Electronic product performance testing device based on artificial intelligence and analysis system thereof

Abstract

The invention relates to the technical field of electronic product performance testing, and particularly discloses an electronic product performance testing device based on artificial intelligence and an analysis system thereof.The electronic product performance testing device comprises a mounting sleeve frame, a testing sleeve frame is fixedly connected to the middle of the top of the mounting sleeve frame, and a mechanical arm is fixedly connected to one side of the inner wall of the testing sleeve frame; the bottom end of the mechanical arm is fixedly connected with a clamp; through the arrangement of a placing plate, a first protruding block and a second protruding block, when the device is used, a mechanical arm is used for adjusting a clamp to convey an electronic product placed on the surface of a conveying belt into a sealing sleeve frame in a testing sleeve frame, the placing plate is used for placing the electronic product, a connecting disc drives the second protruding block at the top to rotate, and the second protruding block rotates in the rotating process; the first protruding block is jacked up, so that the placing plate continuously shakes, elastic pads on the two sides of the placing plate are used for limiting, the placing plate can be prevented from overturning, shaking detection is conducted on the electronic product on the top of the placing plate, and therefore the effects of conveniently taking the electronic product and conducting shaking testing are achieved.

Description

Technical Field

[0001] The present invention belongs to the technical field of electronic product performance testing, and in particular relates to an electronic product performance testing device based on artificial intelligence and an analysis system thereof. Background Art

[0002] As the functions of electronic products become increasingly complex and diverse, traditional testing methods can no longer meet the needs of efficient and accurate testing. Electronic product performance testing needs to cover more functional scenarios and performance indicators, such as response time, throughput, stability, etc. Manual testing is not only inefficient, but also prone to errors. It is difficult to meet the needs of large-scale and rapid iteration testing. At the same time, as the scope of testing expands, the testing cost also increases significantly. Therefore, an easy-to-use electronic product performance testing device is needed.

[0003] In the Chinese patent with the publication number CN212514685U, an electronic product performance test device is mentioned, including a device body, a test frame is arranged on the device body, and a mounting frame is arranged on the test frame, a limit rod is arranged on the upper surface of the device body, and the limit rod is arranged on the inner side of the test frame, the upper sliding connection of the device body is connected with a storage table, and the lower end of the storage table is connected to the transmission shaft, the lower end of the transmission shaft passes through the upper surface of the device body, and the transmission shafts are connected by a synchronous belt, the transmission shaft on the left is connected to the motor, and the motor is arranged in the device body. In the electronic product performance test device, the test probe and the external test equipment are electrically connected, the electronic product is installed on the placement frame, the mounting frame is pushed by the second electric telescopic rod, and the test probe and the electronic product are contacted under the action of the positioning hole and the limit rod, and the performance of the electronic product is tested by the external test equipment, avoiding manual wiring and improving the test efficiency.

[0004] However, the above technical solution makes the test probe contact with the electronic product, and the performance of the electronic product is tested through external testing equipment. But during the operation of the device, the test of the electronic product is relatively simple, and it is difficult to test the electronic product independently, resulting in poor use effect of the device, so the staff needs to improve it. Summary of the invention

[0005] The purpose of the present invention is to provide an electronic product performance testing device and an analysis system thereof based on artificial intelligence to solve the problems raised in the above-mentioned background technology.

[0006] To achieve the above object, the present invention provides the following technical solutions:

[0007] An electronic product performance testing device based on artificial intelligence, comprising:

[0008] Install the frame;

[0009] A test frame is fixedly connected to the middle of the top of the installation frame, a mechanical arm is fixedly connected to one side of the inner wall of the test frame, and a clamp is fixedly connected to the bottom end of the mechanical arm;

[0010] A sealing sleeve frame is fixedly connected to the other side of the inner wall of the test sleeve frame, and both sides of the inner bottom wall of the sealing sleeve frame are fixedly connected to a support frame, one side of the top of the support frame is fixedly connected to an elastic pad, one side of the surface of the elastic pad is fixedly connected to a placement plate, and one side of the bottom of the placement plate is overlapped on the top of the support frame, a plurality of groups of first protrusion blocks are fixedly connected to the middle of the bottom of the placement plate, a driving motor is fixedly connected to the middle of the inner bottom wall of the sealing sleeve frame, a driving rod is installed at the output end of the driving motor, and the top of the driving rod is fixedly connected to a connecting disk, a plurality of groups of second protrusion blocks are fixedly connected to one side of the top of the connecting disk, and one side of the top of the second protrusion block is overlapped on the bottom of the placement plate, and the second protrusion blocks are staggered with the first protrusion blocks.

[0011] Preferably, a high and low temperature integrated machine is fixedly connected to the top of the inner wall of the sealing sleeve frame, a plurality of air outlets are provided on the inner wall of the high and low temperature integrated machine, a protective box is fixedly connected to the middle of the inner top wall of the sealing sleeve frame, a hydraulic cylinder is fixedly connected to one side of the inner wall of the protective box, a telescopic rod is installed at the output end of the hydraulic cylinder, a connecting plate is fixedly connected to the bottom end of the connecting plate, an impact plate is fixedly connected to one side of the bottom of the impact plate, and a pressure sensor is fixedly connected to one side of the inner wall of the impact plate.

[0012] Preferably, a baffle is fixedly connected to one side of the sealing sleeve frame surface, connecting frames are fixedly connected to both sides of the baffle surface, electric slide rails are fixedly connected to one side of the inner walls of the two connecting frames, a sliding block is slidably connected to one side of the inner wall of the electric slide rail, a sealing door is fixedly connected to one side of the sliding block surface, and one side of the sealing door surface is slidably inserted into the inner wall of the baffle.

[0013] Preferably, a camera is fixedly connected to one side of the inner wall of the mounting frame, a driving mechanism is fixedly connected to one side of the surface of the mounting frame, a conveyor belt is installed at the output end of the driving mechanism, and both sides of the conveyor belt are rotatably connected to the inner wall of the mounting frame.

[0014] Preferably, a controller is fixedly connected to one side of the inner wall of the mounting frame, a smart core board is electrically connected to one side of the controller, a power supply component is electrically connected to one side of the smart core board, and a transmission component is electrically connected to one side of the power supply component.

[0015] Preferably, a control panel is fixedly connected to the middle of the surface of the mounting frame, and the control panel is electrically connected to the controller, the smart core board, the power supply component and the transmission component. A plurality of groups of support rods are fixedly connected to one side of the bottom of the mounting frame, and an anti-slip pad is fixedly connected to the bottom end of the support rod.

[0016] An electronic product performance test and analysis system based on artificial intelligence, comprising:

[0017] Collection end, processing end and control end;

[0018] The acquisition end includes a data acquisition module, the processing end includes a data processing module and an intelligent analysis module, and the control end includes a report generation module and a control and feedback module;

[0019] The data acquisition module is used to transport electronic products to the test area for performance testing, including but not limited to the physical performance data of the product, the response data under environmental influences, and the visual inspection data.

[0020] Preferably, the data processing module receives data transmitted by the data acquisition module, cleans, filters, analyzes and converts the data using a preset algorithm, and extracts key performance indicators and features; the intelligent analysis module performs an in-depth analysis of the processed data based on one of the machine learning and deep learning algorithms to identify product performance trends, abnormal behaviors, potential failure points and optimization space.

[0021] Preferably, the report generation module automatically generates a detailed test report based on the results of the intelligent analysis module, and the report content includes but is not limited to a test overview, performance evaluation, problem summary, optimization suggestions and chart presentation.

[0022] Preferably, the control and feedback module automatically adjusts the test parameters according to the analysis results, and simultaneously sends control instructions and feedback information to the operator.

[0023] Compared with the prior art, the present invention has the following beneficial effects:

[0024] (1) Through the arrangement of the sealing sleeve frame, the placement plate, the first protruding block and the second protruding block, when in use, the electronic product placed on the surface of the conveyor belt is transported to the inside of the sealing sleeve frame inside the test sleeve frame by using the mechanical arm to adjust the clamp, and the electronic product is placed on the placement plate. The connecting plate drives the second protruding block on the top to rotate. During the rotation process, the second protruding block lifts up the first protruding block, so that the placement plate shakes continuously, and the elastic pads on both sides of the placement plate are limited to prevent the placement plate from flipping over, thereby detecting the jitter of the electronic product on the top of the placement plate, thereby achieving the effect of conveniently taking and jitter testing of the electronic product, and facilitating the operation of the staff.

[0025] (2) Through the arrangement of the high and low temperature integrated machine, the impact plate, the baffle plate and the sealing door, when in use, the electric slide rail drives the sliding block connected to the inner wall to adjust the height, and the sliding block drives the sealing door on one side to adjust the height, so that the sealing door can adjust the height inside the baffle plate, and the outlet opening and closing of the sealing sleeve frame can be controlled. The output end of the high and low temperature integrated machine discharges cold air or hot air through the air outlet, thereby adjusting the temperature inside the sealing sleeve frame, so that the electronic products placed on the top of the placement plate can be temperature tested. The output end of the hydraulic cylinder drives the telescopic rod to adjust the height, and the telescopic rod drives the bottom connecting plate to adjust. The connecting plate drives the bottom impact plate to perform impact and extrusion tests on the electronic products, and a pressure sensor is arranged on the inner wall of the impact plate to detect the impact data, thereby achieving the effect of temperature and pressure testing of the electronic products, and facilitating the sealing of the monitoring area. BRIEF DESCRIPTION OF THE DRAWINGS

[0026] Figure 1 A perspective view of the present invention;

[0027] Figure 2 is a three-dimensional diagram of the mechanical arm of the present invention;

[0028] Figure 3 A three-dimensional diagram of the sealing sleeve frame of the present invention;

[0029] Figure 4 is a three-dimensional diagram of the impact plate of the present invention;

[0030] Figure 5 A three-dimensional diagram of a placement plate of the present invention;

[0031] Figure 6 is a stereogram of the camera of the present invention;

[0032] Figure 7 It is a flow chart of the system of the present invention;

[0033] In the figure: 1. Installation frame; 2. Test frame; 3. Robotic arm; 4. Clamp; 5. Sealing frame; 6. Support frame; 7. Elastic pad; 8. Placement plate; 9. First protrusion block; 10. Drive motor; 11. Drive rod; 12. Connecting plate; 13. Second protrusion block; 14. High and low temperature integrated machine; 15. Air outlet; 16. Protective box; 17. Hydraulic cylinder; 18. Telescopic rod; 19. Connecting plate; 20. Impact plate; 21. Baffle; 22. Connecting frame; 23. Sliding block; 24. Sealing door; 25. Camera; 26. Drive mechanism; 27. Conveyor belt; 28. Controller; 29. ​​Smart core board; 30. Power supply component; 31. Transmission component; 32. Control panel; 33. Support rod. DETAILED DESCRIPTION

[0034] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0035] Embodiment 1:

[0036] See also Figures 1 to 6 As shown, an electronic product performance testing device based on artificial intelligence includes:

[0037] Install the frame 1;

[0038] A test frame 2 is fixedly connected to the middle of the top of the installation frame 1, a mechanical arm 3 is fixedly connected to one side of the inner wall of the test frame 2, and a clamp 4 is fixedly connected to the bottom end of the mechanical arm 3;

[0039] A sealing sleeve frame 5 is fixedly connected to the other side of the inner wall of the test sleeve frame 2, and support frames 6 are fixedly connected to both sides of the inner bottom wall of the sealing sleeve frame 5, and an elastic pad 7 is fixedly connected to one side of the top of the support frame 6, and a placement plate 8 is fixedly connected to one side of the surface of the elastic pad 7, and one side of the bottom of the placement plate 8 is overlapped on the top of the support frame 6, and a plurality of groups of first protruding blocks 9 are fixedly connected to the middle of the bottom of the placement plate 8, and a driving motor 10 is fixedly connected to the middle of the inner bottom wall of the sealing sleeve frame 5, and a driving rod 11 is installed at the output end of the driving motor 10, and a connecting disk 12 is fixedly connected to the top of the driving rod 11, and a plurality of groups of second protruding blocks 13 are fixedly connected to one side of the top of the connecting disk 12, and one side of the top of the second protruding block 13 is overlapped on the bottom of the placement plate 8, and the second protruding blocks 13 and the first protruding blocks 9 are staggered.

[0040] When in use, a test frame 2 is arranged on the top of the installation frame 1, and a clamp 4 is arranged inside the test frame 2 through a mechanical arm 3. The mechanical arm 3 is used to adjust the clamp 4 to transport the electronic products placed on the surface of the conveyor belt 27 to the inside of the sealing frame 5 inside the test frame 2. An elastic pad 7 is arranged on the inner wall of the sealing frame 5 through a support frame 6. A placement plate 8 is arranged on one side of the elastic pad 7 and overlapped on the top of the support frame 6. The electronic products are placed on the placement plate 8. A plurality of first protruding blocks 9 are arranged at the bottom of the placement plate 8, and A driving motor 10 is arranged on the inner bottom wall of the sealing sleeve frame 5. When the staff connects the driving motor 10 to a power source, the output end of the driving motor 10 drives the driving rod 11 to rotate, and the driving rod 11 drives the connecting disk 12 at the top to rotate, and the connecting disk 12 drives the second protruding block 13 at the top to rotate. During the rotation process, the second protruding block 13 lifts up the first protruding block 9, so that the placement plate 8 shakes continuously, and the elastic pads 7 on both sides of the placement plate 8 are limited to prevent the placement plate 8 from flipping over, thereby detecting the shaking of the electronic products on the top of the placement plate 8.

[0041] Embodiment 2:

[0042] See also Figures 1 to 6 As shown, a high and low temperature integrated machine 14 is fixedly connected to the top of the inner wall of the sealing sleeve frame 5, and a plurality of air outlets 15 are provided on the inner wall of the high and low temperature integrated machine 14. A protective box 16 is fixedly connected to the middle of the inner top wall of the sealing sleeve frame 5, and a hydraulic cylinder 17 is fixedly connected to one side of the inner wall of the protective box 16. A telescopic rod 18 is installed at the output end of the hydraulic cylinder 17, and a connecting plate 19 is fixedly connected to the bottom end of the telescopic rod 18, and an impact plate 20 is fixedly connected to one side of the bottom of the connecting plate 19, and a pressure sensor is fixedly connected to one side of the inner wall of the impact plate 20, and a baffle 21 is fixedly connected to one side of the surface of the sealing sleeve frame 5, and connecting frames 22 are fixedly connected to both sides of the surface of the baffle 21, and electric slide rails are fixedly connected to one side of the inner wall of the two connecting frames 22, and a sliding block 23 is slidably connected to one side of the inner wall of the electric slide rail, and a sealing door 24 is fixedly connected to one side of the surface of the sliding block 23, and a sealing door 24 is fixedly connected to one side of the surface of the sealing door 24. The side is slidably plugged into the inner wall of the baffle 21, a camera 25 is fixedly connected to one side of the inner wall of the mounting frame 1, a driving mechanism 26 is fixedly connected to one side of the surface of the mounting frame 1, a conveyor belt 27 is installed at the output end of the driving mechanism 26, and both sides of the conveyor belt 27 are rotatably connected to the inner wall of the mounting frame 1, a controller 28 is fixedly connected to one side of the inner wall of the mounting frame 1, one side of the controller 28 is electrically connected to an intelligent core board 29, one side of the intelligent core board 29 is electrically connected to a power supply assembly 30, one side of the power supply assembly 30 is electrically connected to a transmission assembly 31, a control panel 32 is fixedly connected to the middle of the surface of the mounting frame 1, and the control panel 32 is electrically connected to the controller 28, the intelligent core board 29, the power supply assembly 30 and the transmission assembly 31, a plurality of support rods 33 are fixedly connected to one side of the bottom of the mounting frame 1, and an anti-slip pad is fixedly connected to the bottom end of the support rod 33.

[0043] When in use, a baffle 21 is provided on the surface of the sealing sleeve frame 5, and an electric slide rail is provided on the surface of the baffle 21 through a connecting frame 22. The staff connects the electric slide rail to a power source, and the electric slide rail drives the sliding block 23 connected to the inner wall to adjust the height. The sliding block 23 drives the sealing door 24 on one side to adjust, so that the sealing door 24 adjusts its height inside the baffle 21, and the opening and closing of the outlet of the sealing sleeve frame 5 can be controlled. A high and low temperature integrated machine 14 is provided on the inner top wall of the sealing sleeve frame 5. The staff connects the high and low temperature integrated machine 14 to a power source, and the output end of the high and low temperature integrated machine 14 is opened. Cold air or hot air is discharged through the air outlet 15, thereby adjusting the temperature inside the sealing frame 5, so that the electronic products placed on the top of the placement plate 8 can be subjected to temperature testing, and a hydraulic cylinder 17 is provided on the inner top wall of the sealing frame 5 through a protective box 16, and the staff drives the hydraulic cylinder 17, and the output end of the hydraulic cylinder 17 drives the telescopic rod 18 to adjust the height, and the telescopic rod 18 drives the connecting plate 19 at the bottom to adjust, and the connecting plate 19 drives the impact plate 20 at the bottom to perform impact and extrusion tests on the electronic products, and a pressure sensor is provided on the inner wall of the impact plate 20 to detect impact data.

[0044] Embodiment three:

[0045] See also Figure 7 As shown, an electronic product performance test and analysis system based on artificial intelligence includes:

[0046] Collection end, processing end and control end;

[0047] The acquisition end includes a data acquisition module, the processing end includes a data processing module and an intelligent analysis module, and the control end includes a report generation module and a control and feedback module;

[0048] The data acquisition module is used to transport electronic products to the test area for performance testing, including but not limited to the product's physical performance data, response data under environmental influences, and visual inspection data.

[0049] The data processing module receives the data transmitted by the data acquisition module, and uses preset algorithms to clean, filter, analyze and convert the data to extract key performance indicators and features. The intelligent analysis module performs in-depth analysis of the processed data based on one of the machine learning and deep learning algorithms to identify product performance trends, abnormal behaviors, potential failure points and optimization space.

[0050] The feedback level refers to the original sample, and the F value is two indicators that comprehensively reflect the overall indicator, namely the harmonic mean of accuracy and response coefficient expressed in F=X / 2 / precision (accuracy+feedback). Using the tasa, Sb attribute table, the area of ​​the mechanical equipment can be obtained. Each of these two methods is correctly defined, and according to the precise definition, the feedback coefficient and value can be expressed.

[0051]

[0052] As shown above, the three evaluation indicators of the artificial neural network method are all higher than those of the maximum likelihood method, indicating that the artificial neural network method is more sensitive to the recognition of high-resolution mechanical equipment in remote sensing images.

[0053] The maximum likelihood method is based on the Bayesian theorem judgment criterion. By considering the multidimensional telekinetic image propagation statistics as the statistics of the multidimensional normal distribution, the possibility of the pre-selected learning area being classified as a shapeshifter is calculated, and the closest discriminative function and discriminative rules are formulated. In order to create the classification of telekinetic visual images, the calculation formula is:

[0054]

[0055] Where: m is the number of bands; p is the m-dimensional normal distribution density function of the kth class.

[0056] The report generation module automatically generates a detailed test report based on the results of the intelligent analysis module. The report content includes but is not limited to test overview, performance evaluation, problem summary, optimization suggestions and chart display.

[0057] The control and feedback module automatically adjusts the test parameters according to the analysis results and simultaneously sends control instructions and feedback information to the operator.

[0058] Embodiment 4:

[0059] See also Figures 1 to 7 As shown, during the physical test of the electronic product, the mechanical arm 3 is used to adjust the clamp 4 to transport the electronic product placed on the surface of the conveyor belt 27 to the inside of the sealing sleeve frame 5 inside the test sleeve frame 2, and the electronic product is placed on the placement plate 8. The connecting plate 12 drives the second protruding block 13 on the top to rotate. During the rotation process, the second protruding block 13 lifts the first protruding block 9, so that the placement plate 8 is constantly shaking. The sealing door 24 adjusts the height inside the baffle 21 to control the opening and closing of the outlet of the sealing sleeve frame 5. The output end of the high and low temperature integrated machine 14 discharges cold air or hot air through the air outlet 15, thereby adjusting the temperature inside the sealing sleeve frame 5, so that the electronic product placed on the top of the placement plate 8 is subjected to temperature testing, and the telescopic rod 18 drives the bottom connecting plate 19 to adjust, and the connecting plate 19 drives the bottom impact plate 20 to perform impact and extrusion test on the electronic product, and a pressure sensor is provided on the inner wall of the impact plate 20 to detect impact data.

[0060] Working principle: When in use, the mechanical arm 3 is used to adjust the clamp 4 to transport the electronic products placed on the surface of the conveyor belt 27 to the inside of the sealing sleeve frame 5 inside the test sleeve frame 2, and the electronic products are placed on the placement plate 8. The staff connects the drive motor 10 to the power supply, and the output end of the drive motor 10 drives the drive rod 11 to rotate, and the drive rod 11 drives the top connection disk 12 to rotate, and the connection disk 12 drives the top second protruding block 13 to rotate. During the rotation process, the second protruding block 13 lifts the first protruding block 9, so that the placement plate 8 shakes continuously, and the elastic pads 7 on both sides of the placement plate 8 are limited to prevent the placement plate 8 from flipping over, thereby detecting the shaking of the electronic products on the top of the placement plate 8, and the staff connects the electric slide rail to the power supply, and the electric slide rail drives the inner wall to slide and connect The sliding block 23 adjusts the height, and the sliding block 23 drives the sealing door 24 on one side to adjust, so that the sealing door 24 adjusts the height inside the baffle 21, and can control the opening and closing of the outlet of the sealing sleeve frame 5. The staff connects the high and low temperature integrated machine 14 to the power supply, and the output end of the high and low temperature integrated machine 14 discharges cold air or hot air through the air outlet 15, thereby adjusting the temperature inside the sealing sleeve frame 5, so that the electronic products placed on the top of the placement plate 8 are temperature tested. The staff drives the hydraulic cylinder 17, and the output end of the hydraulic cylinder 17 drives the telescopic rod 18 to adjust the height, and the telescopic rod 18 drives the connecting plate 19 at the bottom to adjust, and the connecting plate 19 drives the impact plate 20 at the bottom to perform impact and extrusion tests on the electronic products, and a pressure sensor is provided on the inner wall of the impact plate 20 to detect impact data.

[0061] Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that various changes, modifications, substitutions and variations may be made to the embodiments without departing from the principles and spirit of the present invention, and that the scope of the present invention is defined by the appended claims and their equivalents.

Claims

1. An electronic product performance testing device based on artificial intelligence, characterized in that: include: Installing the casing (1); A test frame (2) is fixedly connected to the middle of the top of the installation frame (1), a mechanical arm (3) is fixedly connected to one side of the inner wall of the test frame (2), and a clamp (4) is fixedly connected to the bottom end of the mechanical arm (3); The other side of the inner wall of the test sleeve frame (2) is fixedly connected to a sealing sleeve frame (5), and the two sides of the inner bottom wall of the sealing sleeve frame (5) are fixedly connected to a support frame (6), and one side of the top of the support frame (6) is fixedly connected to an elastic pad (7), and one side of the surface of the elastic pad (7) is fixedly connected to a placement plate (8), and one side of the bottom of the placement plate (8) is overlapped with the top of the support frame (6), and the middle part of the bottom of the placement plate (8) is fixedly connected to a plurality of first protruding blocks (9), A driving motor (10) is fixedly connected to the middle of the inner bottom wall of the sealing sleeve frame (5), a driving rod (11) is installed at the output end of the driving motor (10), a connecting plate (12) is fixedly connected to the top of the driving rod (11), a plurality of groups of second protruding blocks (13) are fixedly connected to one side of the top of the connecting plate (12), and one side of the top of the second protruding blocks (13) is overlapped with the bottom of the placement plate (8), and the second protruding blocks (13) and the first protruding blocks (9) are arranged in a staggered manner.

2. The electronic product performance testing device based on artificial intelligence according to claim 1, characterized in that: A high and low temperature integrated machine (14) is fixedly connected to the top of the inner wall of the sealing sleeve frame (5), and a plurality of air outlets (15) are provided on the inner wall of the high and low temperature integrated machine (14). A protective box (16) is fixedly connected to the middle of the inner top wall of the sealing sleeve frame (5), and a hydraulic cylinder (17) is fixedly connected to one side of the inner wall of the protective box (16). A telescopic rod (18) is installed at the output end of the hydraulic cylinder (17), and a connecting plate (19) is fixedly connected to the bottom end of the telescopic rod (18). An impact plate (20) is fixedly connected to one side of the bottom of the connecting plate (19), and a pressure sensor is fixedly connected to one side of the inner wall of the impact plate (20).

3. The electronic product performance testing device based on artificial intelligence according to claim 1, characterized in that: A baffle (21) is fixedly connected to one side of the surface of the sealing sleeve frame (5), connection frames (22) are fixedly connected to both sides of the surface of the baffle (21), electric slide rails are fixedly connected to one side of the inner walls of the two connection frames (22), a sliding block (23) is slidably connected to one side of the inner wall of the electric slide rail, a sealing door (24) is fixedly connected to one side of the surface of the sliding block (23), and one side of the surface of the sealing door (24) is slidably plugged into the inner wall of the baffle (21).

4. The electronic product performance testing device based on artificial intelligence according to claim 1, characterized in that: A camera (25) is fixedly connected to one side of the inner wall of the installation sleeve (1), a driving mechanism (26) is fixedly connected to one side of the surface of the installation sleeve (1), a conveyor belt (27) is installed at the output end of the driving mechanism (26), and both sides of the conveyor belt (27) are rotatably connected to the inner wall of the installation sleeve (1).

5. The electronic product performance testing device based on artificial intelligence according to claim 1, characterized in that: A controller (28) is fixedly connected to one side of the inner wall of the installation sleeve frame (1), a smart core board (29) is electrically connected to one side of the controller (28), a power supply component (30) is electrically connected to one side of the smart core board (29), and a transmission component (31) is electrically connected to one side of the power supply component (30).

6. The electronic product performance testing device based on artificial intelligence according to claim 1, characterized in that: A control panel (32) is fixedly connected to the middle of the surface of the installation frame (1), and the control panel (32) is electrically connected to the controller (28), the intelligent core board (29), the power supply component (30) and the transmission component (31). A plurality of groups of support rods (33) are fixedly connected to one side of the bottom of the installation frame (1), and the bottom ends of the support rods (33) are fixedly connected to anti-slip pads.

7. An electronic product performance test and analysis system based on artificial intelligence, applicable to an electronic product performance test device based on artificial intelligence according to claims 1 to 6, characterized in that: include: Collection end, processing end and control end; The acquisition end includes a data acquisition module, the processing end includes a data processing module and an intelligent analysis module, and the control end includes a report generation module and a control and feedback module; The data acquisition module is used to transport electronic products to the test area for performance testing, including but not limited to the physical performance data of the product, the response data under environmental influences, and the visual inspection data.

8. The electronic product performance test and analysis system based on artificial intelligence according to claim 7, characterized in that: The data processing module receives the data transmitted by the data acquisition module, and uses a preset algorithm to clean, filter, analyze and convert the data to extract key performance indicators and features. The intelligent analysis module performs in-depth analysis on the processed data based on one of the machine learning and deep learning algorithms to identify product performance trends, abnormal behaviors, potential failure points and optimization space.

9. The electronic product performance test and analysis system based on artificial intelligence according to claim 7, characterized in that: The report generation module automatically generates a detailed test report based on the results of the intelligent analysis module. The report content includes but is not limited to test overview, performance evaluation, problem summary, optimization suggestions and chart display.

10. The electronic product performance test and analysis system based on artificial intelligence according to claim 7, characterized in that: The control and feedback module automatically adjusts the test parameters according to the analysis results, and simultaneously sends control instructions and feedback information to the operator.

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