WO2017135772A1 - 검사부의 이상 여부를 검증하는 방법, 검사대 및 검사 시스템 - Google Patents
검사부의 이상 여부를 검증하는 방법, 검사대 및 검사 시스템 Download PDFInfo
- Publication number
- WO2017135772A1 WO2017135772A1 PCT/KR2017/001253 KR2017001253W WO2017135772A1 WO 2017135772 A1 WO2017135772 A1 WO 2017135772A1 KR 2017001253 W KR2017001253 W KR 2017001253W WO 2017135772 A1 WO2017135772 A1 WO 2017135772A1
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- WIPO (PCT)
- Prior art keywords
- inspection
- unit
- inspection unit
- height
- verification
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Classifications
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- 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
-
- 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
-
- H—ELECTRICITY
- H05—ELECTRIC TECHNIQUES NOT OTHERWISE PROVIDED FOR
- H05K—PRINTED CIRCUITS; CASINGS OR CONSTRUCTIONAL DETAILS OF ELECTRIC APPARATUS; MANUFACTURE OF ASSEMBLAGES OF ELECTRICAL COMPONENTS
- H05K13/00—Apparatus or processes specially adapted for manufacturing or adjusting assemblages of electric components
- H05K13/08—Monitoring manufacture of assemblages
- H05K13/081—Integration of optical monitoring devices in assembly lines; Processes using optical monitoring devices specially adapted for controlling devices or machines in assembly lines
- H05K13/0815—Controlling of component placement on the substrate during or after manufacturing
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01B—MEASURING LENGTH, THICKNESS OR SIMILAR LINEAR DIMENSIONS; MEASURING ANGLES; MEASURING AREAS; MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
- G01B11/00—Measuring arrangements characterised by the use of optical techniques
- G01B11/02—Measuring arrangements characterised by the use of optical techniques for measuring length, width or thickness
- G01B11/06—Measuring arrangements characterised by the use of optical techniques for measuring length, width or thickness for measuring thickness ; e.g. of sheet material
- G01B11/0608—Height gauges
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01M—TESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
- G01M11/00—Testing of optical apparatus; Testing structures by optical methods not otherwise provided for
- G01M11/02—Testing optical properties
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01M—TESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
- G01M11/00—Testing of optical apparatus; Testing structures by optical methods not otherwise provided for
- G01M11/02—Testing optical properties
- G01M11/06—Testing the alignment of vehicle headlight devices
-
- 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
- G01N21/01—Arrangements or apparatus for facilitating the optical investigation
-
- 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
- G01N21/01—Arrangements or apparatus for facilitating the optical investigation
- G01N21/13—Moving of cuvettes or solid samples to or from the investigating station
-
- 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
-
- 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
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/70—Determining position or orientation of objects or cameras
- G06T7/73—Determining position or orientation of objects or cameras using feature-based methods
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/80—Analysis of captured images to determine intrinsic or extrinsic camera parameters, i.e. camera calibration
-
- H—ELECTRICITY
- H05—ELECTRIC TECHNIQUES NOT OTHERWISE PROVIDED FOR
- H05K—PRINTED CIRCUITS; CASINGS OR CONSTRUCTIONAL DETAILS OF ELECTRIC APPARATUS; MANUFACTURE OF ASSEMBLAGES OF ELECTRICAL COMPONENTS
- H05K13/00—Apparatus or processes specially adapted for manufacturing or adjusting assemblages of electric components
- H05K13/08—Monitoring manufacture of assemblages
- H05K13/089—Calibration, teaching or correction of mechanical systems, e.g. of the mounting head
-
- 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
- G01N2021/95638—Inspecting patterns on the surface of objects for PCB's
-
- 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
- G01N2021/95638—Inspecting patterns on the surface of objects for PCB's
- G01N2021/95646—Soldering
-
- 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
- G06T2207/30141—Printed circuit board [PCB]
Definitions
- the present invention relates to a method, an inspection table and an inspection system for verifying whether an inspection unit is abnormal.
- At least one printed circuit board is provided in an electronic device, and various circuit elements such as a circuit pattern, a connection pad part, and a driving chip electrically connected to the connection pad part are provided on the printed circuit board. It is mounted.
- PCB printed circuit board
- BACKGROUND Mounting boards in which electronic components are mounted on a printed circuit board are used in various electronic products.
- Such a mounting substrate is manufactured by applying lead to a pad region of a bare substrate and then coupling terminals of an electronic component to a lead coating region.
- the board inspection system is a solder paste inspection (SPI) process that checks whether the lead is properly applied to the pad area of the printed circuit board before the electronic component is mounted on the printed circuit board, or the electronic component is printed on the printed circuit board. After mounting on the PCB, an automated optical inspection (AOI) process is performed to detect various types of defects as to whether or not the electronic components are properly soldered to the printed circuit board.
- SPI solder paste inspection
- AOI automated optical inspection
- a user checks an inspection result of an inspection object, and if an inspection result is bad, the substrate inspection system is stopped, a calibration target is mounted on a work stage, and then the substrate inspection system is calibrated. For this reason, there is a problem in that the printed circuit board is not manufactured properly as a product because the user does not know whether the inspection performance is reduced until the confirmation.
- the present invention provides a method, an inspection table, and an inspection system for verifying an abnormality of an inspection unit capable of inspecting whether an inspection object is defective.
- a method for verifying an abnormality of an inspection unit capable of inspecting whether an inspection object is defective in an inspection system includes providing a verification reference body formed on a frame attached to the inspection system; Positioning the inspection unit on the verification reference body; acquiring image data of the verification reference body through the inspection unit; extracting a moving error and a height error of the inspection unit from the image data; Verifying whether there is an abnormality, and generating a verification result indicating whether the inspection unit is abnormal.
- the verification reference body may include a flat plate including a flat area that may indicate a height reference and a gray level, at least two physical markers disposed around the flat area, and the flat area of the flat area. And a height marker disposed at a periphery, and verifying whether the inspection unit has an abnormality includes extracting a movement error of the inspection unit from image data of the at least two physical markers; And extracting a height error of the inspection unit from the image data.
- the verification reference body a flat plate including at least two fiducial markers, a flat plate area indicating the height reference, and defined by the at least two fiducial markers, and the periphery of the flat plate area
- checking the abnormality of the inspection unit extracting a movement error of the inspection unit from the image data of the at least two physical markers, and the image of the flat plate or the height marker. Extracting a height error of the inspection unit from the data.
- the plate represents a height reference for verifying the accuracy of the height of the inspection unit.
- the at least two physical markers represent at least two positions for verifying the accuracy of the movement of the inspection unit.
- the height marker indicates a preset height for verifying the accuracy of the height measurement of the inspection unit.
- the extracting of the movement error of the inspection unit may include detecting positions of the at least two physical markers from image data of the at least two physical markers, and extracting the at least two physical markers. And comparing the detected reference position with respect to the detected reference position for verifying whether the inspection unit is abnormal.
- the extracting of the height error of the inspector may include detecting a height of the height marker by using image data of the flat plate or the height marker, detecting a height of the height marker, and detecting the height of the height marker. Comparing the heights to verify the abnormality of the inspection unit.
- the step of positioning the inspection unit on the verification reference body the step of positioning the inspection unit on the verification reference body based on the inspection failure rate of the inspection unit.
- the method may further include calibrating the inspection unit based on the verification result to correct the abnormality of the inspection unit.
- the inspection table for verifying the abnormality of the inspection unit capable of inspecting whether the inspection object is defective in the inspection system the frame attachable to the inspection system, and the verification reference body formed on the frame
- the verification reference body comprises: a flat plate comprising a flat plate area capable of indicating a reference of height and a gray level, at least two fiducial markers disposed around the flat plate area, and a flat plate area around the flat plate area. It includes a height marker disposed.
- the inspection table for verifying the abnormality of the inspection unit capable of inspecting whether the inspection object is defective in the inspection system the frame attachable to the inspection system, and the verification reference body formed on the frame
- the verification reference body includes a plate including at least two fiducial markers and a height plate, the plate including a plate area defined by the at least two fiducial markers, and disposed around the plate area. Include height markers.
- the plate represents a height criterion for verifying the accuracy of the height of the inspection unit.
- the at least two physical markers represent at least two positions for verifying the accuracy of the movement of the inspection unit.
- the verification reference body is disposed in the recess of the frame.
- the inspection table further comprises a cover configured to open and close the verification reference body disposed in the recess, and a driving unit for moving the cover relative to the verification reference body to open and close the verification reference body. do.
- the driving unit includes a rotation driving unit for rotating the cover to open and close the verification reference body.
- the driving unit includes a slide driving unit for sliding the cover to open and close the verification reference body.
- the inspection table is disposed in the frame, the inspection table further includes a reflector for verifying the abnormality of the light source for generating light in the inspection unit.
- the reflector has a convex curve shape.
- the reflector has a concave curve shape.
- an inspection system includes an inspection unit capable of inspecting whether an inspection object is defective, an inspection table according to another embodiment, and the inspection unit positioned on the verification reference body, and through the inspection unit. And a controller configured to obtain image data of the verification reference body, verify whether the inspection unit is abnormal, and generate a verification result indicating whether the inspection unit is abnormal.
- control unit positions the inspection unit on the verification reference body based on the inspection failure rate of the inspection object by the inspection unit.
- the controller is configured to calibrate the inspection unit based on the verification result to correct the abnormality of the inspection unit.
- the present invention it is possible to automatically determine whether or not the inspection performance of the inspection system is reduced, without relying only on the user's empirical knowledge, thereby improving the yield by reducing the production of the inspection object that is not properly inspected into a product.
- FIG. 1 is a view schematically showing the configuration of an inspection system according to an embodiment of the present invention.
- FIG. 2 is an explanatory diagram schematically showing a configuration of an inspection unit according to an embodiment of the present invention.
- FIG. 3 is a perspective view schematically showing the configuration of the inspection table according to an embodiment of the present invention.
- 4A is a side view showing an example of a reflector according to an embodiment of the present invention.
- 4B is a side view showing another example of a reflector according to an embodiment of the present invention.
- 5A is an exemplary view illustrating a state in which a verification reference body is opened by moving a cover according to an exemplary embodiment of the present invention.
- 5B is an exemplary view showing a state in which a cover according to an embodiment of the present invention is placed on a verification reference body.
- FIG. 6 is a flowchart illustrating a procedure of performing verification and calibration of an inspection unit through a second verification target according to an exemplary embodiment of the present invention.
- FIG. 7 is a flowchart illustrating a procedure of verifying whether an inspection unit is abnormal through a reflector according to an exemplary embodiment of the present invention.
- Figure 8a is an exemplary view showing the top of the lighting unit according to an embodiment of the present invention.
- FIG 8B is an exemplary view showing an abnormality of the lighting unit according to the embodiment of the present invention.
- FIG. 9 is a flowchart illustrating a procedure of providing a verification result according to an embodiment of the present invention.
- FIG. 10 is an exemplary view showing a list of verification results according to an embodiment of the present invention.
- FIG. 11 is an exemplary view showing a chart of verification results according to an embodiment of the present invention.
- the inspection system 100 includes an inspection unit 110.
- the inspection unit 110 irradiates light onto the test object and receives light reflected from the test object to acquire and inspect image data of the test object.
- the test body includes a printed circuit board, and the light includes pattern light and color light, but is not necessarily limited thereto.
- the inspection unit 110 includes first lighting units 210-1 and 210-2.
- the first lighting units 210-1 and 210-2 irradiate the test object B with patterned light in order to measure the test object IO formed in the test body B.
- the inspection object IO includes, but is not limited to, solder (not shown), electronic components (not shown), and the like formed on the pad of the test body B, and the like, such as glass, plastics, and metals. It may include all materials having a shape.
- the first lighting unit 210-1, 210-2 includes a light source 211 for generating light, a grating element 212 for converting light from the light source 211 into pattern light, and a grating.
- the grating transfer mechanism 213 for pitch-feeding the element 212 and the projection lens 214 for projecting the patterned light converted by the grating element 212 to the inspection object IO are included.
- the grating element 212 is a predetermined distance (for example, 2 ⁇ / N (N is a natural number of 2 or more)) through a grating transfer mechanism 213 such as a PZT actuator for the phase shift of pattern light. Can be transported thickly.
- pattern light may be irradiated using an image of a liquid crystal display (not shown).
- the present invention is not necessarily limited thereto and may be implemented by other means as long as the pattern light can be irradiated.
- one or more first lighting units 210-1 and 210-2 may be installed to be spaced at a predetermined angle along a circumferential direction or a virtual polygonal plane. In another embodiment, a plurality of first lighting units 210-1 and 210-2 may be installed to be spaced apart at regular intervals in a direction perpendicular to the test body B. In another embodiment, one first lighting unit (210-1, 210-2) may be installed along a direction perpendicular to the test body (B).
- the inspection unit 110 further includes a second lighting unit 220.
- the second lighting unit 220 irradiates the test object B with color light to measure the test object IO formed in the test body B.
- the color light includes light of white, red, green, blue, and the like, but is not necessarily limited thereto.
- the second lighting unit 220 includes a first lamp unit 221, a second lamp unit 222, and a third lamp unit 223.
- the first lamp unit 221 is provided below the first lighting units 210-1 and 210-2 to form color light and irradiate the inspection object B.
- the first lamp unit 221 may be a circular or virtual polygonal shape, but is not necessarily limited thereto.
- the first lamp unit 221 has a first ring member 221a having a through hole TH 1 through which light (for example, pattern light or color light) passes and below the first ring member 221a. It is provided and includes at least one first light emitting element 221b as a light source for forming color light.
- the first lamp unit 221 may form at least one color light.
- the first lamp unit 221 may form color light of a first color (for example, red).
- the first lamp unit 221 may form red, green, and blue color light.
- the second lamp unit 222 is provided below the first lamp unit 221, forms color light, and irradiates the test object B.
- the second lamp unit 222 may be a circular or virtual polygonal shape, but is not necessarily limited thereto.
- the second lamp unit 222 has a second ring member 222a having a through hole TH 2 through which light (for example, pattern light or color light) passes and below the second ring member 222a.
- the diameter of the through hole TH 2 of the second lamp unit 222 is irradiated from the pattern light or the first lamp unit 221 irradiated from the first lighting unit 210-1, 210-2.
- Through hole TH of the first lamp unit 221 so that the color light to be irradiated to the test body (B) or the light reflected from the test body (B) (for example, pattern light or color light) can be irradiated. It may be larger than the diameter of 1 ).
- the second lamp unit 222 may form at least one color light.
- the second lamp unit 222 may form color light of a color (for example, green) different from the color light formed in the first lamp unit 221.
- the second lamp unit 222 may form colored light of red, green, and blue.
- the third lamp unit 223 is provided below the second lamp unit 222, forms color light, and irradiates the test object B.
- the third lamp unit 223 may be a circular or virtual polygonal shape, but is not necessarily limited thereto.
- the third lamp unit 223 has a third ring member 223a having a through hole TH 3 through which light (for example, pattern light or color light) passes and below the third ring member 223a. It is provided and includes at least one third light emitting element 223b as a light source for forming color light.
- the diameter of the through hole TH 3 of the third lamp unit 223 is patterned light emitted from the first lighting units 210-1 and 210-2 or the first or second lamp unit 221.
- the second lamp unit 222 so that the colored light irradiated from the 222 may be irradiated to the test body B, or the light reflected from the test body B (for example, pattern light or color light) may be irradiated. It may be larger than the diameter of the through hole TH 2 of.
- the third lamp unit 223 may form at least one color light.
- the third lamp unit 223 may form color light of a color (for example, blue) different from the color light formed in the first lamp unit 221 and the second lamp unit 222.
- the third lamp unit 223 may form colored lights of red, green, and blue.
- the second lighting unit 220 has been described as including the first lamp unit 221, the second lamp unit 222, and the third lamp unit 223, but is not limited thereto.
- the second lighting unit 220 may include at least one lamp unit.
- the inspection unit 110 further includes an imaging unit 230.
- the imaging unit 230 receives the light reflected by the test object B to obtain image data of the test object B. That is, the imaging unit 230 acquires image data of the inspection object B by capturing the inspection object B through irradiation of the pattern light of the first lighting units 210-1 and 210-2. In addition, the imaging unit 230 acquires image data of the inspection body B by capturing the inspection object B through irradiation of the color light of the second illumination unit 220. As an example, the imaging unit 230 may be installed at an upper position perpendicular to the test body B.
- the imaging unit 230 may be installed in a plurality of spaced apart at a predetermined angle in the upper position and the circumferential direction perpendicular to the inspection body (B).
- the imaging unit 230 includes, but is not limited to, a charge coupled device (CCD) camera or a complementary metal oxide semiconductor (CMOS) camera.
- CCD charge coupled device
- CMOS complementary metal oxide semiconductor
- the inspection unit 110 illustrated in FIG. 2 illustrates one embodiment of inspection apparatuses capable of acquiring image data of the inspection object B
- the inspection unit 110 is necessarily limited to the form shown in FIG. 2. Note that this is not the case.
- the inspection system 100 further includes a transfer unit 120.
- the transfer unit 120 transfers the test body B to the test unit 110.
- the transfer unit 120 may include a conveyor (not shown) and the like, but is not necessarily limited thereto.
- the inspection system 100 further includes an inspection table 130 for verifying whether the inspection unit 110 is abnormal.
- it may be attached to one side of the inspection system 100 of the inspection table (110).
- the test table 130 is attached to one side of the transfer unit 120, but is not necessarily limited thereto.
- the test bench 130 includes a frame 310 attachable to the test system 110 and a verification reference body 320 formed on the frame 310.
- the verification reference body 320 may be disposed in the concave portion of the frame 310, as shown in FIG. 3, but is not limited thereto.
- the verification reference body 320 may be installed on the frame 310.
- the verification reference body 320 may include a first verification target 321, a second verification target 322, and a third verification target 323.
- the first verification target 321 is a verification target indicating a height reference for verifying a reference plane for measuring the light emitted from the inspection unit 110 and the height of the inspection unit 110.
- the first verification target 321 includes a plate 321b having a plate area 321a that can represent a reference of height.
- the flat area 321a may represent a color including one or more gray levels (eg, gray) or one or more gray levels.
- the second verification target 322 is a verification target for verifying the accuracy of the movement of the inspection unit 110. That is, the second verification target 322 is a verification target for verifying whether the inspection unit 110 moves correctly to a preset position.
- the second verification target 322 may include at least two physical marks indicating at least two positions for verifying the accuracy of the movement of the inspection unit 110.
- the second verification target 322 includes a first physical mark 322a, a second physical mark 322b, and a third physical mark 322c.
- the first to third physical marks 322a to 322c are recognition marks for verifying movement of the inspection unit 110, and specifically, for verifying skew of X, Y offset or X, Y, and Z.
- the second verification target 322 may include two physical markers, and the two physical markers may be disposed in parallel or in different positions in the length direction of the frame 310.
- the third verification target 323 is a verification target for verifying the accuracy of the height measurement of the inspection unit 110.
- the third verification target 323 may include at least one height target having a preset height for verifying the accuracy of the height measurement of the inspection unit 110.
- the third verification target 323 includes a first height target 323a having a first height and a second height target 323b having a second height, as shown in FIG. 3.
- the second verification target 322 i.e., at least two physical markers, may be disposed around the plate area 321a.
- the third verification target 323, that is, at least one height marker may be disposed around the flat area 321a.
- the plate region 321a may be defined by a second verification target 322, i.e., at least two physical markers.
- the third verification target 323, that is, the height marker may be disposed around the flat area 321a.
- the verification reference body 320 may further include a reflector 324.
- the reflector 324 is a verification target for verifying whether an abnormality of the light source that generates light in the inspection unit 110. That is, the reflector 324 is a verification target for verifying the abnormality of the second lighting unit 220 that generates color light in the inspection unit 110.
- the reflector 324 may have various shapes in order to reflect the color light emitted from the inspection unit 110. As one example, the reflector 324 may have a convex curve shape as shown in FIG. 4A. As another example, the reflector 324 may have a concave curve shape as shown in FIG. 4B.
- the inspection table 130 further includes a cover 330.
- the cover 330 opens the verification reference body 320 while verifying whether the inspection unit 110 is abnormal, and dirt, dust, and the like are applied to the verification reference body 320 while not verifying whether the inspection unit 110 is abnormal.
- the verification reference body 320 is covered so as not to be introduced.
- the inspection table 130 further includes a driving unit 340.
- the driver 340 moves the cover 330 based on the verification reference body 320 to open and close the verification reference body 320. That is, the driver 340 moves the cover 330 on the verification reference body 320 to a predetermined position to open the verification reference body 320 when starting the verification of the abnormality of the inspection unit 110. .
- the driver 340 moves the cover 330 on the verification reference body 320 to a predetermined position (rotated by 180 degrees) as shown in FIG. 5A.
- the driving unit 340 covers the cover 330 at a predetermined position to cover the verification reference body 320, as shown in FIG. 5B. Move on sieve 320.
- the drive unit 340 includes a rotation drive to rotate the cover 330 at a predetermined angle (eg, 180 °) to open and close the verification reference body 320.
- the driving unit 340 includes a slide driving unit for slidingly moving the cover 330 to open and close the verification reference body 320.
- the test table 130 further includes a stopper 350.
- the stopper 350 supports the cover 330 such that the cover 330 moved by the driving unit 340 remains on the verification reference body 320.
- the inspection system 100 further includes a controller 140.
- the inspection system 100 may further include a storage unit (not shown), a user input unit (not shown), and an output unit (not shown).
- the user input unit may include a keyboard, a mouse, and the like
- the output unit may include a display unit, a speaker, and the like, but is not limited thereto.
- the control unit 140 locates the inspection unit 110 on the inspection table 130, obtains image data of the verification reference body 320 through the inspection unit 110, and verifies whether the inspection unit 110 is abnormal. A verification result indicating whether or not 110 is abnormal is generated. In addition, the controller 140 corrects the abnormality of the inspection unit 110 by calibrating the inspection unit 110 based on the generated verification result. In addition, the controller 140 controls the operation of each component of the inspection system 100, for example, the inspection unit 110, the transfer unit 120, and the driving unit 340. 140 automatically verifies whether the inspection unit 110 is abnormal according to preset information. As one example, the preset information may include the inspection failure rate of the test object (B).
- the controller 140 inspects the inspection failure rate of the inspection body B, and when the inspection failure rate of the inspection body B exceeds a preset threshold, automatically verifies whether the inspection unit 110 is abnormal.
- the preset information may include period information.
- the period information is information indicating a period for automatically verifying whether or not the inspection unit 110 is abnormal.
- the period information includes a period of every week, every other week, every month, every other month.
- the controller 140 has been described as placing the inspection unit 110 on the inspection table 130 according to predetermined information.
- the present disclosure is not limited thereto, and the controller 140 may determine whether the inspection unit 110 is abnormal.
- the inspection unit 110 may be located on the inspection table 130 according to user input information requesting verification of the control.
- the controller 140 determines whether the test body B exists in the transfer unit 120 of the inspection system 100, and if it is determined that there is no test body B in the transfer unit 120, the user input information. According to the inspection unit 110 may be located on the inspection table 130.
- the control unit 140 forms a control signal for driving the driving unit 340.
- the controller 140 forms a first control signal for driving the driver 340 according to preset information, and outputs the first control signal to the driver 340.
- the driver 340 moves the cover 330 according to the first control signal from the controller 140, thereby opening the verification reference body 320.
- the controller 140 forms a second control signal for driving the driver 340, and outputs the second control signal to the driver 340. Therefore, the driving unit 340 moves the cover 330 on the verification reference body 320 according to the second control signal from the control unit 140.
- the verification reference body 320 is closed so that dirt, dust, and the like do not enter.
- control unit 140 obtains the image data of the verification reference body 320 through the inspection unit 110 moved on the inspection table 130, and based on the acquired image data of the inspection unit 110 Verify the abnormality.
- the controller 140 may position the inspection unit 110 on the first verification target 321 and form and output a control signal for driving the inspection unit 110. Therefore, the inspection unit 110 irradiates the light (color light or pattern light) to the first verification target 321 according to the control signal from the control unit 140, and receives the light reflected from the first verification target 321. Image data of the first verification target 321 is obtained.
- the controller 140 verifies whether the inspection unit 110 is abnormal based on the image data of the first verification target 321 obtained through the inspection unit 110. That is, the controller 110 verifies the precision of the light amount, the reference plane setting, the movement amount of the pattern pattern, etc. of the inspection unit 110 based on the image data of the first verification target 321.
- the controller 140 may position the inspection unit 110 on the second verification target 322 and form and output a control signal for driving the inspection unit 110. Therefore, the inspection unit 110 irradiates the second verification target 322 with light (color light or pattern light) according to the control signal from the controller 140 and receives the light reflected from the second verification target 322. Image data of the second verification target 322 is obtained. That is, the inspection unit 110 acquires image data of each of at least two fiducial markers. The controller 140 verifies whether the inspection unit 110 is abnormal based on the image data of the second verification target 322 obtained through the inspection unit 110. That is, the controller 110 verifies the precision of the movement of the inspection unit 110 based on the image data of the second verification target 322.
- control unit 140 locates the inspection unit 110 on the third verification target 323 and forms and outputs a control signal for driving the inspection unit 110. Therefore, the inspection unit 110 irradiates the light (color light or pattern light) to the third verification target 323 according to the control signal from the control unit 140, and receives the light reflected from the third verification target 323. Image data of the third verification target 323 is obtained.
- the controller 140 verifies whether the inspection unit 110 is abnormal based on the image data of the third verification target 323 obtained through the inspection unit 110. That is, the controller 110 verifies the precision of the height measurement of the inspection unit 110 based on the image data of the third verification target 321.
- FIG. 6 is a flowchart illustrating a procedure for performing automatic verification and calibration of the inspection unit 110 through the second verification target 322 according to an embodiment of the present invention.
- the control unit 140 arrives at a verification cycle according to preset information (eg, a preset verification cycle) while performing an inspection process (eg, a PCB inspection process) of the inspection object B.
- FIG. After the inspection process of the test object B stops, the inspection unit 110 is positioned on the second verification target 322 based on preset reference position information of the second verification target 322 (S602). . In this case, the verification reference body 320 is in an open state.
- the controller 140 forms a reference input value (S604) and outputs the formed reference input value to the inspection unit 110 (S606).
- the reference input value is an input value for driving the inspection unit 110, and may be an input value for controlling pattern light formation, pattern light irradiation, reception of reflected pattern light, and acquisition of image data of the inspection unit 110. It is not limited. Therefore, the inspection unit 110 forms light according to the reference input value from the controller 140, irradiates the verification reference body 320, receives light reflected from the verification reference body 320, and then verifies the verification reference body ( The image data of 320 is acquired (S608). For example, the inspection unit 110 irradiates the verification reference body 320 with light and is reflected from the verification reference body 320 while being positioned on the first physical marker 322a of the second verification target 322.
- the received light is obtained to obtain image data (hereinafter, referred to as "first image data") of the verification reference body 320 including the first physical marker 322a.
- the inspection unit 110 irradiates the verification reference body 320 with the patterned light in a state of being positioned on the second physical marker 322b of the second verification target 322 under the control of the controller 140.
- the pattern light reflected from the reference body 320 is received to acquire image data (hereinafter, referred to as “second image data”) of the verification reference body 320 including the second physical marker 322b.
- the inspection unit 110 irradiates the verification reference body 320 with the patterned light in a state of being positioned on the third physical marker 322c of the second verification target 322 under the control of the controller 140.
- image data hereinafter referred to as “third image data” of the verification reference body 320 including the third physical marker 322c is obtained.
- the controller 140 compares the image data provided from the inspector 110 (that is, the image data of the verification reference body 320) with preset reference data (S610) to verify whether the inspector 110 is abnormal ( S612). For example, the controller 140 may compare the first image data with the preset reference data, and may determine the position of the first physical marker 322a in the first image data and the first physical marker in the preset reference data. It is verified whether there is an error between the positions of 322a. In addition, the controller 140 may compare the second image data with the preset reference data to determine the position of the second physical marker 322b in the second image data and the second physical marker 322b in the preset reference data. Verify whether there is an error between the positions of). In addition, the controller 140 may compare the third image data with the preset reference data to determine the position of the third physical marker 322c in the third image data and the third physical marker 322c in the preset reference data. Verify whether there is an error between the positions of).
- the controller 140 forms a first verification result indicating that the inspection unit 110 is normal (S614).
- the formed first verification result is output through the output unit of the inspection system 100.
- the first verification result information may include a verification result value of the inspection unit 110.
- the first verification result may be output in various forms (eg, text, sound, etc.).
- the controller 140 performs calibration of the inspection unit 110 based on the image data of the second verification target 322 and preset reference data. (S618).
- the controller 140 may control the position of the first to third physical markers 322a to 322c in the image data of the second verification target 322 and the first to third physical in the preset reference data.
- the inspection unit 110 is calibrated to correct the error between the positions of the markers 322a to 322c.
- the controller 140 may form second verification result information indicating that there is an error in the inspection unit 110 (S620), and output the formed second verification result information through the output unit (S622).
- the second verification result information may include a verification result value of the inspection unit 110.
- the second verification result information may be output in various forms (eg, text, sound, etc.).
- the controller 140 performs a similar procedure to that shown in FIG. 6 with respect to each of the first verification target 321 and the third verification target 323 to determine whether the inspection unit 110 is abnormal (height measurement, light quantity of pattern light and The degree of conveyance, whether the abnormality with respect to the reference plane) can be automatically verified, and the inspection unit 110 can be calibrated according to the abnormality of the inspection unit 110.
- the process may proceed to steps S620 and S622 to output the second verification result through the output unit.
- the controller 140 positions the inspection unit 110 on the reflector 324 based on preset reference position information of the reflector 324 (S702). In one embodiment, the controller 140 stops the inspection process being executed according to preset information (eg, a preset verification cycle), or any of the first to third verification targets 321 to 323. Before or after the verification of the inspection unit 110 using one verification target or after verification, the inspection unit 110 may be positioned on the reflector 324.
- preset information eg, a preset verification cycle
- the controller 140 forms a reference input value for driving the inspection unit 110 (S704), and outputs the formed reference input value to the inspection unit 110 (S706).
- the reference input value is an input value for driving the inspection unit 110 and may be an input value for controlling the formation of color light of the inspection unit 110, irradiation of color light, reception of reflected color light, and acquisition of image data. It is not limited. Accordingly, the inspection unit 110 irradiates the color light to the reflector 324 according to the reference input value from the control unit 140, receives the color light reflected by the reflector 324, and image data of the reflector 324. Acquire.
- the control unit 140 controls the reflector through X, Y, and Z axis control of the inspection unit 110. After the color light is positioned at the position where the color light is irradiated to the 324, the emission of the color may be controlled to obtain image data irradiated to the reflector 324.
- the controller 140 compares the image data provided from the inspector 110 (that is, the image data of the reflector 324) with preset reference data (S710) and verifies whether the inspector 110 is abnormal (S712). .
- the controller 140 compares the preset reference data of the reflector 324 with the image data of the reflector 324 and emits light from the second lighting unit 220 of the inspection unit 110 as shown in FIG. 8A. It is determined whether the elements 221b or 222b are all normal, or a part of the light emitting elements 221b or 222b of the second lighting unit 220 of the inspection unit 110 is abnormal as shown in FIG. 8B.
- step S712 the inspection unit 110 is verified that there is no abnormality (ie, the light source of the second lighting unit 220 of the inspection unit 110 (that is, the first light emitting device 221b or the second light emitting device 222b) is normal. If it is verified, the control unit 140 forms a first verification result indicating that the inspection unit 110 is normal (S714), and outputs the formed first verification result through the output unit (S716).
- the first verification result information may be output in various forms (eg, text, sound, etc.).
- step S712 at least one of the light source (that is, the first light emitting device 221b or the second light emitting device 222b) of the inspection unit 110 is verified as abnormal in the inspection unit 110. If there is a verification), the control unit 140 forms a second verification result indicating that there is an abnormality in the inspection unit 110 (S718), and outputs the formed second verification result through the output unit (S720).
- the second verification result may be output in various forms (eg, text, sound, etc.).
- the controller 140 automatically verifies whether the inspection unit 110 is abnormal according to preset information (for example, a predetermined verification cycle) (S902) and a verification result (first verification result information). Or second verification result information) (S904).
- the first verification result may include a verification result indicating a good or warning of the inspection unit 110
- the second verification result is a verification result indicating an abnormal Bad of the inspection unit 110. It may include.
- the first verification result may include a verification result indicating the goodness of the inspection unit 110
- the second verification result may include a verification result indicating the boundary or abnormality (Bad) of the inspection unit 110. .
- the controller 140 stores the formed verification result in a storage unit of the inspection system 100 (S906).
- the controller 140 may sequentially store the verification date and time information indicating the verification date and time of the inspection unit 110 in a storage unit of the inspection system 100.
- the controller 140 determines whether or not an instruction condition for forming a list of verification results (hereinafter, referred to as a "list formation instruction condition") is met (S908).
- the list forming instruction condition may include input information from a user or a preset time period.
- the controller 140 determines whether input information for requesting a list of verification results is received from the user through the user input unit of the inspection system 100.
- the controller 140 determines whether a predetermined time period has arrived.
- step S908 the controller 140 inquires a storage unit of the inspection system 100 (S910), and displays a list of verification results stored in the storage unit of the inspection system 100. Form (S912), and displays the formed list through the output of the inspection system 100 (S914).
- the controller 140 may form and display a list 1010 of verification results as illustrated in FIG. 10.
- reference numeral 1020 denotes an input window for selecting the number of verification results to be displayed as a chart in the list of verification results 1010
- reference numeral 1030 corresponds to a number entered in the input window 1020.
- a first input button for displaying a verification result as a chart is shown, and reference numeral 1040 denotes at least one verification result selected by the user as a chart in the list of verification results 1010 through a user input unit of the inspection system 100.
- a second input button is shown below.
- the controller 140 determines whether input information (hereinafter referred to as "chart display request information") for requesting a chart display of the verification result is received from the user through the user input unit of the inspection system 100 (S916).
- the chart display request information includes selection information of the verification result and selection (eg, click) information of the first or second input button 1030 or 1040. If it is determined in step S916 that the chart display request information has been received, the controller 140 forms a chart of the verification result information based on the verification result information corresponding to the chart display request information (S918), and checks the formed chart in the inspection system ( The display unit 100 displays through the output unit 100 (S920). For example, as illustrated in FIG.
- the controller 140 may form a chart 1110 of verification result information based on the verification result information corresponding to the chart display request information.
- reference numeral 1120 denotes an abnormal limit, that is, an error limit
- reference numeral 1130 denotes a warning limit
- reference numeral 1140 denotes a reference value
- reference numeral 1150 denotes verification result information.
- the horizontal axis of the chart 1110 in FIG. 11 represents the index of the verification result information list
- the vertical axis represents the verification result value of the verification result information.
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Abstract
Description
Claims (25)
- 검사 시스템에서 검사체의 불량 여부를 검사할 수 있는 검사부의 이상 여부를 검증하는 방법으로서,상기 검사 시스템에 부착되는 프레임에 형성되는 검증 기준체를 제공하는 단계와,상기 검사부를 상기 검증 기준체 상에 위치시키는 단계와,상기 검사부를 통해 상기 검증 기준체의 영상 데이터를 획득하는 단계와,상기 영상 데이터로부터 상기 검사부의 이동 오차 및 높이 오차를 추출하여 상기 검사부의 이상 여부를 검증하는 단계와,상기 검사부의 이상 여부를 나타내는 검증 결과를 생성하는 단계를 포함하는, 방법.
- 제1항에 있어서,상기 검증 기준체는, 높이의 기준 및 그레이 레벨을 나타낼 수 있는 평판 영역을 포함하는 평판과, 상기 평판 영역의 주변에 배치되는 적어도 2개의 피두셜 마커와, 상기 평판 영역의 주변에 배치되는 높이 마커를 포함하며,상기 검사부의 이상 여부를 검증하는 단계는,상기 적어도 2개의 피두셜 마커의 영상 데이터로부터 상기 검사부의 이동 오차를 추출하는 단계와,상기 평판 또는 상기 높이 마커의 영상 데이터로부터 상기 검사부의 높이 오차를 추출하는 단계를 포함하는, 방법.
- 제1항에 있어서,상기 검증 기준체는, 적어도 2개의 피두셜 마커와, 높이의 기준을 나타내며, 상기 적어도 2개의 피두셜 마커에 의해 정의되는 평판 영역을 포함하는 평판과, 상기 평판 영역의 주변에 배치되는 높이 마커를 포함하며,상기 검사부의 이상 여부를 검증하는 단계는,상기 적어도 2개의 피두셜 마커의 영상 데이터로부터 상기 검사부의 이동 오차를 추출하는 단계와,상기 평판 또는 상기 높이 마커의 영상 데이터로부터 상기 검사부의 높이 오차를 추출하는 단계를 포함하는, 방법.
- 제2항 또는 제3항에 있어서, 상기 평판은 상기 검사부의 높이에 대한 정밀도를 검증하기 위한 높이 기준을 나타내는, 방법.
- 제2항 또는 제3항에 있어서, 상기 적어도 2개의 피두셜 마커는, 상기 검사부의 이동에 대한 정밀도를 검증하기 위한 적어도 2개의 위치를 나타내는, 방법.
- 제2항 또는 제3항에 있어서, 상기 높이 마커는, 상기 검사부의 높이 측정에 대한 정밀도를 검증하기 위한 사전 설정된 높이를 나타내는, 방법.
- 제2항 또는 제3항에 있어서, 상기 검사부의 이동 오차를 추출하는 단계는,상기 적어도 2개의 피두셜 마커의 영상 데이터로부터 상기 적어도 2개의 피두셜 마커의 위치를 검출하는 단계와,상기 적어도 2개의 피두셜 마커에 대한 사전 설정된 기준 위치와 상기 검출된 위치를 비교하여 상기 검사부의 이상 여부를 검증하는 단계를 포함하는, 방법.
- 제2항 또는 제3항에 있어서, 상기 검사부의 높이 오차를 추출하는 단계는,상기 평판 또는 상기 높이 마커의 영상 데이터를 이용하여 상기 높이 마커의 높이를 검출하는 단계와,상기 높이 마커의 사전 설정된 높이와 상기 검출된 높이를 비교하여 상기 검사부의 이상 여부를 검증하는 단계를 포함하는, 방법.
- 제1항에 있어서, 상기 검사부를 상기 검증 기준체 상에 위치시키는 단계는,상기 검사부의 검사 불량률에 기초하여 상기 검사부를 상기 검증 기준체 상에 위치시키는 단계를 포함하는, 방법.
- 제1항에 있어서,상기 검증 결과에 기초하여 상기 검사부를 캘리브레이션하여 상기 검사부의 이상을 보정하는 단계를 더 포함하는, 방법.
- 검사 시스템에서 검사체의 불량 여부를 검사할 수 있는 검사부의 이상 여부를 검증하기 위한 검사대로서,상기 검사 시스템에 부착 가능한 프레임과,상기 프레임에 형성되는 검증 기준체를 포함하고,상기 검증 기준체는,높이의 기준 및 그레이 레벨을 나타낼 수 있는 평판 영역을 포함하는 평판과,상기 평판 영역의 주변에 배치되는 적어도 2개의 피두셜 마커와,상기 평판 영역의 주변에 배치되는 높이 마커를 포함하는, 검사대.
- 검사 시스템에서 검사체의 불량 여부를 검사할 수 있는 검사부의 이상 여부를 검증하기 위한 검사대로서,상기 검사 시스템에 부착 가능한 프레임과,상기 프레임에 형성되는 검증 기준체를 포함하고,상기 검증 기준체는,적어도 2개의 피두셜 마커와,높이의 기준을 나타내며, 상기 적어도 2개의 피두셜 마커에 의해 정의되는 평판 영역을 포함하는 평판과,상기 평판 영역의 주변에 배치되는 높이 마커를 포함하는, 검사대.
- 제11항 또는 제12항에 있어서, 상기 평판은 상기 검사부의 높이에 대한 정밀도를 검증하기 위한 높이 기준을 나타내는, 검사대.
- 제11항 또는 제12항에 있어서, 상기 적어도 2개의 피두셜 마커는, 상기 검사부의 이동에 대한 정밀도를 검증하기 위한 적어도 2개의 위치를 나타내는, 검사대.
- 제11항 또는 제12항에 있어서, 상기 높이 마커는, 상기 검사부의 높이 측정에 대한 정밀도를 검증하기 위한 사전 설정된 높이를 나타내는, 검사대.
- 제11항 또는 제12항에 있어서, 상기 검증 기준체는 상기 프레임의 오목부에 배치되는, 검사대.
- 제16항에 있어서,상기 오목부에 배치되는 상기 검증 기준체를 개폐 가능하도록 구성된 덮개와,상기 검증 기준체를 개폐하도록 상기 검증 기준체를 기준으로 상기 덮개를 이동시키는 구동부를 더 포함하는, 검사대.
- 제17항에 있어서, 상기 구동부는, 상기 검증 기준체를 개폐하도록 상기 덮개를 회전시키는 회전 구동부를 포함하는, 검사대.
- 제17항에 있어서, 상기 구동부는, 상기 검증 기준체를 개폐하도록 상기 덮개를 슬라이드 이동시키는 슬라이드 구동부를 포함하는, 검사대.
- 제11항 또는 제12항에 있어서,상기 프레임에 배치되며, 상기 검사부에서 광을 발생시키는 광원의 이상 여부를 검증하기 위한 반사체를 더 포함하는, 검사대.
- 제20항에 있어서, 상기 반사체는 볼록한 커브 형상을 갖는, 검사대.
- 제20항에 있어서, 상기 반사체는 오목한 커브 형상을 갖는, 검사대.
- 검사 시스템으로서,검사체의 불량 여부를 검사할 수 있는 검사부와,제11항 또는 제12항에 따른 검사대와,상기 검사부를 상기 검증 기준체 상에 위치시키고, 상기 검사부를 통해 상기 검증 기준체의 영상 데이터를 획득하여 상기 검사부의 이상 여부를 검증하고, 상기 검사부의 이상 여부를 나타내는 검증 결과를 생성하는 제어부를 포함하는, 검사 시스템.
- 제23항에 있어서, 상기 제어부는, 상기 검사부에 의한 검사체의 검사 불량률에 기초하여 상기 검사부를 상기 검증 기준체 상에 위치시키는, 검사 시스템.
- 제23항에 있어서, 상기 제어부는, 상기 검증 결과에 기초하여 상기 검사부를 캘리브레이션하여 상기 검사부의 이상을 보정하는, 검사 시스템.
Priority Applications (4)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201780008728.0A CN108603802B (zh) | 2016-02-04 | 2017-02-06 | 验证检查部是否异常的方法、检查台及检查系统 |
| EP17747815.3A EP3413029B1 (en) | 2016-02-04 | 2017-02-06 | Method for verifying abnormality of inspection unit, inspection apparatus, and inspection system |
| US16/074,493 US11410297B2 (en) | 2016-02-04 | 2017-02-06 | Method of verifying fault of inspection unit, inspection apparatus and inspection system |
| US17/853,440 US12309916B2 (en) | 2016-02-04 | 2022-06-29 | Method of verifying fault of inspection unit, inspection apparatus and inspection system |
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| KR1020160014364A KR101810991B1 (ko) | 2016-02-04 | 2016-02-04 | 검사대, 검사 시스템 및 검사 방법 |
| KR10-2016-0014364 | 2016-02-04 |
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| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| US16/074,493 A-371-Of-International US11410297B2 (en) | 2016-02-04 | 2017-02-06 | Method of verifying fault of inspection unit, inspection apparatus and inspection system |
| US17/853,440 Continuation-In-Part US12309916B2 (en) | 2016-02-04 | 2022-06-29 | Method of verifying fault of inspection unit, inspection apparatus and inspection system |
Publications (1)
| Publication Number | Publication Date |
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| WO2017135772A1 true WO2017135772A1 (ko) | 2017-08-10 |
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| Application Number | Title | Priority Date | Filing Date |
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| PCT/KR2017/001253 Ceased WO2017135772A1 (ko) | 2016-02-04 | 2017-02-06 | 검사부의 이상 여부를 검증하는 방법, 검사대 및 검사 시스템 |
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|---|---|
| US (1) | US11410297B2 (ko) |
| EP (1) | EP3413029B1 (ko) |
| KR (1) | KR101810991B1 (ko) |
| CN (2) | CN108603802B (ko) |
| WO (1) | WO2017135772A1 (ko) |
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| CN116829927A (zh) * | 2021-02-04 | 2023-09-29 | 美国西门子医学诊断股份有限公司 | 检测机器视觉系统中的缺陷的装置和方法 |
| CN115165916B (zh) * | 2022-07-05 | 2026-04-21 | 深圳吉阳智能科技有限公司 | 安全项检测方法和系统 |
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Also Published As
| Publication number | Publication date |
|---|---|
| US20190035068A1 (en) | 2019-01-31 |
| CN113390891A (zh) | 2021-09-14 |
| CN108603802B (zh) | 2021-07-20 |
| US11410297B2 (en) | 2022-08-09 |
| EP3413029B1 (en) | 2025-07-02 |
| EP3413029A4 (en) | 2019-09-25 |
| EP3413029C0 (en) | 2025-07-02 |
| KR101810991B1 (ko) | 2018-01-25 |
| CN108603802A (zh) | 2018-09-28 |
| EP3413029A1 (en) | 2018-12-12 |
| KR20170092987A (ko) | 2017-08-14 |
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