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US20100131094A1 - Method and apparatus for sorting heterogeneous material - Google Patents

Method and apparatus for sorting heterogeneous material Download PDF

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Publication number
US20100131094A1
US20100131094A1 US12/620,909 US62090909A US2010131094A1 US 20100131094 A1 US20100131094 A1 US 20100131094A1 US 62090909 A US62090909 A US 62090909A US 2010131094 A1 US2010131094 A1 US 2010131094A1
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United States
Prior art keywords
hyperspectral
materials
images
heterogeneous material
heterogeneous
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.)
Abandoned
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US12/620,909
Inventor
John F. Green
Peter A. Mendre
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JJG IP HOLDINGS LLC
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JJG IP HOLDINGS LLC
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Application filed by JJG IP HOLDINGS LLC filed Critical JJG IP HOLDINGS LLC
Priority to US12/620,909 priority Critical patent/US20100131094A1/en
Assigned to JJG IP HOLDING, LLC reassignment JJG IP HOLDING, LLC ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: GREEN, JOHN F., MENDRE, PETER A.
Assigned to JJG IP HOLDINGS LLC reassignment JJG IP HOLDINGS LLC CORRECTIVE ASSIGNMENT TO CORRECT THE ASSIGNEE NAME PREVIOUSLY RECORDED ON REEL 023536 FRAME 0311. ASSIGNOR(S) HEREBY CONFIRMS THE ASSIGNMENT. Assignors: GREEN, JOHN F, MENDRE, PETER A.
Publication of US20100131094A1 publication Critical patent/US20100131094A1/en
Priority to US14/259,584 priority patent/US9950346B2/en
Priority to US15/921,766 priority patent/US10328464B2/en
Priority to US16/410,246 priority patent/US11577279B2/en
Priority to US18/083,999 priority patent/US20230119149A1/en
Abandoned legal-status Critical Current

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    • 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
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61KPREPARATIONS FOR MEDICAL, DENTAL OR TOILETRY PURPOSES
    • A61K31/00Medicinal preparations containing organic active ingredients
    • A61K31/33Heterocyclic compounds
    • A61K31/395Heterocyclic compounds having nitrogen as a ring hetero atom, e.g. guanethidine or rifamycins
    • A61K31/495Heterocyclic compounds having nitrogen as a ring hetero atom, e.g. guanethidine or rifamycins having six-membered rings with two or more nitrogen atoms as the only ring heteroatoms, e.g. piperazine or tetrazines
    • A61K31/498Pyrazines or piperazines ortho- and peri-condensed with carbocyclic ring systems, e.g. quinoxaline, phenazine
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61KPREPARATIONS FOR MEDICAL, DENTAL OR TOILETRY PURPOSES
    • A61K47/00Medicinal preparations characterised by the non-active ingredients used, e.g. carriers or inert additives; Targeting or modifying agents chemically bound to the active ingredient
    • A61K47/06Organic compounds, e.g. natural or synthetic hydrocarbons, polyolefins, mineral oil, petrolatum or ozokerite
    • A61K47/08Organic compounds, e.g. natural or synthetic hydrocarbons, polyolefins, mineral oil, petrolatum or ozokerite containing oxygen, e.g. ethers, acetals, ketones, quinones, aldehydes, peroxides
    • A61K47/10Alcohols; Phenols; Salts thereof, e.g. glycerol; Polyethylene glycols [PEG]; Poloxamers; PEG/POE alkyl ethers
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61KPREPARATIONS FOR MEDICAL, DENTAL OR TOILETRY PURPOSES
    • A61K47/00Medicinal preparations characterised by the non-active ingredients used, e.g. carriers or inert additives; Targeting or modifying agents chemically bound to the active ingredient
    • A61K47/06Organic compounds, e.g. natural or synthetic hydrocarbons, polyolefins, mineral oil, petrolatum or ozokerite
    • A61K47/16Organic compounds, e.g. natural or synthetic hydrocarbons, polyolefins, mineral oil, petrolatum or ozokerite containing nitrogen, e.g. nitro-, nitroso-, azo-compounds, nitriles, cyanates
    • A61K47/18Amines; Amides; Ureas; Quaternary ammonium compounds; Amino acids; Oligopeptides having up to five amino acids
    • A61K47/183Amino acids, e.g. glycine, EDTA or aspartame
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61KPREPARATIONS FOR MEDICAL, DENTAL OR TOILETRY PURPOSES
    • A61K47/00Medicinal preparations characterised by the non-active ingredients used, e.g. carriers or inert additives; Targeting or modifying agents chemically bound to the active ingredient
    • A61K47/30Macromolecular organic or inorganic compounds, e.g. inorganic polyphosphates
    • A61K47/32Macromolecular compounds obtained by reactions only involving carbon-to-carbon unsaturated bonds, e.g. carbomers, poly(meth)acrylates, or polyvinyl pyrrolidone
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61KPREPARATIONS FOR MEDICAL, DENTAL OR TOILETRY PURPOSES
    • A61K47/00Medicinal preparations characterised by the non-active ingredients used, e.g. carriers or inert additives; Targeting or modifying agents chemically bound to the active ingredient
    • A61K47/30Macromolecular organic or inorganic compounds, e.g. inorganic polyphosphates
    • A61K47/36Polysaccharides; Derivatives thereof, e.g. gums, starch, alginate, dextrin, hyaluronic acid, chitosan, inulin, agar or pectin
    • A61K47/38Cellulose; Derivatives thereof
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61KPREPARATIONS FOR MEDICAL, DENTAL OR TOILETRY PURPOSES
    • A61K9/00Medicinal preparations characterised by special physical form
    • A61K9/0012Galenical forms characterised by the site of application
    • A61K9/0019Injectable compositions; Intramuscular, intravenous, arterial, subcutaneous administration; Compositions to be administered through the skin in an invasive manner
    • 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
    • B07C5/342Sorting according to other particular properties according to optical properties, e.g. colour
    • 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
    • B07C5/363Sorting apparatus characterised by the means used for distribution by means of air
    • B07C5/367Sorting apparatus characterised by the means used for distribution by means of air using a plurality of separation means
    • B07C5/368Sorting apparatus characterised by the means used for distribution by means of air using a plurality of separation means actuated independently
    • CCHEMISTRY; METALLURGY
    • C07ORGANIC CHEMISTRY
    • C07CACYCLIC OR CARBOCYCLIC COMPOUNDS
    • C07C51/00Preparation of carboxylic acids or their salts, halides or anhydrides
    • C07C51/41Preparation of salts of carboxylic acids
    • CCHEMISTRY; METALLURGY
    • C07ORGANIC CHEMISTRY
    • C07CACYCLIC OR CARBOCYCLIC COMPOUNDS
    • C07C65/00Compounds having carboxyl groups bound to carbon atoms of six—membered aromatic rings and containing any of the groups OH, O—metal, —CHO, keto, ether, groups, groups, or groups
    • C07C65/01Compounds having carboxyl groups bound to carbon atoms of six—membered aromatic rings and containing any of the groups OH, O—metal, —CHO, keto, ether, groups, groups, or groups containing hydroxy or O-metal groups
    • C07C65/105Compounds having carboxyl groups bound to carbon atoms of six—membered aromatic rings and containing any of the groups OH, O—metal, —CHO, keto, ether, groups, groups, or groups containing hydroxy or O-metal groups polycyclic
    • C07C65/11Compounds having carboxyl groups bound to carbon atoms of six—membered aromatic rings and containing any of the groups OH, O—metal, —CHO, keto, ether, groups, groups, or groups containing hydroxy or O-metal groups polycyclic with carboxyl groups on a condensed ring system containing two rings
    • CCHEMISTRY; METALLURGY
    • C07ORGANIC CHEMISTRY
    • C07DHETEROCYCLIC COMPOUNDS
    • C07D403/00Heterocyclic compounds containing two or more hetero rings, having nitrogen atoms as the only ring hetero atoms, not provided for by group C07D401/00
    • C07D403/02Heterocyclic compounds containing two or more hetero rings, having nitrogen atoms as the only ring hetero atoms, not provided for by group C07D401/00 containing two hetero rings
    • C07D403/12Heterocyclic compounds containing two or more hetero rings, having nitrogen atoms as the only ring hetero atoms, not provided for by group C07D401/00 containing two hetero rings linked by a chain containing hetero atoms as chain links
    • 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
    • B07C2501/0018Sorting the articles during free fall

Definitions

  • the invention relates to methods and apparatus for sorting heterogeneous material, and more particularly, to an automatic sorting systems for the identification and separation of such material.
  • One embodiment of the present invention provides a system for the identification and sorting of heterogeneous material, the system comprising: a hyperspectral identification system for capturing spectra of material; a computer receiving and analyzing data from the hyperspectral identification system and selecting materials of a first user defined category from the materials; and an ejection system, whereby the desired materials are ejected from the system.
  • hyperspectral identification system comprises at least one hyperspectral camera disposed proximate to a material intake port.
  • a further embodiment of the present invention provides such a system further comprising a conveyer to deliver the heterogeneous material to the system.
  • Yet another embodiment of the present invention provides such a system further comprising a receiving system, whereby the materials of a first user defined category are segregated and collected.
  • a yet further embodiment of the present invention provides such a system further comprising an array of lights disposed proximate to the hyperspectral identification system.
  • Even another embodiment of the present invention provides such a system wherein the lights have a wavelength suitable for hyperspectral imaging.
  • hyperspectral identification system is configured to collect spectral and spatial information from heterogeneous material entering the system, store the spectral and spatial information as images.
  • Still another embodiment of the present invention provides such a system wherein the computer comprises software configured to compare the images to images stored in a library of images.
  • a still further embodiment of the present invention provides such a system wherein the ejection system comprises a plurality of independently controlled air nozzles disposed beneath the material, and a blower hood disposed above the material, the blower hood providing a air current whereby the selected material is blown out of a discharge port.
  • Yet another embodiment of the present invention provides such a system wherein the heterogeneous materials comprise waste and recyclable materials.
  • a yet further embodiment of the present invention provides such a system wherein the computer can select a plurality of user defined materials.
  • Still yet another embodiment of the present invention provides such a system wherein the ejection system comprises a mechanical ejector.
  • a still yet further embodiment of the present invention provides such a system wherein the ejection system comprises a fluid jet.
  • Still even another embodiment of the present invention provides such a system wherein the fluid jet is a water jet.
  • One embodiment of the present invention provides a method for sorting heterogeneous material, the method comprising: generating hyperspectral images of the heterogeneous material; comparing the hyperspectral images of the heterogeneous material to hyperspectral images of known materials; physically isolating selected material from the heterogeneous material.
  • Another embodiment of the present invention provides such a method further comprising illuminating the heterogeneous material to optimize the hyperspectral images.
  • a further embodiment of the present invention provides such a method wherein the hyperspectral images comprise spectral and spatial data for articles within the heterogeneous material.
  • heterogeneous material comprises waste material and recyclable material in combination.
  • FIG. 1 is a front perspective drawing illustrating a system for the separation of heterogeneous material configured in accordance with one embodiment of the present invention.
  • FIG. 2 is a rear perspective drawing illustrating a system for the separation of heterogeneous material configured in accordance with one embodiment of the present invention.
  • FIG. 3 is a rear perspective drawing illustrating an optical scanner of a system for the separation of heterogeneous material configured in accordance with one embodiment of the present invention.
  • FIG. 4 is a side perspective drawing illustrating a blower hood configured for use in a system for the separation of heterogeneous material configured in accordance with one embodiment of the present invention.
  • FIG. 5 is a front perspective drawing illustrating a conveyer, air knife and ejector configured for use in a system for the separation of heterogeneous material configured in accordance with one embodiment of the present invention.
  • FIG. 6 is a bottom, exploded perspective drawing illustrating an air knife and ejector configured for use in a system for the separation of heterogeneous material configured in accordance with one embodiment of the present invention.
  • FIG. 7 is a top, exploded perspective drawing illustrating an air knife and ejector configured for use in a system for the separation of heterogeneous material configured in accordance with one embodiment of the present invention.
  • a system having a hyperspectral identification system and a positively sorted air ejector.
  • a conveyer 1 carries material to a identification camera enclosure 4 .
  • the identification camera enclosure 4 encloses a camera 6 disposed proximately to an array of lights 5 , highlighting the target area for the camera 6 .
  • the camera 6 is a hyperspectral camera. Hyperspectral cameras and sensors such as those employed in the one embodiment of the present invention collect and then combine spatial and spectral information as a set of ‘images’.
  • the camera 6 may be mounted on camera mounting brackets 10 .
  • Each image, thus generated, represents a range of the electromagnetic spectrum and is also known as a spectral band. These ‘images’ are then combined and form a three dimensional hyperspectral cube for processing and analysis.
  • Hyperspectral sensors also referred to as “imaging spectroscopy” look at objects using a vast portion of the electromagnetic spectrum. Certain objects leave unique ‘fingerprints’ across the electromagnetic spectrum. These ‘fingerprints’ are known as spectral signatures and enable identification of the materials that make up a scanned object. Identification systems, can compare the spectral “fingerprint” of a sample with an unknown composition to a known spectra from a library of known exemplars.
  • Hyperspectral cameras of one embodiment of the present invention utilize visible light, ultraviolet, and infrared spectral imaging that utilizes spatial information provided by the hyperspectral image.
  • Infrared is, in such an embodiment, the primary band utilized in identifying individual recyclable commodities encompassing sometimes a variety of spectral signatures including color for sorting and commodity segregation purposes.
  • embodiments of the present invention may be used in sorting heterogeneous materials in other fields including but not limited to agriculture, medicine, and industrial applications.
  • Hyperspectral data collected by the camera 6 , comprises a set of contiguous bands. In one embodiment of the present invention, this is collected by a single sensor, interfaced with an ejection method that resides within its field of vision and then used to select the desired item. This is in contrast to conventional multispectral techniques, where a set of optimally chosen spectral bands that are typically not contiguous and need to be collected from multiple sensors. This collection of spectral data is valuable in improving the accuracy of the identification, and is employed in various embodiments of the present invention.
  • a single sensor in one embodiment of the present invention, performs all the following tasks: Identify items searched for in a large area; searching for multiple items at the same time; identifying items by composition and color all with a higher degree of positive identification. Thus a single system may be programmed to sort all commodities required by a user.
  • One embodiment of the present invention provides a system equipped with Wedge Jet style high flow ejection air nozzles 17 and high speed real time computer interfaces thus providing an ejection method capable of propelling desired items into an elevated air conveyance system enabling multiple units to be orientated on a straight line.
  • a straight line orientation enables optical sorting systems to be installed in a smaller area with no vertical grade differential, thus enabling the simple retrofit of existing manual sorting lines with optical automatic sorters with minimal site work. Such an embodiment also enables new systems to be engineered into a much smaller footprint than existing traditional saw tooth designs which require elevation consideration.
  • a system design configured according to one embodiment of the present invention and illustrated in FIGS. 1 and 2 provides an accelerator rubber belt feed conveyor 1 of varying widths traveling at a rate of between 200 to 600 feet per minute.
  • a light bar system 5 shines a high intensity light down on the belt where the hyperspectral imaging camera 6 collects its data.
  • the camera 6 collects that data and feeds a high speed Lenox computer system or other suitable computer system 3 that has been programmed to receive this data and then provide output signals timed with the ejector nozzles 17 to eject desired product.
  • an air knife 2 that helps to levitate materials and decreases the likelihood of material lodging between the accelerator belt 1 and manifold ejector plate 14 .
  • the manifold ejection plate 12 houses the wedge jets 17 and enables those jets 17 to be directed to optimal lift.
  • the wedge jets 17 also referred to as vortex, Typhoon, Hurricane or Fixed Flow Air Nozzles are fast acting, resistant to plugging and deliver a high velocity directed air flow that then expands to an 8′′ diameter air flow.
  • a venturie effect delivered by this style ejection jet positively holds the ejected item within its air flow decreasing the likelihood of the item colliding with competitive items in the air and discouraging turbulence.
  • the additional force generated by these jets 17 propels the picked items into a receiving hood 7 area located above the accelerator belt 1 .
  • This receiving hood system 7 is fitted with a high velocity fan type blower 8 that then pushes the selected items toward the collection point 9 at a 90 degree angle.
  • the ejection system can be configured with at least one flipping lever or other mechanical device whereby desired material is pushed or otherwise segregated.
  • Negative materials not selected continue down the ejector plate 12 and are deposited on another accelerator conveyor (not shown) upon which non-selected materials move in series to additional optical system where another desired item can be sorted and removed from the waste stream.
  • each optical sorter may be deployed in line with the previous sorter in a very tight configuration with no change in elevation.
  • the evacuation fan within the collection hood also develops a venture effect that helps to draw light fractional items into its air stream enhancing the collection rate of ejected selected items.
  • An evacuation conveyor could also be positioned in this location and would deliver similar results.
  • a further embodiment provides an accelerator conveyor enabling the spreading out of materials, a hyperspectral imaging camera designed to positively identify about approximately 100% of the desired item (for example, a recyclable material or other component of a heterogeneous material), items, air nozzle cannons with fast acting solenoid air valves which react to information provided by imaging camera designed to lift desired fractional recyclable material.
  • a hyperspectral imaging camera designed to positively identify about approximately 100% of the desired item (for example, a recyclable material or other component of a heterogeneous material)
  • items for example, a recyclable material or other component of a heterogeneous material
  • air nozzle cannons with fast acting solenoid air valves which react to information provided by imaging camera designed to lift desired fractional recyclable material.
  • Yet another embodiment provides an air conveyance system which develops a Venturi effect drawing in the previously lifted desired items and evacuating those items to a holding bin.

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  • Health & Medical Sciences (AREA)
  • Chemical & Material Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Organic Chemistry (AREA)
  • Veterinary Medicine (AREA)
  • Epidemiology (AREA)
  • Pharmacology & Pharmacy (AREA)
  • Animal Behavior & Ethology (AREA)
  • General Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Medicinal Chemistry (AREA)
  • Engineering & Computer Science (AREA)
  • Oil, Petroleum & Natural Gas (AREA)
  • Chemical Kinetics & Catalysis (AREA)
  • General Chemical & Material Sciences (AREA)
  • Inorganic Chemistry (AREA)
  • Proteomics, Peptides & Aminoacids (AREA)
  • Dermatology (AREA)
  • Sorting Of Articles (AREA)
  • Processing Of Solid Wastes (AREA)

Abstract

A system is provided for the identification and separation of heterogeneous material, the system comprising: a hyperspectral identification system for capturing spectra of material; a computer receiving and analyzing data from the hyperspectral identification system and selecting desired materials from the heterogeneous materials; and an ejection system, whereby the desired materials are ejected from the system.

Description

    RELATED APPLICATIONS
  • This application claims the benefit of U.S. Provisional Application No. 61/115,771, filed Nov. 18, 2008. This application is herein incorporated by reference in its entirety for all purposes.
  • FIELD OF THE INVENTION
  • The invention relates to methods and apparatus for sorting heterogeneous material, and more particularly, to an automatic sorting systems for the identification and separation of such material.
  • BACKGROUND OF THE INVENTION
  • Recycling of post consumer and industrial material requires that composite materials be sorted and separated according to color, composition, shape, size, or any of several criteria. Such sorting has traditionally been done manually, wherein sorters visually identify objects to be sorted, and transfer them from one conveyer belt to another running parallel to the first. This is labor intensive and expensive. Automated systems have been developed to replace this traditional hand sorting. In such systems, materials are identified by conventional optical scanner and are transferred from a first conveyer by means of a mechanical or pneumatic force to a second conveyer. Such systems typically are imprecise in their sorting, allowing materials to be mixed, which must then be resorted before pelletization. This lack of precision is due both to the optical scanning mechanism, and the imprecise mechanical and pneumatic sorting mechanism.
  • Known optical sorting techniques carry materials on a conveyor or vibratory deck and then rely on air jet propulsion methods and or finger push methods that lift or push desired picked materials past an outboard barrier. Unselected items typically fall off the end of the optics conveyor or shaker deck and often dropped on a conveyor below that would transport that material to another optical system where the process occurs again. The selected ejected items that have been propelled either land on another belt or vibratory conveyor and deposited in a holding bunker often with some type of post sorting to qualify the material is correctly identified. Such a system requires extensive room, both horizontally and vertically to allow for conveyers and dropping of the materials.
  • What is needed therefore is a means for automated sorting heterogeneous material with high degrees of precision.
  • SUMMARY OF THE INVENTION
  • One embodiment of the present invention provides a system for the identification and sorting of heterogeneous material, the system comprising: a hyperspectral identification system for capturing spectra of material; a computer receiving and analyzing data from the hyperspectral identification system and selecting materials of a first user defined category from the materials; and an ejection system, whereby the desired materials are ejected from the system.
  • Another embodiment of the present invention provides such a system wherein the hyperspectral identification system comprises at least one hyperspectral camera disposed proximate to a material intake port.
  • A further embodiment of the present invention provides such a system further comprising a conveyer to deliver the heterogeneous material to the system.
  • Yet another embodiment of the present invention provides such a system further comprising a receiving system, whereby the materials of a first user defined category are segregated and collected.
  • A yet further embodiment of the present invention provides such a system further comprising an array of lights disposed proximate to the hyperspectral identification system.
  • Even another embodiment of the present invention provides such a system wherein the lights have a wavelength suitable for hyperspectral imaging.
  • An even further embodiment of the present invention provides such a system wherein the hyperspectral identification system is configured to collect spectral and spatial information from heterogeneous material entering the system, store the spectral and spatial information as images.
  • Still another embodiment of the present invention provides such a system wherein the computer comprises software configured to compare the images to images stored in a library of images.
  • A still further embodiment of the present invention provides such a system wherein the ejection system comprises a plurality of independently controlled air nozzles disposed beneath the material, and a blower hood disposed above the material, the blower hood providing a air current whereby the selected material is blown out of a discharge port.
  • Yet another embodiment of the present invention provides such a system wherein the heterogeneous materials comprise waste and recyclable materials.
  • A yet further embodiment of the present invention provides such a system wherein the computer can select a plurality of user defined materials.
  • Still yet another embodiment of the present invention provides such a system wherein the ejection system comprises a mechanical ejector.
  • A still yet further embodiment of the present invention provides such a system wherein the ejection system comprises a fluid jet.
  • Still even another embodiment of the present invention provides such a system wherein the fluid jet is a water jet.
  • One embodiment of the present invention provides a method for sorting heterogeneous material, the method comprising: generating hyperspectral images of the heterogeneous material; comparing the hyperspectral images of the heterogeneous material to hyperspectral images of known materials; physically isolating selected material from the heterogeneous material.
  • Another embodiment of the present invention provides such a method further comprising illuminating the heterogeneous material to optimize the hyperspectral images.
  • A further embodiment of the present invention provides such a method wherein the hyperspectral images comprise spectral and spatial data for articles within the heterogeneous material.
  • Even another embodiment of the present invention provides such a method wherein the heterogeneous material comprises waste material and recyclable material in combination.
  • The features and advantages described herein are not all-inclusive and, in particular, many additional features and advantages will be apparent to one of ordinary skill in the art in view of the drawings, specification, and claims. Moreover, it should be noted that the language used in the specification has been principally selected for readability and instructional purposes, and not to limit the scope of the inventive subject matter.
  • BRIEF DESCRIPTION OF THE DRAWINGS
  • FIG. 1 is a front perspective drawing illustrating a system for the separation of heterogeneous material configured in accordance with one embodiment of the present invention.
  • FIG. 2 is a rear perspective drawing illustrating a system for the separation of heterogeneous material configured in accordance with one embodiment of the present invention.
  • FIG. 3 is a rear perspective drawing illustrating an optical scanner of a system for the separation of heterogeneous material configured in accordance with one embodiment of the present invention.
  • FIG. 4 is a side perspective drawing illustrating a blower hood configured for use in a system for the separation of heterogeneous material configured in accordance with one embodiment of the present invention.
  • FIG. 5 is a front perspective drawing illustrating a conveyer, air knife and ejector configured for use in a system for the separation of heterogeneous material configured in accordance with one embodiment of the present invention.
  • FIG. 6 is a bottom, exploded perspective drawing illustrating an air knife and ejector configured for use in a system for the separation of heterogeneous material configured in accordance with one embodiment of the present invention.
  • FIG. 7 is a top, exploded perspective drawing illustrating an air knife and ejector configured for use in a system for the separation of heterogeneous material configured in accordance with one embodiment of the present invention.
  • DETAILED DESCRIPTION
  • In one embodiment of the present invention, a system is provided having a hyperspectral identification system and a positively sorted air ejector.
  • In one such embodiment, illustrated in FIGS. 1 and 2, a conveyer 1 carries material to a identification camera enclosure 4. The identification camera enclosure 4 encloses a camera 6 disposed proximately to an array of lights 5, highlighting the target area for the camera 6. In such a system, the camera 6 is a hyperspectral camera. Hyperspectral cameras and sensors such as those employed in the one embodiment of the present invention collect and then combine spatial and spectral information as a set of ‘images’. In one embodiment, illustrated in FIG. 3, the camera 6 may be mounted on camera mounting brackets 10.
  • Each image, thus generated, represents a range of the electromagnetic spectrum and is also known as a spectral band. These ‘images’ are then combined and form a three dimensional hyperspectral cube for processing and analysis.
  • Hyperspectral sensors also referred to as “imaging spectroscopy” look at objects using a vast portion of the electromagnetic spectrum. Certain objects leave unique ‘fingerprints’ across the electromagnetic spectrum. These ‘fingerprints’ are known as spectral signatures and enable identification of the materials that make up a scanned object. Identification systems, can compare the spectral “fingerprint” of a sample with an unknown composition to a known spectra from a library of known exemplars.
  • Hyperspectral cameras of one embodiment of the present invention, utilize visible light, ultraviolet, and infrared spectral imaging that utilizes spatial information provided by the hyperspectral image. Infrared is, in such an embodiment, the primary band utilized in identifying individual recyclable commodities encompassing sometimes a variety of spectral signatures including color for sorting and commodity segregation purposes. One skilled in the art will appreciate that embodiments of the present invention may be used in sorting heterogeneous materials in other fields including but not limited to agriculture, medicine, and industrial applications.
  • Hyperspectral data, collected by the camera 6, comprises a set of contiguous bands. In one embodiment of the present invention, this is collected by a single sensor, interfaced with an ejection method that resides within its field of vision and then used to select the desired item. This is in contrast to conventional multispectral techniques, where a set of optimally chosen spectral bands that are typically not contiguous and need to be collected from multiple sensors. This collection of spectral data is valuable in improving the accuracy of the identification, and is employed in various embodiments of the present invention. A single sensor, in one embodiment of the present invention, performs all the following tasks: Identify items searched for in a large area; searching for multiple items at the same time; identifying items by composition and color all with a higher degree of positive identification. Thus a single system may be programmed to sort all commodities required by a user.
  • One embodiment of the present invention provides a system equipped with Wedge Jet style high flow ejection air nozzles 17 and high speed real time computer interfaces thus providing an ejection method capable of propelling desired items into an elevated air conveyance system enabling multiple units to be orientated on a straight line.
  • A straight line orientation enables optical sorting systems to be installed in a smaller area with no vertical grade differential, thus enabling the simple retrofit of existing manual sorting lines with optical automatic sorters with minimal site work. Such an embodiment also enables new systems to be engineered into a much smaller footprint than existing traditional saw tooth designs which require elevation consideration. A system design configured according to one embodiment of the present invention and illustrated in FIGS. 1 and 2 provides an accelerator rubber belt feed conveyor 1 of varying widths traveling at a rate of between 200 to 600 feet per minute. A light bar system 5 shines a high intensity light down on the belt where the hyperspectral imaging camera 6 collects its data. The camera 6 collects that data and feeds a high speed Lenox computer system or other suitable computer system 3 that has been programmed to receive this data and then provide output signals timed with the ejector nozzles 17 to eject desired product. Immediately after the discharge of the accelerator conveyor 1 is disposed an air knife 2 that helps to levitate materials and decreases the likelihood of material lodging between the accelerator belt 1 and manifold ejector plate 14. The manifold ejection plate 12 houses the wedge jets 17 and enables those jets 17 to be directed to optimal lift. The wedge jets 17 also referred to as vortex, Typhoon, Hurricane or Fixed Flow Air Nozzles are fast acting, resistant to plugging and deliver a high velocity directed air flow that then expands to an 8″ diameter air flow. A venturie effect delivered by this style ejection jet positively holds the ejected item within its air flow decreasing the likelihood of the item colliding with competitive items in the air and discouraging turbulence. The additional force generated by these jets 17 propels the picked items into a receiving hood 7 area located above the accelerator belt 1. This receiving hood system 7 is fitted with a high velocity fan type blower 8 that then pushes the selected items toward the collection point 9 at a 90 degree angle. In an alternative embodiment, the ejection system can be configured with at least one flipping lever or other mechanical device whereby desired material is pushed or otherwise segregated. Negative materials not selected continue down the ejector plate 12 and are deposited on another accelerator conveyor (not shown) upon which non-selected materials move in series to additional optical system where another desired item can be sorted and removed from the waste stream. In such an embodiment, each optical sorter may be deployed in line with the previous sorter in a very tight configuration with no change in elevation. The evacuation fan within the collection hood also develops a venture effect that helps to draw light fractional items into its air stream enhancing the collection rate of ejected selected items. An evacuation conveyor could also be positioned in this location and would deliver similar results.
  • A further embodiment provides an accelerator conveyor enabling the spreading out of materials, a hyperspectral imaging camera designed to positively identify about approximately 100% of the desired item (for example, a recyclable material or other component of a heterogeneous material), items, air nozzle cannons with fast acting solenoid air valves which react to information provided by imaging camera designed to lift desired fractional recyclable material.
  • Yet another embodiment provides an air conveyance system which develops a Venturi effect drawing in the previously lifted desired items and evacuating those items to a holding bin.
  • The foregoing description of the embodiments of the invention has been presented for the purposes of illustration and description. It is not intended to be exhaustive or to limit the invention to the precise form disclosed. Many modifications and variations are possible in light of this disclosure. It is intended that the scope of the invention be limited not by this detailed description, but rather by the claims appended hereto.

Claims (18)

1. A system for the identification and sorting of heterogeneous material, the system comprising:
a hyperspectral identification system for capturing spectra of material;
a computer receiving and analyzing data from said hyperspectral identification system and selecting materials of a first user defined category from said materials; and
an ejection system, whereby said desired materials are ejected from said system.
2. The system according to claim 1 wherein said hyperspectral identification system comprises at least one hyperspectral camera disposed proximate to a material intake port.
3. The system according to claim 1, further comprising a conveyer to deliver said heterogeneous material to said system.
4. The system according to claim 1 further comprising a receiving system, whereby said materials of a first user defined category are segregated and collected.
5. The system according to claim 1 further comprising an array of lights disposed proximate to said hyperspectral identification system.
6. The system according to claim 5 wherein said lights have a wavelength suitable for hyperspectral imaging.
7. The system according to claim 1 wherein said hyperspectral identification system is configured to collect spectral and spatial information from heterogeneous material entering said system, store said spectral and spatial information as images.
8. The system according to claim 5 wherein said computer comprises software configured to compare said images to images stored in a library of images.
9. The system according to claim 1 wherein said ejection system comprises a plurality of independently controlled air nozzles disposed beneath said material, and a blower hood disposed above said material, said blower hood providing a air current whereby said selected material is blown out of a discharge port.
10. The system according to claim 1 wherein said heterogeneous materials comprise waste and recyclable materials.
11. The system according to claim 1 wherein said computer can select a plurality of user defined materials.
12. The system according to claim 1 wherein said ejection system comprises a mechanical ejector.
13. The system according to claim 1 wherein said ejection system comprises a fluid jet.
14. The system according to claim 13 wherein said fluid jet is a water jet.
15. A method for sorting heterogeneous material, said method comprising:
generating hyperspectral images of said heterogeneous material;
comparing said hyperspectral images of said heterogeneous material to hyperspectral images of known materials; physically isolating selected material from said heterogeneous material.
16. The method according to claim 15, further comprising illuminating said heterogeneous material to optimize said hyperspectral images.
17. The method according to claim 15 wherein said hyperspectral images comprise spectral and spatial data for articles within said heterogeneous material.
18. The method according to claim 15 wherein said heterogeneous material comprises waste material and recyclable material in combination.
US12/620,909 2008-11-18 2009-11-18 Method and apparatus for sorting heterogeneous material Abandoned US20100131094A1 (en)

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US12/620,909 US20100131094A1 (en) 2008-11-18 2009-11-18 Method and apparatus for sorting heterogeneous material
US14/259,584 US9950346B2 (en) 2008-11-18 2014-04-23 Method and apparatus for sorting recycled material
US15/921,766 US10328464B2 (en) 2008-11-18 2018-03-15 Method and apparatus for sorting heterogeneous material
US16/410,246 US11577279B2 (en) 2008-11-18 2019-05-13 Method and apparatus for sorting heterogeneous material
US18/083,999 US20230119149A1 (en) 2008-11-18 2022-12-19 Method and apparatus for sorting heterogeneous material

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US15/921,766 Active US10328464B2 (en) 2008-11-18 2018-03-15 Method and apparatus for sorting heterogeneous material
US16/410,246 Active 2031-02-22 US11577279B2 (en) 2008-11-18 2019-05-13 Method and apparatus for sorting heterogeneous material
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US16/410,246 Active 2031-02-22 US11577279B2 (en) 2008-11-18 2019-05-13 Method and apparatus for sorting heterogeneous material
US18/083,999 Pending US20230119149A1 (en) 2008-11-18 2022-12-19 Method and apparatus for sorting heterogeneous material

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Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
USD756419S1 (en) * 2014-05-09 2016-05-17 Satake Corporation Belt type optical sorter
US11136223B2 (en) * 2018-09-18 2021-10-05 AMP Robotics Corporation Vacuum extraction for material sorting applications
USD943652S1 (en) * 2020-02-27 2022-02-15 Satake Corporation Optical sorting machine
JP7514413B2 (en) 2020-03-05 2024-07-11 株式会社御池鐵工所 Waste sorting equipment

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CA2688805C (en) 2008-11-18 2013-07-02 John F. Green Method and apparatus for sorting heterogeneous material
EP3912737B1 (en) * 2020-05-22 2023-12-27 Inndeo Proyectos Industriales, S.L. System and method for sorting packaged products
CN114273260A (en) * 2022-02-16 2022-04-05 东北林业大学 All-round automatic sorting scanning equipment of irregular packing express delivery

Citations (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3802558A (en) * 1973-04-02 1974-04-09 Sortex North America Refuse sorting and transparency sorting
US5150307A (en) * 1990-10-15 1992-09-22 Automation Industrial Control, Inc. Computer-controlled system and method for sorting plastic items
US5848706A (en) * 1996-03-19 1998-12-15 Sortex Limited Sorting apparatus
US5862919A (en) * 1996-10-10 1999-01-26 Src Vision, Inc. High throughput sorting system
US20030132402A1 (en) * 2000-01-03 2003-07-17 Norbert Holl Camera system for editing documents
US20040159593A1 (en) * 2002-07-22 2004-08-19 Allen Paul C. Transportable plastics recovery system
US20050061716A1 (en) * 2003-09-24 2005-03-24 Centers Michael C. Separation system for single stream compressed recyclables
US20050080520A1 (en) * 2003-09-22 2005-04-14 Robert Kline Waste recovery and material handling process to replace the traditional trash transfer station and landfil by extracting reusable material and energy from joined refuse streams to include; office waste, dry waste, wet garbage and the special hazardous material handling of biological, chemical, and nuclear waste
US20050212200A1 (en) * 2002-01-11 2005-09-29 Busse/Sji Corporation Separator sheet handling assembly
US20060081514A1 (en) * 2004-08-10 2006-04-20 Kenny Garry R Materials recovery facility process optimization via unit operation feedback
US20060230787A1 (en) * 2004-11-12 2006-10-19 Lehman Richard L System for and method of batch analysis and optimization for glass manufacturing
US20070029233A1 (en) * 2005-08-08 2007-02-08 Huber Reinhold Method for detecting and sorting glass
US20070278139A1 (en) * 2004-03-02 2007-12-06 Qinetiq Limited Separating Device and Sorting Apparatus With Two-Dimensionals Array of Nozzles and Method of Sorting Objects
US20100121484A1 (en) * 2007-02-27 2010-05-13 Roda Iverica, S.L.U. System for the automatic selective separation of rotten citrus fruits
US20100185319A1 (en) * 2004-01-12 2010-07-22 Titech Gmbh Device and Method for Separating Bulk Material

Family Cites Families (24)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4344539A (en) * 1978-05-05 1982-08-17 Lockett James F Universal sorting apparatus
US5134291A (en) 1991-04-30 1992-07-28 The Dow Chemical Company Method for sorting used plastic containers and the like
CA2086773A1 (en) 1992-01-08 1993-07-09 Richard L. Mayhak Debagger/sorter machine
US6060677A (en) 1994-08-19 2000-05-09 Tiedemanns-Jon H. Andresen Ans Determination of characteristics of material
DK0868215T3 (en) * 1995-12-01 2002-05-06 Baker Hughes Inc Method and apparatus for controlling and monitoring a continuous supply centrifuge
US6003681A (en) 1996-06-03 1999-12-21 Src Vision, Inc. Off-belt stabilizing system for light-weight articles
US6008492A (en) 1996-10-23 1999-12-28 Slater; Mark Hyperspectral imaging method and apparatus
EP1299216A1 (en) 2000-07-10 2003-04-09 Der Grüne Punkt - Duales System Deutschland AG Process and installation for separating plastics, according to type, from recycled plastic mixtures
US6646264B1 (en) 2000-10-30 2003-11-11 Monsanto Technology Llc Methods and devices for analyzing agricultural products
US6639665B2 (en) * 2001-02-09 2003-10-28 Institute For Technology Development Multispectral imaging system for contaminant detection
ES2391347T3 (en) 2001-04-27 2012-11-23 Mars, Incorporated Beverage apparatus for making drinks with foam
WO2003061858A1 (en) 2002-01-16 2003-07-31 Titech Visionsort As Method and apparatus for identifying and sorting objects
GB0322043D0 (en) * 2003-09-20 2003-10-22 Qinetiq Ltd Apparatus for,and method of,classifying objects in waste stream
DE10346768A1 (en) 2003-10-06 2005-04-21 Zimmer Ag Method for automatic analysis of polymer-containing waste and automatic analyzer for this purpose
US7264124B2 (en) 2003-11-17 2007-09-04 Casella Waste Systems, Inc. Systems and methods for sorting recyclables at a material recovery facility
US7591101B2 (en) * 2004-08-26 2009-09-22 Monsanto Technology Llc Automated seed sampler and methods of sampling, testing and bulking seeds
WO2006054154A1 (en) 2004-11-17 2006-05-26 De Beers Consolidated Mines Limited An apparatus for and method of sorting objects using reflectance spectroscopy
CA2642722A1 (en) * 2006-02-16 2007-08-30 Clean Earth Technologies, Llc Method for spectral data classification and detection in diverse lighting conditions
EP2001609A4 (en) 2006-04-04 2011-12-07 6511660 Canada Inc System and method for identifying and sorting material
FR2905613B1 (en) * 2006-09-11 2008-11-14 Veolia Proprete Sa SEQUENTIAL SELECTIVE SORTING METHOD AND INSTALLATION FOR ITS IMPLEMENTATION
US8177069B2 (en) * 2007-01-05 2012-05-15 Thomas A. Valerio System and method for sorting dissimilar materials
US8126213B2 (en) 2007-09-27 2012-02-28 The United States Of America As Represented By The Secretary Of Agriculture Method and system for wholesomeness inspection of freshly slaughtered chickens on a processing line
WO2009094618A1 (en) 2008-01-25 2009-07-30 President And Fellows Of Harvard College System and method for cross-talk correction
CA2688805C (en) 2008-11-18 2013-07-02 John F. Green Method and apparatus for sorting heterogeneous material

Patent Citations (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3802558A (en) * 1973-04-02 1974-04-09 Sortex North America Refuse sorting and transparency sorting
US5150307A (en) * 1990-10-15 1992-09-22 Automation Industrial Control, Inc. Computer-controlled system and method for sorting plastic items
US5848706A (en) * 1996-03-19 1998-12-15 Sortex Limited Sorting apparatus
US5862919A (en) * 1996-10-10 1999-01-26 Src Vision, Inc. High throughput sorting system
US20030132402A1 (en) * 2000-01-03 2003-07-17 Norbert Holl Camera system for editing documents
US20050212200A1 (en) * 2002-01-11 2005-09-29 Busse/Sji Corporation Separator sheet handling assembly
US20040159593A1 (en) * 2002-07-22 2004-08-19 Allen Paul C. Transportable plastics recovery system
US20050080520A1 (en) * 2003-09-22 2005-04-14 Robert Kline Waste recovery and material handling process to replace the traditional trash transfer station and landfil by extracting reusable material and energy from joined refuse streams to include; office waste, dry waste, wet garbage and the special hazardous material handling of biological, chemical, and nuclear waste
US20050061716A1 (en) * 2003-09-24 2005-03-24 Centers Michael C. Separation system for single stream compressed recyclables
US20100185319A1 (en) * 2004-01-12 2010-07-22 Titech Gmbh Device and Method for Separating Bulk Material
US20070278139A1 (en) * 2004-03-02 2007-12-06 Qinetiq Limited Separating Device and Sorting Apparatus With Two-Dimensionals Array of Nozzles and Method of Sorting Objects
US20060081514A1 (en) * 2004-08-10 2006-04-20 Kenny Garry R Materials recovery facility process optimization via unit operation feedback
US20060230787A1 (en) * 2004-11-12 2006-10-19 Lehman Richard L System for and method of batch analysis and optimization for glass manufacturing
US20070029233A1 (en) * 2005-08-08 2007-02-08 Huber Reinhold Method for detecting and sorting glass
US20100121484A1 (en) * 2007-02-27 2010-05-13 Roda Iverica, S.L.U. System for the automatic selective separation of rotten citrus fruits

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
USD756419S1 (en) * 2014-05-09 2016-05-17 Satake Corporation Belt type optical sorter
US11136223B2 (en) * 2018-09-18 2021-10-05 AMP Robotics Corporation Vacuum extraction for material sorting applications
US11702322B2 (en) 2018-09-18 2023-07-18 AMP Robotics Corporation Vacuum extraction for material sorting applications
USD943652S1 (en) * 2020-02-27 2022-02-15 Satake Corporation Optical sorting machine
JP7514413B2 (en) 2020-03-05 2024-07-11 株式会社御池鐵工所 Waste sorting equipment

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US9950346B2 (en) 2018-04-24
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US10328464B2 (en) 2019-06-25
US20230119149A1 (en) 2023-04-20
US20190262866A1 (en) 2019-08-29
US20140244027A1 (en) 2014-08-28
US11577279B2 (en) 2023-02-14

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