A big data-based automobile part casting defect detection device

The big data-based automotive parts casting defect detection device utilizes components such as a fixed frame, positioning turntable, and industrial camera to achieve rapid and continuous inspection of parts, solving the problems of low inspection efficiency and complex equipment in existing technologies, and improving inspection efficiency and consistency.

CN120558982BActive Publication Date: 2025-11-21KUNSHAN MUYI TECHNOLOGY CO LTD
View PDF 2 Cites 0 Cited by

Patent Information

Application Number
CN202510817082.7
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2025-06-18
Publication Date
2025-11-21
Estimated Expiration
2045-06-18

AI Technical Summary

Technical Problem

Existing automotive parts casting defect detection devices have low detection efficiency, are complex, and have positioning errors that affect detection consistency.

Method used

The automotive parts casting defect detection device based on big data includes a fixed frame, a positioning turntable, a support component, a positioning component, and multiple industrial cameras. It realizes the position adjustment, rotation, and clamping of parts through a single drive source. Combined with the rotating turntable and multiple fixed frames, it enables continuous detection of parts.

Benefits of technology

It improves testing efficiency, simplifies equipment structure, reduces driving sources, enables comprehensive testing of parts and continuous loading and unloading, and improves testing consistency and equipment compactness.

✦ Generated by Eureka AI based on patent content.

Smart Images

  • Figure CN120558982B_ABST
    Figure CN120558982B_ABST
Patent Text Reader

Abstract

The application relates to the technical field of detection, and discloses a big-data-based automobile part casting defect detection device, which comprises a fixing frame, a positioning turntable is rotatably arranged through the fixing frame, and a workpiece groove matched with a part is arranged through the positioning turntable; a supporting assembly for alternately supporting the part is arranged on the positioning turntable, the supporting assembly comprises a linkage shaft rotatably arranged at one end of the positioning turntable, an upper supporting arm is arranged on the upper end side wall of the linkage shaft, and a lower supporting arm is arranged on the lower end side wall. The big-data-based automobile part casting defect detection device can realize rapid comprehensive detection of the part through the cooperation of the fixing frame, the positioning turntable, the workpiece groove, the supporting assembly, the positioning assembly, the driving assembly and multiple industrial cameras. The position adjustment, rotation and clamping of the part are realized through the cooperation of a first driving source and the self weight of the part, the structure is compact, the use is convenient, and the detection efficiency is improved.
Need to check novelty before this filing date? Find Prior Art

Description

TECHNICAL FIELD

[0001] The application relates to the technical field of part detection, in particular to an automobile part casting defect detection device based on big data. BACKGROUND

[0002] In the automobile part casting process, due to the influence of factors such as material properties, process parameters or mold design, the castings are prone to internal or surface defects such as pores, shrinkage, cracks, etc., which directly affect the mechanical properties, sealing performance and service life of the parts; traditional detection methods mainly rely on manual visual inspection, optical scanning or single sensor technology (such as X-ray, ultrasonic detection), which has the problems of low detection efficiency, high missed detection rate and strong subjectivity; with the development of intelligent manufacturing, defect detection technology based on big data has gradually emerged, by collecting multi-dimensional process data (such as temperature, pressure, vibration) and fusing machine learning algorithms, the rapid identification and cause tracing of defects can be realized, which becomes a key direction to improve the quality control capability.

[0003] However, the existing detection device has a significant bottleneck in realizing comprehensive coverage detection of the workpiece, in order to ensure that there is no missing defect, the workpiece needs to be frequently adjusted in position, such as turning over and rotating, which leads to repeated dislocation and re-clamping in the detection process, seriously restricting the detection efficiency, in addition, the device needs to be equipped with multiple sets of power driving systems (such as clamping mechanisms, rotating motors, overturning mechanical arms, etc.), which not only increases the complexity of mechanical structure and manufacturing cost, but also causes positioning errors due to the difficulty of multi-axis cooperative control, further affecting the detection consistency. SUMMARY

[0004] The technical problem to be solved by the present application is that the prior art has the disadvantages of low detection efficiency and complex equipment, therefore, we propose an automobile part casting defect detection device based on big data.

[0005] In order to achieve the above purpose, the following technical scheme is adopted in the present application: an automobile part casting defect detection device based on big data, comprising a fixed frame, a positioning turntable is rotatably arranged on the fixed frame, and a workpiece groove matched with the part is arranged through the positioning turntable;

[0006] A supporting assembly for alternately supporting the part is arranged on the positioning turntable, the supporting assembly comprises a linkage shaft rotatably arranged at one end of the positioning turntable, an upper supporting arm is arranged on the upper end side wall of the linkage shaft, and a lower supporting arm is arranged on the lower end side wall, and the horizontal included angle between the upper supporting arm and the lower supporting arm is ninety degrees;

[0007] The positioning turntable is provided with a positioning assembly for clamping the parts, the positioning assembly comprises an installation groove arranged on the inner side of one end of the positioning turntable and communicated with the workpiece groove, a horizontal moving block movably connected to the inner side of the installation groove, and a clamping plate arranged on the end of the horizontal moving block close to the workpiece groove, and the upper end side wall of the linkage shaft is provided with a driving block for displacement of the horizontal moving block.

[0008] The upper and lower ends and the two side faces of the fixing frame are provided with industrial cameras, the industrial cameras at the upper and lower ends correspond to the upper and lower ends of the positioning turntable respectively, and the two industrial cameras at the side faces correspond to the edges of the two ends of the fixing frame.

[0009] The drive assembly for driving the positioning turntable and the linkage shaft to rotate alternately comprises a second gear arranged at the lower end of the linkage shaft, a second gear ring arranged on the lower end side wall of the positioning turntable, a first sector gear arranged on one side of the fixing frame and corresponding to the second gear ring, a second sector gear arranged below the first sector gear and corresponding to the second gear and opposite to the first sector gear, and a first drive source arranged below one side of the fixing frame and used for driving the first sector gear and the second sector gear to rotate as a whole.

[0010] Preferably, a first elastic member is arranged between the horizontal moving block and the clamping plate.

[0011] Preferably, when the upper supporting arm supports the parts, the upper half of the parts protrudes from the top of the positioning turntable, and when the lower supporting arm supports the parts, the lower half of the parts protrudes from the bottom of the positioning turntable.

[0012] Preferably, one end of the bottom of the positioning turntable is provided with a recess corresponding to the upper supporting arm, the upper supporting arm is located inside the recess, and the bottom of the upper supporting arm is higher than the bottom of the positioning turntable.

[0013] Preferably, the machine frame is arranged on the horizontal plane, the top of the machine frame is rotatably provided with a rotating disc, the fixing frame is a plurality of, and the plurality of fixing frames are uniformly arranged on the top periphery of the rotating disc, one end of the machine frame is rotatably provided with a first gear, the side edge of the rotating disc is provided with a first gear ring engaged with the first gear, and one end of the machine frame is provided with a second drive source for driving the first gear to rotate.

[0014] Preferably, one end of the machine frame is provided with a first fixed arm, the upper end of the first fixed arm extends to the top of the rotating disc and is provided with an arc-shaped first rack corresponding to the second gear.

[0015] Preferably, the periphery of the rotating disc is uniformly provided with through holes corresponding to the positioning turntable, and one end of the machine frame is provided with a blanking groove corresponding to the first fixed arm and the through holes.

[0016] Preferably, one end of the rack is provided with a second fixing arm, the upper end of the second fixing arm extends to the top of the running disc and is provided with an arc-shaped second rack gear corresponding to the second gear, and the second rack gear is located downstream of the first rack gear.

[0017] Preferably, the inner wall of the mounting groove and the bottom wall of the fixing frame are both provided with a damping fixing seat, one end of the damping fixing seat is provided with a damping block, a second elastic member is arranged between the damping block and the damping fixing seat, the damping block located on the inner side of the mounting groove corresponds to the side wall of the linkage shaft, and the mounting groove located at the bottom of the fixing frame corresponds to the side wall of the positioning turntable.

[0018] Preferably, the rack is provided with an industrial control box.

[0019] The technical effects and advantages of the present application are as follows:

[0020] In the present application, the fixing frame, the positioning turntable, the workpiece groove, the supporting assembly, the positioning assembly, the driving assembly and the plurality of industrial cameras are arranged to realize comprehensive detection of the parts, the position adjustment, rotation and clamping of the parts are realized through the cooperation of the first driving source and the self-weight of the parts, the structure is compact, the use is convenient, and the detection efficiency is improved.

[0021] In the present application, the running disc, the first gear, the first gear ring, the second driving source, the first rack and the second fixing arm are arranged to realize automatic unloading of the detected parts and resetting of the supporting assembly, facilitate subsequent detection, and realize continuous detection of the parts, further improve the working efficiency, and the whole device is mainly composed of a rotatable running disc, a plurality of fixing frames and a driving assembly, compared with the prior art, the driving source is reduced, and the device is a circular rotating structure, compared with the long conveying belt type detection device, the device has small volume and simple and compact structure. BRIEF DESCRIPTION OF DRAWINGS

[0022] The disclosure of the present application will be described with reference to the accompanying drawings. It should be understood that the drawings are only for illustrative purposes, and are not intended to limit the scope of protection of the present application. In the drawings, the same reference numerals are used to refer to the same parts:

[0023] Figure 1 It is a schematic view of the overall structure of the present application;

[0024] Figure 2 It is a schematic view of the structure of the machine cover after being removed;

[0025] Figure 3 It is a schematic view of the structure of the bottom of the rack of the present application;

[0026] Figure 4This is a structural diagram of the frame, testing frame, and rotating disc of the present invention in a disassembled state.

[0027] Figure 5 This is a schematic diagram of the structure of the rotating disc of the present invention in the state of engagement with the first fixed arm and the first rack;

[0028] Figure 6 This is a schematic diagram of the positioning turntable of the present invention in the state of engagement with the first sector gear and the second sector gear;

[0029] Figure 7 For the present invention Figure 6 A structural diagram from the bottom perspective;

[0030] Figure 8 This is a cross-sectional structural diagram of the positioning turntable of the present invention;

[0031] Figure 9 This is a schematic diagram of the structure of the upper support arm supporting the components in the initial state of the present invention;

[0032] Figure 10 For the present invention in Figure 9 A schematic diagram of the structure after the positioning turntable is rotated 180 degrees by the first sector gear;

[0033] Figure 11 For the present invention in Figure 10 A schematic diagram of the structure in which the components fall and are supported by the lower support arm when the second sector gear drives the second gear to rotate 90 degrees.

[0034] Figure 12 For the present invention in Figure 11 A schematic diagram of the structure in which the clamping plate clamps the parts when the second gear is driven to rotate 90 degrees by the second sector gear.

[0035] Figure 13 For the present invention in Figure 12 A schematic diagram of the structure under the condition that the positioning turntable is driven to rotate 180 degrees by the first sector gear;

[0036] Figure 14 For the present invention in Figure 13 A schematic diagram of the structure in which the clamping plate loosens the components and the components fall when the second gear passes the first rack;

[0037] Figure 15 For the present invention in Figure 14 A schematic diagram of the structure in which the upper support arm returns to the bottom of the workpiece groove when the second gear passes the second rack;

[0038] Figure 16 This is a structural diagram of the damping block and damping fixing seat of the present invention in their disassembled state.

[0039] Legend: 1, rack; 2, cover; 3, running disc; 4, detection frame; 5, fixed frame; 6, industrial camera; 7, first sector gear; 8, first driving source; 9, second driving source; 10, industrial control box; 11, blanking groove; 12, first ring gear; 13, first gear; 14, positioning turntable; 15, first fixed arm; 16, first rack; 17, second fixed arm; 18, second rack; 19, through hole; 20, second sector gear; 21, workpiece groove; 22, second ring gear; 23, second gear; 24, recess; 25, upper supporting arm; 26, lower supporting arm; 27, clamping plate; 28, mounting groove; 29, transverse moving block; 30, linkage shaft; 31, damping fixed seat; 32, driving block; 33, first elastic member; 34, damping block; 35, second elastic member. DETAILED DESCRIPTION

[0040] It is easy to understand that, according to the technical solution of the present application, those skilled in the art can propose various structural modes and implementation modes that can be replaced with each other without changing the essential spirit of the present application. Therefore, the following detailed description and the accompanying drawings are only exemplary descriptions of the technical solution of the present application, and should not be regarded as the whole or regarded as the limitation or restriction of the technical solution of the present application.

[0041] Referring to the drawings as Figure 2 , Figures 4-15As shown, a big data-based automobile parts casting defect detection device, including a fixed frame 5, the fixed frame 5 is through and rotationally arranged with a positioning turntable 14, the positioning turntable 14 is through and arranged with a workpiece groove 21 adapted to the parts, the positioning turntable 14 is provided with a support assembly for alternately supporting the parts, as a preferred embodiment, the support assembly includes a linkage shaft 30 rotationally arranged at one end of the positioning turntable 14, the linkage shaft 30 is vertically arranged, the upper end side wall of the linkage shaft 30 is provided with an upper supporting arm 25, the lower end side wall is provided with a lower supporting arm 26, and the horizontal included angle between the lower supporting arm 26 and the upper supporting arm 25 in the top view state is ninety degrees, the edge of the top of the upper supporting arm 25 and the lower supporting arm 26 is provided with a chamfer, and the upper supporting arm 25 and the lower supporting arm 26 are elastic, which is convenient for adapting to the ups and downs of the bottom of the parts, when the upper supporting arm 25 supports the parts, the upper half of the parts protrudes from the top of the positioning turntable 14, when the lower supporting arm 26 supports the parts, the lower half of the parts protrudes from the bottom of the positioning turntable 14, in order to avoid the upper supporting arm 25 shielding the side edge of the parts, a recess 24 corresponding to the upper supporting arm 25 is arranged at one end of the bottom of the positioning turntable 14, the upper supporting arm 25 is located inside the recess 24, and the bottom of the upper supporting arm 25 does not protrude from the bottom of the positioning turntable 14, preferably the bottom of the upper supporting arm 25 is higher than the bottom of the positioning turntable 14, in order to clamp the parts, a positioning assembly for clamping the parts is arranged on the positioning turntable 14, as a preferred embodiment, the positioning assembly includes a mounting groove 28 arranged inside one end of the positioning turntable 14 and communicating with the workpiece groove 21, a horizontal moving block 29 movably connected to the inside of the mounting groove 28 through a guide rail, a clamping plate 27 arranged at one end of the horizontal moving block 29 close to the workpiece groove 21, a first elastic element 33 arranged between the horizontal moving block 29 and the clamping plate 27, the first elastic element 33 is preferably a spring, the clamping plate 27 is used to abut against the side wall of the parts, a driving block 32 for displacement of the horizontal moving block 29 is arranged on the upper end side wall of the linkage shaft 30, the driving block 32 can push the horizontal moving block 29 to displace when corresponding to the horizontal moving block 29, so that the first elastic element 33 contracts to generate a reverse force, the spring force acts on the clamping plate 27 to realize clamping of the parts, and one end of the driving block 32 is provided with a roller, which can reduce friction and facilitate displacement of the horizontal moving block 29, one end of the horizontal moving block 29 close to the driving block 32 is provided with an arc-shaped groove, the roller will enter the arc-shaped groove when pushing the horizontal moving block 29 to displace, avoiding easy separation of the roller and the horizontal moving block 29;

[0042] As Figures 2-5As shown, in order to realize continuous detection, the rack 1 is arranged on the horizontal plane, the top of the rack 1 is rotatably provided with the rotating disc 3, the plurality of fixing frames 5 are uniformly arranged on the top periphery of the rotating disc 3, one end of the rack 1 is rotatably provided with the first gear 13, the side of the rotating disc 3 is provided with the first gear ring 12 engaged with the first gear 13, and one end of the rack 1 is provided with the second driving source 9 for driving the first gear 13 to rotate, and the second driving source 9 is preferably a speed reducer.

[0043] Further, as shown in the Figures 2-7 , a driving assembly for driving the positioning turntable 14 and the linkage shaft 30 to rotate alternately is further arranged, the driving assembly comprises the second gear 23 arranged at the lower end of the linkage shaft 30, the lower end side wall of the positioning turntable 14 is provided with the second gear ring 22, one side of the fixing frame 5 is rotatably provided with the first sector gear 7 corresponding to the second gear ring 22, the first sector gear 7 is rotatably arranged at one end of the top of the rack 1, and the first sector gear 7 can drive the positioning turntable 14 to rotate one hundred and eighty degrees in the meshing stage with the second gear ring 22, the lower side of the first sector gear 7 is provided with the second sector gear 20 corresponding to the second gear 23 and arranged in a back-to-back manner with the first sector gear 7, and the second sector gear 20 can drive the second gear 23 to rotate one hundred and eighty degrees in the meshing stage with the second gear 23, and the lower side of one side of the fixing frame 5 is provided with the first driving source 8 for driving the first sector gear 7 and the second sector gear 20 to rotate as a whole, and specifically, the first driving source 8 is arranged at one end of the bottom of the rack 1, and the first driving source 8 is preferably a speed reducer.

[0044] Further, as shown in the Figure 2 , Figures 4-5 , in order to realize comprehensive detection, the industrial cameras 6 are arranged at the upper and lower ends and the two sides of the fixing frame 5, the industrial cameras 6 at the upper and lower ends correspond to the upper and lower ends of the positioning turntable 14 respectively, the two industrial cameras 6 at the sides correspond to the edges of the two ends of the fixing frame 5, three of the industrial cameras 6 are fixed on the detection frame 4 in the shape of "U", and the other industrial camera 6 is fixed on one end of the top of the rack 1, the first sector gear 7 detection frame 4 is arranged in the middle of the rack 1, and the upper end of the detection frame 4 extends above the rotating disc 3, the periphery of the rotating disc 3 is uniformly provided with the through hole 19 corresponding to the positioning turntable 14, and the lower end of the detection frame 4 is located at the bottom of the rotating disc 3 and corresponds to the through hole 19, that is, the through hole 19 facilitates the detection of the bottom of the parts by the industrial camera 6 at the lower end, and also facilitates the falling of the subsequent parts.

[0045] In addition, as shown in the Figures 3-5As shown, in order to facilitate the falling collection of parts, a first fixed arm 15 is arranged at one end of the rack 1, the upper end of the first fixed arm 15 extends to the top of the rotating disc 3 and is provided with an arc-shaped first rack 16 corresponding to the second gear 23, and a blanking groove 11 corresponding to the first fixed arm 15 and the through hole 19 is arranged at one end of the rack 1.

[0046] As shown in the drawings, Figure 5 In order to facilitate the reset of the upper supporting arm 25 and the lower supporting arm 26 to the initial position, a second fixed arm 17 is arranged at one end of the rack 1, the upper end of the second fixed arm 17 extends to the top of the rotating disc 3 and is provided with an arc-shaped second rack 18 corresponding to the second gear 23, and the second rack 18 is located downstream of the first rack 16, which is convenient for supporting when feeding the subsequent parts.

[0047] As shown in the drawings, Figure 8 、 Figure 16 In order to prevent the positioning turntable 14 and the linkage shaft 30 from rotating by themselves, a damping fixed seat 31 is arranged on the inner wall of the mounting groove 28 and the bottom wall of the fixed frame 5, one end of the damping fixed seat 31 is provided with a damping block 34, a second elastic member 35 is arranged between the damping block 34 and the damping fixed seat 31, the second elastic member 35 is preferably a spring, the damping block 34 located on the inner side of the mounting groove 28 corresponds to the side wall of the linkage shaft 30, the mounting groove 28 located at the bottom of the fixed frame 5 corresponds to the side wall of the positioning turntable 14, a roller is rotationally arranged at the end of the damping block 34 away from the second elastic member 35, and the roller is in close contact and rolling fit with the side wall of the positioning turntable 14 and the side wall of the linkage shaft 30.

[0048] As shown in the drawings, Figure 1 In order to protect the processing area, a machine cover 2 is arranged at the upper end of the rack 1, the side of the machine cover 2 can be provided with a maintenance door according to needs, which is convenient for internal maintenance and feeding and discharging, and can cover the detection area to avoid the influence of external light on the detection of the industrial camera 6, and in order to facilitate the detection of the industrial camera 6, a light source can also be arranged at the industrial camera 6.

[0049] Working principle: in use, the upper supporting arm 25 in the initial state is located directly below the workpiece groove 21, the zero part to be detected is placed in the workpiece groove 21, at this time the bottom of the zero part is supported by the upper supporting arm 25, and the upper half of the zero part protrudes from the top of the positioning turntable 14, and the driving block 32 and the transverse block 29 are staggered, without clamping the zero part, control the second driving source 9 to drive the first gear 13 to rotate, the first gear 13 drives the rotating disc 3 to rotate by a certain amplitude, so that the zero part to be detected comes to the first sector gear 7 and the second sector gear 20, and at this time the positioning turntable 14 just corresponds to the industrial camera 6, at this time the first sector gear 7 corresponds to the second gear ring 22, then control the first driving source 8 to drive the first sector gear 7 and the second sector gear 20 to rotate as a whole, the first sector gear 7 meshes with the second gear ring 22, and then the first sector gear 7 drives the positioning turntable 14 to rotate one hundred and eighty degrees through the second gear ring 22, during which the upper industrial camera 6 detects the upper surface of the zero part, and when rotating one hundred and eighty degrees, the two industrial cameras 6 at both ends of the side detect the side edge of the upper half of the zero part, then the first driving source 8 continues to control the first sector gear 7 and the second sector gear 20 to rotate as a whole, at this time the first sector gear 7 and the second gear ring 22 are separated, the second sector gear 20 then meshes with the second gear 23, the second gear 23 drives the linkage shaft 30 to rotate one hundred and eighty degrees, and when rotating to less than ninety degrees, the upper supporting arm 25 will be separated from the bottom of the zero part, and the lower supporting arm 26 will be displaced to the bottom of the zero part immediately after, and then the zero part falls to the top of the lower supporting arm 26 under its own weight, and then the lower part of the zero part protrudes from the bottom of the positioning turntable 14, at this time the driving block 32 and the transverse block 29 are still staggered, then due to the continuous rotation of the linkage shaft 30, the lower supporting arm 26 gradually separates from the bottom of the zero part, and before separation, the driving block 32 gradually contacts and pushes the transverse block 29, the transverse block 29 is pressed by the first elastic piece 33, and then the clamping plate 27 is pressed to the side wall of the zero part, at this time the bottom of the zero part is not blocked, so that the lower industrial camera 6 can detect the lower surface of the zero part, then control the first driving source 8 to continue to drive the first sector gear 7 and the second sector gear 20 to rotate as a whole, the first sector gear 7 will mesh with the second gear ring 22 again, and then the first sector gear 7 drives the positioning turntable 14 to rotate one hundred and eighty degrees again through the second gear ring 22, and then the two industrial cameras 6 at the side detect the side of the lower half of the zero part, so as to realize comprehensive detection, and the upstream work station can place the zero part during detection, then the second driving source 9 drives the first gear 13 to continue to rotate, the first gear 13 continues to drive the rotating disc 3 to rotate, so as to continuously convey the upstream zero part to be detected to the detection position, and the detected zero part will pass through the first fixed arm 15 when the rotating disc 3 rotates, so that the second gear 23 meshes with the first gear rack 16, and then the second gear 23 drives the linkage shaft 30 to rotate ninety degrees, at this time the driving block 32 and the transverse block 29 are separated, the first elastic piece 33 is reset,When the pressure of the clamping plate 27 on the side wall of the part disappears, the part falls down through the through hole 19 and the blanking groove 11 under its own weight, and when the subsequent rotation continues, the second gear 23 will engage with the second rack 18, and then the second gear 23 will continue to rotate by 90 degrees, so that the upper supporting arm 25 is again below the workpiece groove 21, so as to facilitate the subsequent feeding;

[0050] The side detection involves step-by-step detection of multiple directions of the part, and a complete circumferential view is constructed through image registration and fusion algorithm, which can effectively identify surface defects such as pores and cracks.

[0051] It should be noted that, in order to prevent the positioning turntable 14 and the linkage shaft 30 from easily rotating, the corresponding damping block 34 will be in contact with the side wall of the linkage shaft 30 and the side wall of the positioning turntable 14 through the roller, thereby increasing the resistance of the linkage shaft 30 and the positioning turntable 14, and avoiding the self-rotation of the positioning turntable 14 and the linkage shaft 30. Since the positioning turntable 14 will also be stressed when the second sector gear 20 engages with the second gear 23, the resistance of the damping block 34 to the positioning turntable 14 and the linkage shaft 30 is configured as follows: when the second sector gear 20 drives the linkage shaft 30 to rotate through the second gear 23, the resistance received by the positioning turntable 14 will not cause the positioning turntable 14 to rotate, thereby ensuring the stability of the positioning turntable 14 and the linkage shaft 30.

[0052] The rack 1 is provided with an industrial control box 10, which is electrically connected with the first driving source 8, the second driving source 9, the industrial camera 6 and the like. The industrial control box 10 also has a multi-source data acquisition and synchronization module, an image preprocessing and defect feature extraction module, a big data defect classification and traceability module, a dynamic detection strategy optimization module, a man-machine interaction and remote monitoring module, and a device collaborative control module. The multi-source data acquisition and synchronization module is responsible for multi-source data acquisition and synchronization, and captures multi-angle images of rotating parts in real time through the industrial camera 6, synchronously associates angle signals of a rotary encoder and casting process parameters such as temperature, pressure and the like, constructs a spatiotemporally aligned original data set, and ensures accurate matching of images, motion trajectories and process data.

[0053] The image preprocessing and defect feature extraction module adopts denoising, distortion correction and dynamic light compensation algorithm to eliminate motion blur and environmental interference, and extracts geometric features of a defect area based on edge detection and texture analysis to generate a structured feature vector for subsequent analysis.

[0054] The big data defect classification and traceability module is used to load a pre-trained deep learning model to identify real-time defect types of the feature vector, such as pores, cracks and the like, and simultaneously fuse historical process data to establish an association rule library of defects and process fluctuations, so as to realize rapid positioning of defect sources.

[0055] The dynamic detection strategy optimization module automatically adjusts the sampling frequency of the industrial camera 6 or the rotation speed of the first driving source 8 according to the real-time defect distribution, starts local high-precision re-inspection on the high-occurrence area, and updates the classification model based on the incremental learning mechanism using new samples, thereby improving the adaptability of defect detection.

[0056] The human-computer interaction and remote monitoring module displays real-time detection results, defect heat maps and process alarm information through the Web service embedded in the industrial computer 10, and uploads compressed key data to the cloud quality management system, supports remote report generation and cross-line quality comparison.

[0057] The device cooperative control module drives the first driving source 8, the second driving source 9 and triggers the shooting action of the industrial camera 6 through the PLC and the real-time operating system of the industrial computer 10, ensures the synchronization of mechanical movement and detection process, and automatically triggers the device shutdown protection mechanism when the continuous defect exceeds the standard, forms a "perception-analysis-decision-control" closed loop, and meets the intelligent detection requirements of high precision and low delay.

[0058] The technical scope of the present application is not limited to the content in the above description, and those skilled in the art can make various modifications and changes to the above embodiments without departing from the technical idea of the present application, and these modifications and changes should belong to the protection scope of the present application.

Claims

1. A big data based casting defect detection device for automobile parts, characterized by, Including the fixed frame (5), the fixed frame (5) is provided with the positioning turntable (14) through and rotates, the positioning turntable (14) is provided with the workpiece slot (21) through on the positioning turntable (14) and is adapted to spare parts; The support assembly for alternately supporting spare parts is arranged on the positioning turntable (14), the support assembly includes the linkage shaft (30) rotatably arranged at one end of the positioning turntable (14), the upper end side wall of the linkage shaft (30) is provided with the upper supporting arm (25), the lower end side wall is provided with the lower supporting arm (26), and the horizontal included angle between the upper supporting arm (25) and the lower supporting arm (26) is ninety degrees; When the upper supporting arm (25) supports the spare parts, the upper half of the spare parts protrudes from the top of the positioning turntable (14), and when the lower supporting arm (26) supports the spare parts, the lower half of the spare parts protrudes from the bottom of the positioning turntable (14). The positioning assembly for clamping the spare parts is arranged on the positioning turntable (14), the positioning assembly includes the installation slot (28) arranged on the inner side of one end of the positioning turntable (14) and communicated with the workpiece slot (21), the inner side of the installation slot (28) is movably connected with the transverse block (29), one end of the transverse block (29) close to the workpiece slot (21) is provided with the clamping plate (27), and the upper end side wall of the linkage shaft (30) is provided with the driving block (32) for displacement of the transverse block (29). The upper and lower ends and the two side faces of the fixed frame (5) are provided with industrial cameras (6), the upper and lower ends of the industrial cameras (6) correspond to the upper and lower ends of the positioning turntable (14), and the two industrial cameras (6) on the side face correspond to the edge of the two ends of the fixed frame (5). The drive assembly for driving the positioning turntable (14) and the linkage shaft (30) to rotate alternately is further included, the drive assembly includes the second gear (23) arranged at the lower end of the linkage shaft (30), the lower end side wall of the positioning turntable (14) is provided with the second gear ring (22), one side of the fixed frame (5) is rotatably provided with the first sector gear (7) corresponding to the second gear ring (22), the lower side of the first sector gear (7) is provided with the second sector gear (20) corresponding to the second gear (23) and arranged in a back direction from the first sector gear (7), and the lower side of one side of the fixed frame (5) is provided with the first drive source (8) for driving the first sector gear (7) and the second sector gear (20) to rotate as a whole.

2. The big data based automobile component casting defect detection device as claimed in claim 1, wherein: The first elastic member (33) is arranged between the transverse block (29) and the clamping plate (27).

3. The big data based automobile component casting defect detection device as claimed in claim 1, wherein: One end of the bottom of the positioning turntable (14) is provided with the recess (24) corresponding to the upper supporting arm (25), the upper supporting arm (25) is located in the inner side of the recess (24), and the bottom of the upper supporting arm (25) is higher than the bottom of the positioning turntable (14).

4. The big data based automobile component casting defect detection device as claimed in claim 1, wherein: Also include the horizontal surface on the rack (1), the top of the rack (1) is provided with a rotating disc (3), the fixed frame (5) is a plurality of, and a plurality of the fixed frame (5) is evenly arranged on the top of the rotating disc (3) periphery, one end of the rack (1) is provided with a first gear (13), the side of the rotating disc (3) is provided with a first gear ring (12) meshing with the first gear (13), one end of the rack (1) is provided with a second drive source (9) for driving the first gear (13) to rotate.

5. The big data based automobile component casting defect detection device as claimed in claim 4, wherein: One end of the rack (1) is provided with a first fixed arm (15), the upper end of the first fixed arm (15) extends to the top of the rotating disc (3) and is provided with a first rack (16) in the form of an arc, the first rack (16) corresponds to the second gear (23).

6. The big data based automobile component casting defect detection device as claimed in claim 5, wherein: The periphery of the rotating disc (3) is uniformly provided with a through hole (19) corresponding to the positioning turntable (14), one end of the rack (1) is provided with a blanking groove (11) corresponding to the first fixed arm (15) and the through hole (19).

7. The big data based automobile component casting defect detection device as claimed in claim 5, wherein: One end of the rack (1) is provided with a second fixed arm (17), the upper end of the second fixed arm (17) extends to the top of the rotating disc (3) and is provided with a second rack (18) in the form of an arc, the second rack (18) corresponds to the second gear (23), and the second rack (18) is located downstream of the first rack (16).

8. The big data based automobile component casting defect detection device as claimed in claim 1, wherein: The inner wall of the mounting groove (28) and the bottom wall of the fixed frame (5) are provided with a damping fixing seat (31), one end of the damping fixing seat (31) is provided with a damping block (34), a second elastic element (35) is arranged between the damping block (34) and the damping fixing seat (31), and the damping block (34) inside the mounting groove (28) corresponds to the side wall of the linkage shaft (30), the mounting groove (28) at the bottom of the fixed frame (5) corresponds to the side wall of the positioning turntable (14).

9. The big data based automobile component casting defect detection device as claimed in claim 4, wherein: The rack (1) is provided with an industrial control box (10).

Citation Information

Patent Citations

  • Automobile part detection device and detection method based on machine vision

    CN116698839A

  • Photovoltaic support detection device

    CN120160536A