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CN114322774A - Quality inspection device for angle steel production line and positioning detection method thereof - Google Patents

Quality inspection device for angle steel production line and positioning detection method thereof Download PDF

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Publication number
CN114322774A
CN114322774A CN202210003659.7A CN202210003659A CN114322774A CN 114322774 A CN114322774 A CN 114322774A CN 202210003659 A CN202210003659 A CN 202210003659A CN 114322774 A CN114322774 A CN 114322774A
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China
Prior art keywords
angle steel
photoelectric sensor
production line
area
quality inspection
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Pending
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CN202210003659.7A
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Chinese (zh)
Inventor
李云程
高立鹏
徐振佳
董桂西
张穆勇
王昊
赵海飞
梁静
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
State Grid Corp of China SGCC
State Grid Hebei Electric Power Co Ltd
Hebei Power Transmission and Transformation Co Ltd
Original Assignee
State Grid Corp of China SGCC
State Grid Hebei Electric Power Co Ltd
Hebei Power Transmission and Transformation Co Ltd
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Application filed by State Grid Corp of China SGCC, State Grid Hebei Electric Power Co Ltd, Hebei Power Transmission and Transformation Co Ltd filed Critical State Grid Corp of China SGCC
Priority to CN202210003659.7A priority Critical patent/CN114322774A/en
Publication of CN114322774A publication Critical patent/CN114322774A/en
Pending legal-status Critical Current

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Abstract

The invention discloses a quality inspection device for an angle steel production line, which belongs to the technical field of angle steel detection, wherein a first photoelectric sensor and a second photoelectric sensor are arranged on one side of a conveying track support for discharging of an angle steel production line at intervals, two area-array cameras are arranged between the first photoelectric sensor and the second photoelectric sensor, the cross section of the conveying track support is M-shaped, the area-array cameras are symmetrically arranged on two sides of the conveying track support, the first photoelectric sensor and the second photoelectric sensor are connected with an upper computer, the upper computer and the area-array cameras are connected with a control computer, and an image measurement system is arranged in the control computer. The device and the method can improve the detection efficiency and the detection rate of the angle steel production line, reduce the labor intensity of operators and improve the automation rate of the angle steel production line.

Description

Quality inspection device for angle steel production line and positioning detection method thereof
Technical Field
The invention belongs to the technical field of angle steel detection, and particularly relates to a quality inspection device for an angle steel production line and a positioning detection method thereof.
Background
In the process of processing and manufacturing the angle steel of the power transmission iron tower, cutting and hole-making operations are required to be carried out on a special angle steel production line, and the end distance, the standard distance, the aperture, the hole number and the like of an angle steel member form quality detection parameters of a finished product, and whether the finished product is qualified or not seriously affects the connection tightness and the stress condition of the iron tower. In the production and manufacturing process of the angle steel of the power transmission tower, measuring tools such as calipers, box rulers and the like are generally adopted, and the inspection is carried out in a manual spot inspection mode one by one and one by one.
With the development of detection technology, aiming at the problems existing in the detection process of the angle steel, quality detection devices based on the principle of angle steel processing characteristics of vision and ultrasonic detection appear in succession in recent two years, measurement of the angle steel processing characteristics is realized based on machine vision, ultrasonic sensing and corresponding measurement methods, and an attempt is made to replace manual detection methods.
The patent (application publication No. CN 104729426A) proposes an automatic on-line detection system and method based on the vision thereof, which realizes the detection based on the cooperation of an area-array camera and a transmission device; the patent (application publication No. CN 109013375 a) proposes a visual inspection based on the cooperation of a line camera and a motion module; the patent (grant publication No. CN 109513661B) provides an automatic detection device for numerical control production by technical ultrasonic sensing aiming at a special numerical control production line; a patent (application publication No. CN 113012098A) proposes a method for detecting a BP neural network based on an image; the patent (application publication number CN 113340196A) proposes a detection device based on the cooperation of a linear array camera, a photoelectric trigger and an encoder; the patent (application publication No. CN 112461143A) realizes the measurement of angle steel end distance, alignment distance and hole distance through the cooperation of a feeding trolley, an encoder and a linear array camera. The patent (publication No. CN 213481261U) discloses a steel angle bracket based on visual inspection.
The detection methods have many defects, aiming at manual detection, because the production line is large, the finished product quantity is large, the manual detection workload is large, the efficiency is low, the quality inspection personnel are few, the sampling inspection rate of the processed angle steel is less than 10%, the comprehensive detection cannot be carried out, the detection result is influenced by subjective factors of people, the stability is poor, the labor intensity of the quality inspection personnel is high, the working environment is severe, and the problems of unqualified products, missing inspection and the like are easy to occur.
Aiming at the linear array camera, the essence of the linear array camera is that the linear array sensor is used for scanning the angle steel member to be measured line by line, the linear array sensor is matched with the feeding motion of the angle steel member to be measured, the linear array sensor is spliced to realize imaging, the detection efficiency is relatively low, the linear array sensor is influenced by the motion speed and the positioning precision, and the imaging precision along the guide direction is poor. Aiming at the ultrasonic detection method in the patent, in order to improve the detection precision, the surface of the angle steel needs to be cleaned.
In the scanning process of the existing linear array camera, when an encoder and a guide wheel are used for displacement measurement, the guide wheel is driven by friction force between the guide wheel and angle steel, so that slipping and abrasion cannot be avoided, and accurate control of the precision of the guide direction is not facilitated.
Therefore, a device which can not only overcome the defects of the prior art, but also can detect the angle steel on line without modifying the original production line is urgently needed.
Disclosure of Invention
The invention provides a quality inspection device for an angle steel production line and a positioning detection method thereof.
In order to solve the technical problems, the technical scheme adopted by the invention is as follows:
the utility model provides an angle steel production line quality inspection device, be provided with photoelectric sensor one and photoelectric sensor two at the certain distance apart of one side of the delivery track support of the ejection of compact of angle steel production line, be provided with two area array cameras between photoelectric sensor one and the photoelectric sensor two, the cross section of delivery track support is the M type, area array camera is at the bilateral symmetry arrangement of delivery track support, photoelectric sensor one and photoelectric sensor two all are connected with the host computer, host computer and area array camera all are connected with the control computer, be provided with image measurement system in the control computer.
The technical scheme of the invention is further improved as follows: the two area-array cameras are respectively and vertically arranged with the V-shaped side surface of the angle steel workpiece.
The technical scheme of the invention is further improved as follows: the distance between the area array camera and the V-shaped side face of the angle steel workpiece is 200-600 mm.
The technical scheme of the invention is further improved as follows: the distance between the first photoelectric sensor and the second photoelectric sensor is the same as the width of the field range of the area-array camera.
The technical scheme of the invention is further improved as follows: the light-sensing sensor is a position sensor and comprises an electromagnetic induction limit switch and an electromagnetic induction proximity switch.
The technical scheme of the invention is further improved as follows: the area array camera is connected with the control computer through a USB interface, the first photoelectric sensor and the second photoelectric sensor are connected with the control computer through an upper computer, and the upper computer is connected with the control computer through a 485 interface.
The positioning detection method of the quality inspection device of the angle steel production line comprises the following steps:
s1, finishing the angle steel workpiece on punching equipment;
s2, moving the processed angle steel workpiece along the discharge end of the production line along the conveying track bracket;
s3, when the first photoelectric sensor senses that the angle steel workpiece enters the sensing area, the angle steel workpiece continues to advance, and when the angle steel workpiece reaches the second photoelectric sensor, the rising edge of the second photoelectric sensor triggers the area-array camera to image;
s4, continuing to advance the angle steel workpiece;
s5, when the second photoelectric sensor senses that the angle steel workpiece leaves the sensing area and is the rear end of the angle steel workpiece, the falling edge of the first photoelectric sensor triggers the area-array camera to image;
s6, image processing;
s7, judging whether the angle steel workpiece meets the requirements or not, and if so, finishing the machining; and if not, prompting.
The technical scheme of the invention is further improved as follows: in the step S3, the front end of the angle steel workpiece is imaged and acquired by the area-array camera, and in the step S5, the rear end of the angle steel workpiece is imaged and acquired by the area-array camera.
The technical scheme of the invention is further improved as follows: and the image processing is to transmit the acquired image to an image measuring system of a control computer by the area-array camera, compare the acquired image with the preset processing parameters of the system and judge whether the processed workpiece is qualified or not.
The technical scheme of the invention is further improved as follows: the special image measuring system controls the alarm system to give out warning prompts for unqualified machined workpieces, and production personnel take out the unqualified machined workpieces from a production line.
Due to the adoption of the technical scheme, the invention has the technical progress that:
compared with the existing manual quality inspection mode of the angle steel production line, the method provided by the invention can improve the detection efficiency and inspection rate of the production line, reduce the labor intensity of operators and improve the automation rate of the angle steel production line. The quality detection system based on machine vision can reduce the labor intensity of operators, and the machine vision technology of the invention has higher efficiency of one-time imaging than item-by-item manual measurement, thereby improving the inspection rate.
The distance between this application photoelectric sensor one and photoelectric sensor two is the same with the width of the field of view scope of area array camera, simultaneously by two photoelectric sensor response settings of this application, guarantees that area array camera shoots the position of formation of image for the both ends of angle steel work piece.
The device and the method for positioning the end part of the angle steel can effectively improve the automation efficiency of the quality inspection of the angle steel. The optical axes of the two area-array cameras are respectively perpendicular to the V-shaped side face of the angle steel workpiece, images are shot and imaged to obtain front-view images of the side face of the angle steel workpiece, and machining characteristics of the end portion of the angle steel workpiece can be accurately obtained, such as the size and end distance of a machined hole, the hole distance and the like.
The utility model provides an angle steel production line quality inspection device can need not carry out big transformation to the production line, photoelectric sensor one and photoelectric sensor two and area array camera can install between on the delivery track support of the ejection of compact of production line, can at original production line direct mount, with low costs, convenient to use. Meanwhile, the original production and processing are not influenced in the detection process, the detection is carried out in real time in the production process, the labor is saved, each angle steel workpiece is overhauled, and the angle steel production quality is guaranteed.
The angle steel workpiece processing method and system based on the visual technology have the advantages that the visual technology is used, images of two end portions of each angle steel workpiece are compared with preset processing parameters of the system, manual measurement is omitted, accuracy is greatly improved, and efficiency is also greatly improved.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly introduced below, it is obvious that the drawings in the following description are only some implementation examples of the present invention, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts;
FIG. 1 is a side view of the quality inspection device for an angle steel production line of the present invention;
FIG. 2 is a front view of the quality inspection device for the angle steel production line of the present invention;
FIG. 3 is a field of view range of the area-array camera of the present invention;
FIG. 4 is a waveform diagram of the positioning sensor at the front and rear ends of the angle iron;
FIG. 5 is a flow chart of the positioning detection of the quality inspection device for the angle steel production line;
fig. 6 is a schematic view of an area-array camera according to embodiment 3 of the present invention mounted on a movable stand;
the device comprises a first photoelectric sensor 1, a first photoelectric sensor 2, a first photoelectric sensor 3, an area-array camera 4, a support plate 5, an area-array camera view field range indication 6, an angle steel workpiece 7, a movable support 8 and a conveying track support.
Detailed Description
The technical scheme of the invention is further explained in detail by combining the following embodiments:
in order that those skilled in the art will better understand the disclosure, the invention will be described in further detail with reference to the accompanying drawings and specific embodiments. It is to be understood that the described embodiments are merely exemplary of the invention, and not restrictive of the full scope of the invention. All other embodiments obtained by a person of ordinary skill in the art based on the embodiments of the present invention without any creative effort belong to the protection scope of the present invention;
as shown in figures 1 to 3, a quality inspection device for an angle steel production line is characterized in that a first photoelectric sensor 1 and a second photoelectric sensor 2 are arranged on one side of a conveying track support 8 for discharging of the angle steel production line at a certain distance, two area-array cameras 3 are arranged between the first photoelectric sensor 1 and the second photoelectric sensor 2, the cross section of the conveying track support 8 is M-shaped, the area-array cameras 3 are symmetrically arranged on two sides of the conveying track support 8, optical axes of the two area-array cameras 3 are respectively perpendicular to V-shaped side faces of an angle steel workpiece 6, and the distance between the optical axes and the V-shaped side faces of the angle steel workpiece 6 is 200-600 mm.
The distance between the first photoelectric sensor 1 and the second photoelectric sensor 2 is the same as the width of the field range 5 of the area-array camera 3.
The first photoelectric sensor 1 and the second photoelectric sensor 2 are connected with an upper computer, the upper computer and the area-array camera 3 are connected with a control computer, and an image measuring system is arranged in the control computer. The area array camera 3 is connected with the control computer through a USB interface, and the upper computer is connected with the control computer through a 485 interface.
The first light sensor and the second light sensor are position sensors and comprise electromagnetic induction limit switches and electromagnetic induction proximity switches.
The positioning detection method of the quality inspection device of the angle steel production line, as shown in fig. 5, comprises the following steps:
s1, finishing the angle steel workpiece 6 on punching equipment;
s2, moving the processed angle steel workpiece 6 along the discharge end of the production line along the conveying track bracket 8;
s3, when the first photoelectric sensor 1 senses that the angle steel workpiece 6 enters the sensing area, the angle steel workpiece 6 continues to advance, when the angle steel workpiece reaches the second photoelectric sensor 2, the rising edge of the second photoelectric sensor 2 triggers the area-array camera 3 to image, and the acquired image is the front end of the angle steel workpiece 6;
s4, continuing to advance the angle steel workpiece 6;
s5, when the photoelectric sensor II 2 senses that the angle steel workpiece 6 leaves the sensing area and is the rear end of the angle steel workpiece 6, the falling edge of the photoelectric sensor I triggers the area array camera 3 to image, and the image is acquired after the angle steel workpiece 6;
and S6, processing the image, and transmitting the acquired image to an image measuring system of a control computer by the area-array camera 3, comparing the acquired image with the preset processing parameters of the system, and judging whether the processed workpiece is qualified.
S7, judging whether the processing of the angle steel workpiece 6 meets the requirements, if yes, finishing; and if not, prompting.
The specific two end positioning of the angle steel is as follows: referring to fig. 2, two photoelectric sensors are arranged, according to fig. 2, the processed angle steel workpiece moves from left to right along the production line, and the distance between the first photoelectric sensor 1 and the second photoelectric sensor 2 is the width of the field of view. When the angle steel moves to the first photoelectric sensor 1, the value of the first photoelectric sensor 1 is changed from 0 to 1, and the value of the second photoelectric sensor 2 is 0; the angle steel workpiece continues to move forwards until the photoelectric sensor II 2, the jump of the photoelectric sensor II 2 is 1, the values of the photoelectric sensor I1 and the photoelectric sensor II 2 are (1, 1), the front end part of the angle steel workpiece integrally enters a view field on the rising edge of the jump of the photoelectric sensor II 2, the front end part is positioned, the area array camera 3 is started, and the front end part machining characteristic image is collected. The angle steel continues to advance, the rear end moves to the position of the photoelectric sensor I1, the angle steel continues to advance, the value of the photoelectric sensor I1 is changed from 1 to zero, the values of the photoelectric sensor I1 and the photoelectric sensor II 2 are (0, 1) at the falling edge of the photoelectric sensor 1, the rear end of the angle steel workpiece integrally enters a view field, the positioning of the rear end is realized, the area array camera 3 is started, and the processing characteristic image of the rear end is collected. The waveform diagram of the combined positioning of the front end and the rear end of the photosensors 1 and 2 is shown in fig. 5.
Example 1
As shown in figures 1 to 3, a quality inspection device for an angle steel production line is characterized in that a first photoelectric sensor 1 and a second photoelectric sensor 2 are arranged on one side of a conveying track support 8 for discharging of the angle steel production line at a certain distance, two area-array cameras 3 are arranged between the first photoelectric sensor 1 and the second photoelectric sensor 2, the cross section of the conveying track support 8 is M-shaped, the area-array cameras 3 are symmetrically arranged on two sides of the conveying track support 8, the two area-array cameras 3 are respectively perpendicular to the V-shaped side face of an angle steel workpiece 6, the distance between the two area-array cameras and the V-shaped side face of the angle steel workpiece 6 is 450mm, and shooting imaging is clear.
The distance between the first photoelectric sensor 1 and the second photoelectric sensor 2 is the same as the width of the field range 5 of the area-array camera 3.
The first photoelectric sensor 1 and the second photoelectric sensor 2 are connected with an upper computer, the upper computer and the area-array camera 3 are connected with a control computer, and an image measuring system is arranged in the control computer. The area array camera 3 is connected with the control computer through a USB interface, and the upper computer is connected with the control computer through a 485 interface.
The first light sensor and the second light sensor are position sensors and comprise electromagnetic induction limit switches and electromagnetic induction proximity switches.
The control computer also comprises an alarm system, and for unqualified processed workpieces, the special image measurement system controls the alarm system to give out an alarm prompt, so that production personnel take the unqualified processed workpieces out of the production line.
Example 2
As shown in figures 1 to 3, a quality inspection device for an angle steel production line is characterized in that a first photoelectric sensor 1 and a second photoelectric sensor 2 are arranged on one side of a conveying track support 8 for discharging of the angle steel production line at a certain distance, two area-array cameras 3 are arranged between the first photoelectric sensor 1 and the second photoelectric sensor 2, the cross section of the conveying track support 8 is M-shaped, the area-array cameras 3 are symmetrically arranged on two sides of the conveying track support 8, optical axes of the two area-array cameras 3 are respectively perpendicular to V-shaped side faces of an angle steel workpiece 6, and the distance between the optical axes and the V-shaped side faces of the angle steel workpiece 6 is 200-600 mm.
The distance between the first photoelectric sensor 1 and the second photoelectric sensor 2 is the same as the width of the field range 5 of the area-array camera 3.
The area array camera 3 is connected with the control computer through a USB interface, the first photoelectric sensor and the second photoelectric sensor are connected with an upper computer to realize logic judgment, the upper computer is connected with the control computer through a 485 interface, an image measuring system is arranged in the control computer to control, and when the photoelectric sensors meet the acquisition requirements, the area array camera performs snapshot.
The first light sensor and the second light sensor are position sensors and comprise electromagnetic induction limit switches and electromagnetic induction proximity switches.
The area array camera 3 is arranged in gaps on two sides of the conveying track support 8, a lens of the area array camera 3 is not shielded in front, and a V-shaped surface image of the angle steel workpiece 6 can be shot clearly.
The area-array camera 3 may also be an industrial scanning camera or a three-dimensional laser camera.
Example 3
As shown in figures 1 to 3, a quality inspection device for an angle steel production line is characterized in that a first photoelectric sensor 1 and a second photoelectric sensor 2 are arranged on one side of a conveying track support 8 for discharging of the angle steel production line at a certain distance, two area-array cameras 3 are arranged between the first photoelectric sensor 1 and the second photoelectric sensor 2, the cross section of the conveying track support 8 is M-shaped, the area-array cameras 3 are symmetrically arranged on two sides of the conveying track support 8, optical axes of the two area-array cameras 3 are respectively perpendicular to V-shaped side faces of an angle steel workpiece 6, and the distance between the optical axes and the V-shaped side faces of the angle steel workpiece 6 is 200-600 mm.
The distance between the first photoelectric sensor 1 and the second photoelectric sensor 2 is the same as the width of the field range 5 of the area-array camera 3.
The area array camera 3 is connected with the control computer through a USB interface, the first photoelectric sensor and the second photoelectric sensor are connected with an upper computer to realize logic judgment, the upper computer is connected with the control computer through a 485 interface, an image measuring system is arranged in the control computer to control, and when the photoelectric sensors meet the acquisition requirements, the area array camera performs snapshot.
The area-array camera 3 is arranged on a movable support 7, a movable supporting plate 4 in the shape of an isosceles right triangle is arranged on the movable support 7, and the area-array camera 3 is perpendicular to the inclined edge of the supporting plate 4, namely the area-array camera 3 is arranged at an angle of 45 degrees with the ground. When the angle steel angle adjusting device is used, the two area-array cameras 3 are respectively arranged on the supporting plates 4 of the two movable brackets 7, then the movable brackets 7 are symmetrically placed on two sides of the conveying track bracket 8, and the height of the supporting plates 4 is adjusted according to the height of the angle steel workpiece 6. The setting of movable support 7 is in order to prevent that the installation of area array camera 3 can not be carried out to delivery track support 8, consequently, installs area array camera 3 on movable support 7, and the angle steel production line quality inspection device of this application still can go on smoothly.
The principle and the implementation of the present invention are explained in the present application by using specific examples, and the above description of the embodiments is only used to help understanding the technical solution and the core idea of the present invention. It should be noted that, for those skilled in the art, it is possible to make various improvements and modifications to the present invention without departing from the principle of the present invention, and those improvements and modifications also fall within the scope of the claims of the present invention.
Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that changes, modifications, substitutions and alterations can be made in these embodiments without departing from the principles and spirit of the invention, the scope of which is defined in the appended claims and their equivalents.

Claims (10)

1. The utility model provides an angle steel production line quality inspection device which characterized in that: one side of a conveying track support (8) of the discharge of an angle steel production line is provided with a first photoelectric sensor (1) and a second photoelectric sensor (2) at a certain distance, two area array cameras (3) are arranged between the first photoelectric sensor (1) and the second photoelectric sensor (2), the cross section of the conveying track support (8) is M-shaped, the area array cameras (3) are symmetrically arranged on two sides of the conveying track support, the first photoelectric sensor (1) and the second photoelectric sensor (2) are connected with an upper computer, the upper computer and the area array cameras (3) are connected with a control computer, and an image measuring system is arranged in the control computer.
2. The quality inspection device for the angle steel production line according to claim 1, characterized in that: the two area-array cameras (3) are respectively and vertically arranged with the V-shaped side surface of the angle steel workpiece (6).
3. The quality inspection device for the angle steel production line according to claim 2, characterized in that: the distance between the area-array camera (3) and the V-shaped side face of the angle steel workpiece (6) is 200-600 mm.
4. The quality inspection device for the angle steel production line according to claim 1, characterized in that: the distance between the first photoelectric sensor (1) and the second photoelectric sensor (2) is the same as the width of the field range (5) of the area-array camera (3).
5. The quality inspection device for the angle steel production line according to claim 1, characterized in that: the light-sensing sensor is a position sensor and comprises an electromagnetic induction limit switch and an electromagnetic induction proximity switch.
6. The quality inspection device for the angle steel production line according to claim 1, characterized in that: the area array camera (3) is connected with the control computer through a USB interface, and the upper computer is connected with the control computer through a 485 interface.
7. The positioning detection method of the quality inspection device of the angle steel production line is characterized by comprising the following steps of:
s1, finishing the angle steel workpiece (6) on punching equipment;
s2, moving the processed angle steel workpiece (6) along the discharge end of the production line along the conveying track bracket (8);
s3, when the first photoelectric sensor (1) senses that the angle steel workpiece (6) enters the sensing area, the angle steel workpiece (6) continues to advance, and when the angle steel workpiece reaches the second photoelectric sensor (2), the rising edge of the second photoelectric sensor (2) triggers the area array camera (3) to image;
s4, continuing to advance the angle steel workpiece (6);
s5, when the second photoelectric sensor (2) senses that the angle steel workpiece (6) leaves the sensing area and is the rear end of the angle steel workpiece (6), the falling edge of the first photoelectric sensor triggers the area-array camera (3) to image;
s6, image processing;
s7, judging whether the angle steel workpiece (6) meets the requirement, if so, ending the process; and if not, prompting.
8. The positioning detection method of the quality inspection device for the angle steel production line according to claim 7, characterized in that: in the step S3, the area array camera (3) images and acquires the front end of the angle steel workpiece (6), and in the step S5, the area array camera (3) images and acquires the rear end of the angle steel workpiece (6).
9. The positioning detection method of the quality inspection device for the angle steel production line according to claim 7, characterized in that: the image processing is that the area array camera (3) transmits the acquired image to an image measuring system of a control computer, and the acquired image is compared with the preset processing parameters of the system to judge whether the processed workpiece is qualified.
10. The quality inspection device for the angle steel production line according to claim 1, characterized in that: the special image measuring system controls the alarm system to give out warning prompts for unqualified machined workpieces, and production personnel take out the unqualified machined workpieces from a production line.
CN202210003659.7A 2022-01-05 2022-01-05 Quality inspection device for angle steel production line and positioning detection method thereof Pending CN114322774A (en)

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CN110694922A (en) * 2019-09-24 2020-01-17 安吉深华视觉科技有限公司 Glass defect on-line measuring equipment
CN212302185U (en) * 2020-07-08 2021-01-05 深圳精镀光学科技有限公司 Optical filter switcher with switching detection function
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CN214066962U (en) * 2021-01-06 2021-08-27 宁波星帆信息科技有限公司 Part detection device based on machine vision
CN113340196A (en) * 2021-05-31 2021-09-03 山东电工电气集团有限公司 Intelligent power angle steel detection system and method based on image recognition

Patent Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE102013105102A1 (en) * 2013-03-28 2014-10-02 Werth Messtechnik Gmbh Method and device for determining features on objects to be measured
CN204674616U (en) * 2014-12-18 2015-09-30 北京康拓红外技术股份有限公司 A kind of dynamic detector for train wheel pair size
CN104729426A (en) * 2015-04-03 2015-06-24 济南恒升视觉信息科技有限公司 Automatic angle iron online detecting system and method based on machine vision
CN207365902U (en) * 2017-05-05 2018-05-15 华南理工大学 A kind of vision detection system for LED filament spot welding correction
WO2021046883A1 (en) * 2019-09-19 2021-03-18 方正 Transmission imaging detection apparatus and computed tomography system applying same
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CN113340196A (en) * 2021-05-31 2021-09-03 山东电工电气集团有限公司 Intelligent power angle steel detection system and method based on image recognition

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