WO2021167768A1 - Method and system for inspection of products - Google Patents
Method and system for inspection of products Download PDFInfo
- Publication number
- WO2021167768A1 WO2021167768A1 PCT/US2021/015645 US2021015645W WO2021167768A1 WO 2021167768 A1 WO2021167768 A1 WO 2021167768A1 US 2021015645 W US2021015645 W US 2021015645W WO 2021167768 A1 WO2021167768 A1 WO 2021167768A1
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- product
- cameras
- inspection path
- inspection
- camera
- 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.)
- Ceased
Links
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/84—Systems specially adapted for particular applications
- G01N21/88—Investigating the presence of flaws or contamination
- G01N21/8851—Scan or image signal processing specially adapted therefor, e.g. for scan signal adjustment, for detecting different kinds of defects, for compensating for structures, markings, edges
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/84—Systems specially adapted for particular applications
- G01N21/88—Investigating the presence of flaws or contamination
- G01N21/95—Investigating the presence of flaws or contamination characterised by the material or shape of the object to be examined
- G01N21/9508—Capsules; Tablets
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/0002—Inspection of images, e.g. flaw detection
- G06T7/0004—Industrial image inspection
- G06T7/001—Industrial image inspection using an image reference approach
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/84—Systems specially adapted for particular applications
- G01N21/88—Investigating the presence of flaws or contamination
- G01N21/8851—Scan or image signal processing specially adapted therefor, e.g. for scan signal adjustment, for detecting different kinds of defects, for compensating for structures, markings, edges
- G01N2021/8887—Scan or image signal processing specially adapted therefor, e.g. for scan signal adjustment, for detecting different kinds of defects, for compensating for structures, markings, edges based on image processing techniques
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/84—Systems specially adapted for particular applications
- G01N21/88—Investigating the presence of flaws or contamination
- G01N21/95—Investigating the presence of flaws or contamination characterised by the material or shape of the object to be examined
- G01N21/956—Inspecting patterns on the surface of objects
- G01N21/95607—Inspecting patterns on the surface of objects using a comparative method
- G01N2021/95615—Inspecting patterns on the surface of objects using a comparative method with stored comparision signal
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30108—Industrial image inspection
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30108—Industrial image inspection
- G06T2207/30164—Workpiece; Machine component
Definitions
- Embodiments of the present disclosure generally relate to a method and system for product inspection, and more particularly to a method and system for the inspection of drug and supplement delivery products such as tablets, capsules, pills, caplets, and softgels.
- Tablets, capsules, pills, caplets, and other products to aid the ingestion of medications, supplements, or other drugs to users are commonplace.
- preparation of these devices there is an entire segment of the pharmaceutical industry focused on the preparation of the substances composing these devices, the formation of the substance into the device, and inspection of the resulting devices.
- inspections may be done for quality assurance or as a requirement of government or industry regulations.
- devices for the inspection of tablets, pills, capsules, caplets, and the like are separate from the machines used to fabricate these products.
- inspection machines are too large to place in the same room as the machinery (e.g., tablet press) used to fabricate the products.
- the machinery e.g., tablet press
- many of these products are not inspected unless required, even if inspection could prove useful for manufacturing facility operation.
- the products are moved to another room dedicated to that purpose, which in some cases is an inspection-dedicated room in another building, requiring product transport.
- Embodiments of the disclosure generally include a system for inspection including a product dispenser configured to dispense a product of a serially dispensed plurality of products along an inspection path and a plurality of cameras positioned about, and having a field of view including, the inspection path such that each of the plurality of cameras simultaneously capture an image of the product, such that each surface of the product is captured in at least one of the simultaneously captured images.
- the system further includes a processing system comprising a memory and a processor containing computer readable instructions for aggregating the simultaneously captured images of the product into a single file, parsing the single file to extracting physical features of the product, and comparing the physical features of the product to physical features of a product standard to create a comparison file.
- Embodiments of the disclosure generally include a method for inspection including dispensing a product from a product dispenser, along an inspection path, positioning a plurality of cameras about, and optically coupled to, the inspection path, and capturing multiple images of the product substantially simultaneously with each camera of the plurality of cameras, such that each surface of the product is captured in at least one of the multiple images.
- the method further includes aggregating the multiple images of the product into a single file, parsing the single file to extracting physical features of the product, and comparing the physical features of the product to physical features of a tablet standard to create a comparison file.
- Figure 1 a perspective view of a system for product inspection according to disclosed embodiments.
- Figure 2 depicts a method for product inspection according to disclosed embodiments.
- Embodiments of the present disclosure are directed to a system and method for the inspection of products, such as tablets, pills, capsules, caplets, softgels, and other discreet units of medication that may be ingested by a user.
- products such as tablets, pills, capsules, caplets, softgels, and other discreet units of medication that may be ingested by a user.
- ‘medication’ or ‘medicinal’ is not meant to be limiting, as any substance intended for ingestion that may be formed into a discrete unit of consumption may be used with the disclosed systems and methods.
- supplements vitamins, candy, nootropics, or other drugs or substances that may be formed to discrete consumption units may be inspected with the systems and methods disclosed herein.
- other types of products may be so inspected, including non-consumables such as parts intended for assembly into larger products, as well as entirely formed products of any material.
- medical devices such as hypodermic needles, ampules, stents (or stent components), stethoscope components; machinery, automotive, and/or electronic components; food components and/or products; agricultural components and/or products; or other discrete component or assembly, may be inspected by systems and methods disclosed herein.
- Embodiments disclosed herein include a dispenser for serially dispensing a product for inspection along an inspection path that is defined by a travel trajectory of the dispensed product. Disposed about the inspection path is an array of cameras, each synchronized to simultaneously capture an image of the product such that the combination of the images captures the entire surface of the products. To facilitate compactness of the camera array are one or more mirrors disposed along the inspection path to enable a plurality of the cameras to be grouped together such that one or more of the plurality of cameras capture the product image via the one or more mirrors.
- one or more inspection illuminators may be disposed along the inspection path, illuminating the product as the cameras capture the images of the products.
- the illuminators and cameras may be configured to use visible light to capture product images, while in other embodiments, different wavelengths may be used (e.g., ultraviolet, infrared) to capture potential surface anomalies of the product as it passes along the inspection path. In other embodiments, the illuminators and cameras may be configured to use multiple wavelength types.
- the inspection system may be placed within the same room as the product fabrication equipment, enabling real-time inspection of products by a single operator.
- This enables a number of benefits, including early detection of product flaws (i.e. chipped or cracked tablets, faults in tablet coating, and the like) to prevent further production of faulty product; reduction in operational personnel as production and inspection can be operated by the same person; higher quality factory output as all products may be inspected in real time as opposed to limited inspection of prior approaches based on regulation.
- Figure 1 depicts a perspective view of a system 100 for product inspection according to disclosed embodiments.
- System 100 includes a product fabricator 110 for the creation of products 190.
- product fabricator is a tablet press, while other embodiments include fabrication systems for capsules, pills, caplets, softgels, or other discrete units of medication or supplements.
- a product dispenser 120 that is configured to serially dispense products 190 along an inspection path 130.
- the product dispenser 120 receives products from the product fabricator 110 and arranges each of the products into a single file so that they may be dispensed one-by-one to the inspection path 130.
- product dispenser 120 includes a vacuum 122 and hopper 124 to facilitate serial dispensation of the products on the inspection path 130.
- the inspection path 130 is only defined by the travel trajectory of the dispensed product and not physically defined by any structure, while in other embodiments inspection path 130 may be physically defined by a tube having a rectangular, circular, triangular, polygonal, or other cross section, of a transparent material such as glass or plastic, silicon, quartz, or other material transparent to a light wavelength employed by cameras and illuminators described below.
- the tube if present, may physically define all sides of the inspection path 130, and in some embodiments may define one or more surfaces of the inspection path 130.
- the tube may be inclined at an angle to enable the product to travel through the tube, and in some embodiments is vertically inclined.
- System 100 further includes an array of cameras, the array including a top view camera 140, side view cameras 150, and a bottom view camera 160, disposed about the inspection path.
- Each camera of the array of cameras is positioned to capture at least a portion of the surface of the product, with the array of cameras capable of imaging the entire surface of the product.
- the cameras may be positioned to reduce the space taken up by the camera array.
- top view camera 140 may be placed with side view cameras 15 as a group, with the bottom view camera being placed separately from the top view camera 140 and side view camera 150 group.
- one or more side view mirrors 140 may be placed so that cameras positioned in a group may be optically coupled to other surfaces of the product 190 than to which a particular camera may be facing.
- Figure 1 shows the top view camera 140 and side view cameras 150 positioned together above the inspection path 130.
- side view mirrors 170 may optically couple the side view cameras 150 so that they may capture images of the sides of the product 190 as it travels along the inspection path.
- Figures 1 and 2 show the top view camera 140 and side view cameras 150 positioned above the inspection path 190, and bottom view camera positioned below, the cameras may be positioned in any location about the inspection path so that as a group the cameras capture the entirety of the surface of the product. In total, the multiple images captured by the cameras provide imagery for the entire surface of the product 190. For flexibility in positioning, one or more cameras may be positioned in any convenient location and coupled to the inspection path 190 via one or more side view mirrors 170. In embodiments, an actuator (not shown) may be positioned at one of the product fabricator 110, the dispenser 120, or the inspection path 130 to trigger the cameras to capture images of the product 190.
- System 100 may further include one or more illuminators 180 positioned about the inspection path 130 to illuminate the product 190 as the cameras are capturing images.
- illuminators 180 may be configured to emit human-visible wavelengths of light to allow for surface inspection of the product 180, while in other embodiments different wavelengths may be utilized.
- infrared or ultraviolet wavelengths may be used to cause particular features of a surface of the product 190 to become visible to appropriately configured cameras, while in other embodiments x-ray wavelengths may be used to inspect internal features of the product 190 as well as surface features.
- System 100 further includes a processing system 195 (not shown) that receives images of the product 190 captured by the cameras.
- the processing system 195 aggregates the images from the cameras to a single file, parses the single file to extract the physical features of the product 190.
- the extracted physical features of the product may be compared to a standard of the product 190, with any differences between the product 190 and the standard being displayed to a user and/or stored for further review and analysis.
- Figure 2 depicts a method 200 for the inspection of a product 190.
- a product fabricator 110 fabricates a product 190, providing the product to a dispenser 120.
- the product fabricator 110 includes at least one of a tablet press and a tablet deduster.
- the dispenser 120 serially dispenses a plurality of products, one at a time, providing the product 190 to an inspection path 130.
- the inspection path 130 may be a path through space in which the product 190 travels, while in other embodiments is defined by a physical material encompassing one or more sides of the inspection path130.
- a plurality of cameras is positioned about and optically coupled to the inspection path 130.
- the plurality of cameras includes a top view camera 140, side view cameras 150, and a bottom view camera 160.
- the cameras are positioned such that a plurality of cameras are positioned approximately opposite a single camera of the plurality of cameras, about the inspection path 130.
- one or more side view mirrors 170 may be positioned to optically couple at least one of the plurality of cameras to the inspection path 130.
- multiple images of the product 190 are captured substantially simultaneously with each camera of the plurality of cameras, such that each surface of the product 190 is captured in at least one of the multiple images.
- the multiple images of the product 190 are aggregated into a single file, while at 330 the single file is parsed to extract physical features of the product 190.
- the physical features of the product 190 are compared to physical features of a product standard, to create a comparison file.
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- Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Physics & Mathematics (AREA)
- Immunology (AREA)
- Health & Medical Sciences (AREA)
- Biochemistry (AREA)
- General Health & Medical Sciences (AREA)
- Chemical & Material Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Pathology (AREA)
- Analytical Chemistry (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Quality & Reliability (AREA)
- Theoretical Computer Science (AREA)
- Signal Processing (AREA)
- Investigating Materials By The Use Of Optical Means Adapted For Particular Applications (AREA)
- Analysing Materials By The Use Of Radiation (AREA)
Abstract
Description
Claims
Priority Applications (4)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP2022549417A JP7486592B2 (en) | 2020-02-21 | 2021-01-29 | Method and system for product inspection - Patents.com |
| KR1020227028598A KR20220126771A (en) | 2020-02-21 | 2021-01-29 | Methods and systems for inspection of products |
| CN202180012158.9A CN115053123A (en) | 2020-02-21 | 2021-01-29 | Method and system for inspecting a product |
| EP21756366.7A EP4107516A4 (en) | 2020-02-21 | 2021-01-29 | Method and system for inspection of products |
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US202062979511P | 2020-02-21 | 2020-02-21 | |
| US62/979,511 | 2020-02-21 |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| WO2021167768A1 true WO2021167768A1 (en) | 2021-08-26 |
Family
ID=77366925
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| PCT/US2021/015645 Ceased WO2021167768A1 (en) | 2020-02-21 | 2021-01-29 | Method and system for inspection of products |
Country Status (6)
| Country | Link |
|---|---|
| US (1) | US11733178B2 (en) |
| EP (1) | EP4107516A4 (en) |
| JP (1) | JP7486592B2 (en) |
| KR (1) | KR20220126771A (en) |
| CN (1) | CN115053123A (en) |
| WO (1) | WO2021167768A1 (en) |
Families Citing this family (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US12106468B2 (en) * | 2019-10-02 | 2024-10-01 | Prospection Solutions, LLC | Foreign material inspection system |
| US12254383B2 (en) * | 2021-03-30 | 2025-03-18 | Accenture Global Solutions Limited | Intelligent real-time defect prediction, detection, and AI driven automated correction solution |
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2021
- 2021-01-29 US US17/162,792 patent/US11733178B2/en active Active
- 2021-01-29 WO PCT/US2021/015645 patent/WO2021167768A1/en not_active Ceased
- 2021-01-29 JP JP2022549417A patent/JP7486592B2/en active Active
- 2021-01-29 EP EP21756366.7A patent/EP4107516A4/en active Pending
- 2021-01-29 CN CN202180012158.9A patent/CN115053123A/en active Pending
- 2021-01-29 KR KR1020227028598A patent/KR20220126771A/en not_active Ceased
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| JP2000171409A (en) * | 1998-12-02 | 2000-06-23 | Ntt Fanet Systems Corp | Appearance inspection method and device |
| JP2005227257A (en) * | 2004-01-16 | 2005-08-25 | Nakagami Corporation:Kk | Peripheral surface inspection device for cylindrical containers |
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Also Published As
| Publication number | Publication date |
|---|---|
| US20210262945A1 (en) | 2021-08-26 |
| JP2023514313A (en) | 2023-04-05 |
| JP7486592B2 (en) | 2024-05-17 |
| KR20220126771A (en) | 2022-09-16 |
| EP4107516A1 (en) | 2022-12-28 |
| EP4107516A4 (en) | 2024-04-03 |
| CN115053123A (en) | 2022-09-13 |
| US11733178B2 (en) | 2023-08-22 |
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