CA3209464A1 - Tri base sur une composition chimique - Google Patents
Tri base sur une composition chimique Download PDFInfo
- Publication number
- CA3209464A1 CA3209464A1 CA3209464A CA3209464A CA3209464A1 CA 3209464 A1 CA3209464 A1 CA 3209464A1 CA 3209464 A CA3209464 A CA 3209464A CA 3209464 A CA3209464 A CA 3209464A CA 3209464 A1 CA3209464 A1 CA 3209464A1
- Authority
- CA
- Canada
- Prior art keywords
- material pieces
- pieces
- chemical composition
- sorting
- piece
- 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
Links
- 239000000203 mixture Substances 0.000 title claims abstract description 162
- 239000000126 substance Substances 0.000 title claims abstract description 127
- 239000000463 material Substances 0.000 claims abstract description 573
- 238000000034 method Methods 0.000 claims abstract description 136
- 238000010801 machine learning Methods 0.000 claims abstract description 54
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- 230000008569 process Effects 0.000 claims description 86
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- 238000012545 processing Methods 0.000 claims description 28
- 229910052729 chemical element Inorganic materials 0.000 claims description 23
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- 229910052782 aluminium Inorganic materials 0.000 description 7
- XAGFODPZIPBFFR-UHFFFAOYSA-N aluminium Chemical compound [Al] XAGFODPZIPBFFR-UHFFFAOYSA-N 0.000 description 7
- 230000008901 benefit Effects 0.000 description 7
- 229920000642 polymer Polymers 0.000 description 7
- XEEYBQQBJWHFJM-UHFFFAOYSA-N Iron Chemical compound [Fe] XEEYBQQBJWHFJM-UHFFFAOYSA-N 0.000 description 6
- 230000004913 activation Effects 0.000 description 6
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- 238000013135 deep learning Methods 0.000 description 4
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- 229910052751 metal Inorganic materials 0.000 description 4
- 239000002184 metal Substances 0.000 description 4
- VGGSQFUCUMXWEO-UHFFFAOYSA-N Ethene Chemical compound C=C VGGSQFUCUMXWEO-UHFFFAOYSA-N 0.000 description 3
- HCHKCACWOHOZIP-UHFFFAOYSA-N Zinc Chemical compound [Zn] HCHKCACWOHOZIP-UHFFFAOYSA-N 0.000 description 3
- 238000006243 chemical reaction Methods 0.000 description 3
- 238000013527 convolutional neural network Methods 0.000 description 3
- 239000000284 extract Substances 0.000 description 3
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- 229910052742 iron Inorganic materials 0.000 description 3
- 230000001788 irregular Effects 0.000 description 3
- 238000002536 laser-induced breakdown spectroscopy Methods 0.000 description 3
- 229920001684 low density polyethylene Polymers 0.000 description 3
- 239000004702 low-density polyethylene Substances 0.000 description 3
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- 238000004876 x-ray fluorescence Methods 0.000 description 3
- 239000011701 zinc Substances 0.000 description 3
- 229910052725 zinc Inorganic materials 0.000 description 3
- RYGMFSIKBFXOCR-UHFFFAOYSA-N Copper Chemical compound [Cu] RYGMFSIKBFXOCR-UHFFFAOYSA-N 0.000 description 2
- 241000196324 Embryophyta Species 0.000 description 2
- 239000004698 Polyethylene Substances 0.000 description 2
- 238000001069 Raman spectroscopy Methods 0.000 description 2
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- 238000010276 construction Methods 0.000 description 2
- 230000036461 convulsion Effects 0.000 description 2
- 229910052802 copper Inorganic materials 0.000 description 2
- 239000010949 copper Substances 0.000 description 2
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- 239000004065 semiconductor Substances 0.000 description 2
- 238000004611 spectroscopical analysis Methods 0.000 description 2
- HPTJABJPZMULFH-UHFFFAOYSA-N 12-[(Cyclohexylcarbamoyl)amino]dodecanoic acid Chemical compound OC(=O)CCCCCCCCCCCNC(=O)NC1CCCCC1 HPTJABJPZMULFH-UHFFFAOYSA-N 0.000 description 1
- 229910001369 Brass Inorganic materials 0.000 description 1
- OKTJSMMVPCPJKN-UHFFFAOYSA-N Carbon Chemical compound [C] OKTJSMMVPCPJKN-UHFFFAOYSA-N 0.000 description 1
- ZAMOUSCENKQFHK-UHFFFAOYSA-N Chlorine atom Chemical compound [Cl] ZAMOUSCENKQFHK-UHFFFAOYSA-N 0.000 description 1
- VYZAMTAEIAYCRO-UHFFFAOYSA-N Chromium Chemical compound [Cr] VYZAMTAEIAYCRO-UHFFFAOYSA-N 0.000 description 1
- 241000870659 Crassula perfoliata var. minor Species 0.000 description 1
- 101100114697 Danio rerio cpeb1 gene Proteins 0.000 description 1
- 206010011906 Death Diseases 0.000 description 1
- CWYNVVGOOAEACU-UHFFFAOYSA-N Fe2+ Chemical compound [Fe+2] CWYNVVGOOAEACU-UHFFFAOYSA-N 0.000 description 1
- 238000005033 Fourier transform infrared spectroscopy Methods 0.000 description 1
- FYYHWMGAXLPEAU-UHFFFAOYSA-N Magnesium Chemical compound [Mg] FYYHWMGAXLPEAU-UHFFFAOYSA-N 0.000 description 1
- 238000005481 NMR spectroscopy Methods 0.000 description 1
- 241000209504 Poaceae Species 0.000 description 1
- XUIMIQQOPSSXEZ-UHFFFAOYSA-N Silicon Chemical compound [Si] XUIMIQQOPSSXEZ-UHFFFAOYSA-N 0.000 description 1
- 241000009334 Singa Species 0.000 description 1
- 239000004809 Teflon Substances 0.000 description 1
- 229920006362 Teflon® Polymers 0.000 description 1
- 239000004699 Ultra-high molecular weight polyethylene Substances 0.000 description 1
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- 238000007563 acoustic spectroscopy Methods 0.000 description 1
- 239000000654 additive Substances 0.000 description 1
- 230000000996 additive effect Effects 0.000 description 1
- 238000005275 alloying Methods 0.000 description 1
- 238000013473 artificial intelligence Methods 0.000 description 1
- QVGXLLKOCUKJST-UHFFFAOYSA-N atomic oxygen Chemical compound [O] QVGXLLKOCUKJST-UHFFFAOYSA-N 0.000 description 1
- 230000005540 biological transmission Effects 0.000 description 1
- 239000005388 borosilicate glass Substances 0.000 description 1
- 239000010951 brass Substances 0.000 description 1
- 229910052799 carbon Inorganic materials 0.000 description 1
- 239000011111 cardboard Substances 0.000 description 1
- 230000015556 catabolic process Effects 0.000 description 1
- 239000003054 catalyst Substances 0.000 description 1
- 238000007233 catalytic pyrolysis Methods 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 239000000460 chlorine Substances 0.000 description 1
- 229910052801 chlorine Inorganic materials 0.000 description 1
- 230000002301 combined effect Effects 0.000 description 1
- 238000003066 decision tree Methods 0.000 description 1
- 238000006731 degradation reaction Methods 0.000 description 1
- 238000000151 deposition Methods 0.000 description 1
- 230000010339 dilation Effects 0.000 description 1
- 229920001971 elastomer Polymers 0.000 description 1
- 239000010793 electronic waste Substances 0.000 description 1
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- 238000010109 expendable mold casting Methods 0.000 description 1
- 238000000605 extraction Methods 0.000 description 1
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- 239000006260 foam Substances 0.000 description 1
- 238000009472 formulation Methods 0.000 description 1
- 238000001730 gamma-ray spectroscopy Methods 0.000 description 1
- 239000000383 hazardous chemical Substances 0.000 description 1
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- 230000010365 information processing Effects 0.000 description 1
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- 238000009434 installation Methods 0.000 description 1
- 238000009413 insulation Methods 0.000 description 1
- 238000002372 labelling Methods 0.000 description 1
- 150000002605 large molecules Chemical class 0.000 description 1
- 238000012417 linear regression Methods 0.000 description 1
- 239000007788 liquid Substances 0.000 description 1
- 238000007477 logistic regression Methods 0.000 description 1
- 229910052749 magnesium Inorganic materials 0.000 description 1
- 239000011777 magnesium Substances 0.000 description 1
- WPBNNNQJVZRUHP-UHFFFAOYSA-L manganese(2+);methyl n-[[2-(methoxycarbonylcarbamothioylamino)phenyl]carbamothioyl]carbamate;n-[2-(sulfidocarbothioylamino)ethyl]carbamodithioate Chemical compound [Mn+2].[S-]C(=S)NCCNC([S-])=S.COC(=O)NC(=S)NC1=CC=CC=C1NC(=S)NC(=O)OC WPBNNNQJVZRUHP-UHFFFAOYSA-L 0.000 description 1
- 238000013507 mapping Methods 0.000 description 1
- 239000002906 medical waste Substances 0.000 description 1
- 239000000155 melt Substances 0.000 description 1
- 238000002094 microwave spectroscopy Methods 0.000 description 1
- 238000005065 mining Methods 0.000 description 1
- 229920005615 natural polymer Polymers 0.000 description 1
- 230000001537 neural effect Effects 0.000 description 1
- 238000012634 optical imaging Methods 0.000 description 1
- 229910052760 oxygen Inorganic materials 0.000 description 1
- 239000001301 oxygen Substances 0.000 description 1
- 238000004806 packaging method and process Methods 0.000 description 1
- 239000000123 paper Substances 0.000 description 1
- 238000005192 partition Methods 0.000 description 1
- 238000010120 permanent mold casting Methods 0.000 description 1
- 239000010908 plant waste Substances 0.000 description 1
- 239000005020 polyethylene terephthalate Substances 0.000 description 1
- 238000004663 powder metallurgy Methods 0.000 description 1
- 238000007637 random forest analysis Methods 0.000 description 1
- 229910052761 rare earth metal Inorganic materials 0.000 description 1
- 239000002994 raw material Substances 0.000 description 1
- 238000011084 recovery Methods 0.000 description 1
- 230000000306 recurrent effect Effects 0.000 description 1
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- 230000002441 reversible effect Effects 0.000 description 1
- 239000005060 rubber Substances 0.000 description 1
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- 229910052710 silicon Inorganic materials 0.000 description 1
- 239000010703 silicon Substances 0.000 description 1
- 239000005361 soda-lime glass Substances 0.000 description 1
- 230000004936 stimulating effect Effects 0.000 description 1
- 238000012706 support-vector machine Methods 0.000 description 1
- 229920001059 synthetic polymer Polymers 0.000 description 1
- 239000013077 target material Substances 0.000 description 1
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- 239000004753 textile Substances 0.000 description 1
- 229920001187 thermosetting polymer Polymers 0.000 description 1
- 229920000785 ultra high molecular weight polyethylene Polymers 0.000 description 1
- 238000001429 visible spectrum Methods 0.000 description 1
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Classifications
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B07—SEPARATING SOLIDS FROM SOLIDS; SORTING
- B07C—POSTAL SORTING; SORTING INDIVIDUAL ARTICLES, OR BULK MATERIAL FIT TO BE SORTED PIECE-MEAL, e.g. BY PICKING
- B07C5/00—Sorting 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
- B07C5/34—Sorting according to other particular properties
- B07C5/3416—Sorting according to other particular properties according to radiation transmissivity, e.g. for light, x-rays, particle radiation
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B07—SEPARATING SOLIDS FROM SOLIDS; SORTING
- B07C—POSTAL SORTING; SORTING INDIVIDUAL ARTICLES, OR BULK MATERIAL FIT TO BE SORTED PIECE-MEAL, e.g. BY PICKING
- B07C5/00—Sorting 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
- B07C5/34—Sorting according to other particular properties
- B07C5/342—Sorting according to other particular properties according to optical properties, e.g. colour
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B07—SEPARATING SOLIDS FROM SOLIDS; SORTING
- B07C—POSTAL SORTING; SORTING INDIVIDUAL ARTICLES, OR BULK MATERIAL FIT TO BE SORTED PIECE-MEAL, e.g. BY PICKING
- B07C5/00—Sorting 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
- B07C5/34—Sorting according to other particular properties
- B07C5/342—Sorting according to other particular properties according to optical properties, e.g. colour
- B07C5/3422—Sorting according to other particular properties according to optical properties, e.g. colour using video scanning devices, e.g. TV-cameras
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B07—SEPARATING SOLIDS FROM SOLIDS; SORTING
- B07C—POSTAL SORTING; SORTING INDIVIDUAL ARTICLES, OR BULK MATERIAL FIT TO BE SORTED PIECE-MEAL, e.g. BY PICKING
- B07C5/00—Sorting 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
- B07C5/36—Sorting apparatus characterised by the means used for distribution
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Software Systems (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Toxicology (AREA)
- Evolutionary Computation (AREA)
- Data Mining & Analysis (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Medical Informatics (AREA)
- Artificial Intelligence (AREA)
- Physics & Mathematics (AREA)
- Computing Systems (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Mathematical Physics (AREA)
- Multimedia (AREA)
- Sorting Of Articles (AREA)
Abstract
Systèmes et procédés de classification et de tri de matériaux afin de produire une collection de matériaux qui sont composés d'une composition chimique particulière dans l'agrégat. Le système peut utiliser un système de vision et un ou plusieurs systèmes de capteurs, qui peuvent mettre en ?uvre un système d'apprentissage automatique afin d'identifier ou de classer chacun des matériaux. Le tri est ensuite effectué en fonction des classifications.
Applications Claiming Priority (7)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US202163249069P | 2021-09-28 | 2021-09-28 | |
| US63/249,069 | 2021-09-28 | ||
| US202163285964P | 2021-12-03 | 2021-12-03 | |
| US63/285,964 | 2021-12-03 | ||
| US17/667,397 US11969764B2 (en) | 2016-07-18 | 2022-02-08 | Sorting of plastics |
| US17/667,397 | 2022-02-08 | ||
| PCT/US2022/020657 WO2023055425A1 (fr) | 2021-09-28 | 2022-03-16 | Tri basé sur une composition chimique |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CA3209464A1 true CA3209464A1 (fr) | 2023-04-06 |
Family
ID=85783401
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CA3209464A Pending CA3209464A1 (fr) | 2021-09-28 | 2022-03-16 | Tri base sur une composition chimique |
Country Status (6)
| Country | Link |
|---|---|
| EP (1) | EP4267318A1 (fr) |
| JP (1) | JP2024512994A (fr) |
| KR (1) | KR20230147634A (fr) |
| CA (1) | CA3209464A1 (fr) |
| MX (1) | MX2023009129A (fr) |
| WO (1) | WO2023055425A1 (fr) |
Family Cites Families (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6701001B1 (en) * | 2000-06-20 | 2004-03-02 | Dunkley International, Inc. | Automated part sorting system |
| DE102014013160B4 (de) * | 2014-09-11 | 2018-01-11 | ProASSORT GmbH | Verfahren und Vorrichtung zur Sortierung von wiederverwertbaren Rohstoffstücken |
| US10722922B2 (en) * | 2015-07-16 | 2020-07-28 | UHV Technologies, Inc. | Sorting cast and wrought aluminum |
-
2022
- 2022-03-16 MX MX2023009129A patent/MX2023009129A/es unknown
- 2022-03-16 WO PCT/US2022/020657 patent/WO2023055425A1/fr active Application Filing
- 2022-03-16 JP JP2023559788A patent/JP2024512994A/ja active Pending
- 2022-03-16 CA CA3209464A patent/CA3209464A1/fr active Pending
- 2022-03-16 KR KR1020237029043A patent/KR20230147634A/ko unknown
- 2022-03-16 EP EP22877061.6A patent/EP4267318A1/fr active Pending
Also Published As
| Publication number | Publication date |
|---|---|
| JP2024512994A (ja) | 2024-03-21 |
| WO2023055425A1 (fr) | 2023-04-06 |
| EP4267318A1 (fr) | 2023-11-01 |
| MX2023009129A (es) | 2023-10-24 |
| KR20230147634A (ko) | 2023-10-23 |
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Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| EEER | Examination request |
Effective date: 20230823 |
|
| EEER | Examination request |
Effective date: 20230823 |
|
| EEER | Examination request |
Effective date: 20230823 |