanical Co., Ltd.

Address before: Fengze District of Quanzhou city of Fujian Province east of Huaqiao University, 362000

Applicant before: Huaqiao University

RJ01 Rejection of invention patent application after publication
RJ01 Rejection of invention patent application after publication

Application publication date: 20190104