Laser pipe cutting machine chuck test control method and system

By performing static and dynamic testing of chucks on a laser pipe cutting machine, simulating the actual working environment, collecting and analyzing data, and optimizing chuck performance, the problem that traditional testing methods cannot evaluate chucks dynamic performance is solved, and the stability of the equipment is improved and productivity.

CN119104287APending Publication Date: 2024-12-10GWEIKE TECH CO LTD
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Patent Information

Application Number
CN202411376300.X
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2024-09-30
Publication Date
2024-12-10

AI Technical Summary

Technical Problem

The traditional laser pipe cutting machine chuck testing method is mainly static testing, and it is impossible to fully evaluate the dynamic performance of the chuck under actual working conditions, resulting in the inability to effectively evaluate the chuck performance.

Method used

The chuck test control method of laser pipe cutting machine is adopted, including determining test parameters, initializing the test system, static testing, dynamic simulation, data acquisition, data analysis, result output and optimization adjustment, and the dynamic environment test chuck of laser pipe cutting machine is simulated. performance, collect and analyze data, output test results and optimize and adjust.

Benefits of technology

Through static and dynamic testing, it is possible to discover potential problems of the chuck under actual working conditions, extend the service life of the equipment, reduce maintenance costs, improve production efficiency and product quality, and ensure the stability and reliability of the chuck in actual working environment.

✦ Generated by Eureka AI based on patent content.

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Abstract

The invention relates to the technical field of chuck testing, and discloses a laser pipe cutting machine chuck testing control method and system, and the method comprises the steps: S1, determining testing parameters: determining key parameters in a testing process according to the specific model and specification of a laser pipe cutting machine and the design parameters of a chuck; s2, initializing a test system: performing power-on self-test on the laser pipe cutting machine to ensure that equipment is in a normal working state, and meanwhile, performing initialization setting on the test system; s3, static testing is conducted, specifically, basic performance testing of clamping force, balance and precision is conducted on the chuck in the static state, and it is ensured that the performance of the chuck in the static state meets the requirements; and S4, dynamic simulation: simulating the dynamic environment of the laser pipe cutting machine in the actual working process. According to the method, the chuck is subjected to static testing and dynamic simulation, potential problems are found in time, optimization and adjustment are carried out, and therefore the performance of the chuck is improved, and the production efficiency and the product quality are improved.
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Description

Technical Field

[0001] The present invention relates to the technical field of chuck testing, and in particular to a chuck testing control method and system for a laser tube cutting machine. Background Art

[0002] Laser tube cutting machines are usually used to cut tubes, where the chuck is used to clamp the tube to ensure stability and accuracy during the cutting process. In traditional laser tube cutting machines, chuck testing is usually a single process, focusing mainly on the clamping force, balance and accuracy of the chuck.

[0003] Most traditional methods are static tests, which are only performed in a static state and fail to simulate the dynamic performance of the chuck under actual working conditions, such as whether there is vibration or imbalance during high-speed cutting. There is a deficiency that the chuck performance cannot be fully evaluated. Therefore, a laser tube cutting machine chuck test control method and system are proposed to solve the above problems. Summary of the invention

[0004] In order to remedy the above deficiencies, the present invention provides a laser tube cutting machine chuck test control method and system, aiming to improve the problem that the prior art fails to simulate the dynamic performance of the chuck under actual working conditions and has the inability to comprehensively evaluate the performance of the chuck.

[0005] In order to achieve the above-mentioned purpose, the present invention adopts the following technical scheme: a method for testing and controlling the chuck of a laser tube cutting machine, comprising: S1. Determine the test parameters: According to the specific model and specifications of the laser tube cutting machine and the design parameters of the chuck, determine the key parameters in the test process; S2. Initialize the test system: Perform a power-on self-test on the laser tube cutting machine to ensure that the equipment is in normal working condition. At the same time, initialize the test system. S3, static test: perform basic performance tests on the chuck in terms of clamping force, balance and accuracy in a static state to ensure that the performance of the chuck in a static state meets the requirements; S4. Dynamic simulation: simulate the dynamic environment of the laser tube cutting machine in the actual working process to test the performance of the chuck under actual working conditions; S5. Data collection: During the test, the performance data of the chuck is collected in real time through the data collection equipment for subsequent analysis and processing; S6. Data analysis: Analyze and process the collected data, and evaluate the performance of the chuck under actual working conditions by comparing the data results of static testing and dynamic simulation; S7. Result output: Output the test results in the form of charts and reports so that operators can intuitively understand the performance of the chuck and provide a reference for subsequent equipment maintenance and optimization; S8. Optimization and adjustment: According to the test results, make necessary optimization and adjustment to the chuck to improve the performance and service life of the chuck.

[0006] As a further description of the above technical solution: The step S1, determining the test parameters, comprises the following steps: S101. Determine the test scope and requirements of the chuck according to the model and specifications of the laser tube cutting machine, including the parameters of clamping force, balance and accuracy; S102, determining the parameters of the loading mode, loading speed and loading times during the test according to the design parameters of the chuck; S103, making necessary adjustments and optimizations to the test parameters according to the environmental factors of the chuck during actual working process; S104. Determine the parameters of the test data collection frequency, collection accuracy and data processing method according to the requirements of the test results.

[0007] As a further description of the above technical solution: The step S2, initializing the test system, comprises the following steps: S201. Perform a self-test on the laser tube cutting machine to check whether all functions of the equipment are normal; S202, initializing the test system, setting test parameters, calibrating test equipment, and establishing a test database; As a further description of the above technical solution: The S3, static test, comprises the following steps: S301. Under no-load condition, test the clamping force of the chuck to ensure that the clamping force meets the design requirements; S302, testing the balance of the chuck to check whether the chuck is stable and vibration-free during operation; S303, testing the accuracy of the chuck by high-precision measuring equipment; As a further description of the above technical solution: The S4, dynamic simulation, comprises the following steps: S401, simulate the dynamic environment of the laser tube cutting machine during actual working process; S402, performing a loading test on the chuck according to the simulated dynamic environment to test the performance of the chuck under actual working conditions; S403, analyzing and processing the test results in real time, and adjusting the test parameters or stopping the test in time when abnormal chuck performance is found; As a further description of the above technical solution: The S5, data collection, comprises the following steps: S501. During the test, the performance data of the chuck is collected in real time through sensors and data acquisition equipment installed on the laser tube cutting machine; S502. Ensure the accuracy and real-time performance of data collection and perform regular calibration and maintenance of data collection equipment; S503: Transmit the collected data to the test system in real time for analysis and processing.

[0008] As a further description of the above technical solution: S6, data analysis, comprises the following steps: S601, preprocessing the collected chuck performance data; S602, using statistical analysis and data mining methods to analyze and mine the processed data to extract key indicators and potential problems of chuck performance; S603. Based on the analysis results, the performance of the chuck under actual working conditions is evaluated to provide a reference for subsequent equipment maintenance and optimization.

[0009] As a further description of the above technical solution: The step S7, outputting the result, comprises the following steps: S701. Arrange and format the test results in the form of charts and reports to ensure the intuitiveness and readability of the output results; S702, comprehensively evaluating the performance of the chuck according to the test results; S703. Present the evaluation results and suggestions to the operator in a clear and concise manner; S704: Store the test results and evaluation results in a test database.

[0010] As a further description of the above technical solution: The optimization adjustment in step S8 comprises the following steps: S801, identifying key indicators and potential problems of chuck performance according to the data analysis results in step S6; S802. Develop specific optimization plans and adjustment measures for the identified problems; S803, implement optimization plans and adjustment measures, and make necessary adjustments and optimizations to the chuck; S804. After adjustment and optimization, re-test steps S3 to S7 to verify the optimization effect and confirm the improvement of the chuck performance.

[0011] As a further description of the above technical solution: The laser tube cutting machine chuck test control system includes: A test control system for controlling and managing the entire test process; test equipment, including a loading device, a sensor, and a data acquisition device, for performing test operations and collecting test data; a test database for storing and managing test data and analyzing results; a user interface for displaying test results and providing an operation interface to operators, wherein the test control system controls the operation of the test equipment by connecting to the test equipment and receives test data sent by the test equipment, the test control system processes and analyzes the test data and stores the results in the test database, the test results and suggestions are viewed through the user interface, and corresponding optimization adjustments are made based on the test results.

[0012] The present invention has the following beneficial effects: 1. In the present invention, by performing static testing and dynamic simulation on the chuck, problems that the chuck may encounter under actual working conditions can be discovered and solved, which helps to extend the service life of the equipment, reduce maintenance costs and downtime, and can timely discover potential problems and make optimization adjustments, thereby improving the performance of the chuck, and further improving production efficiency and product quality.

[0013] 2. In the present invention, the data collected during the test can provide important support and reference for equipment maintenance and optimization, help to formulate effective maintenance plans and optimization strategies, and improve the overall performance and efficiency of the equipment.

[0014] 3. In the present invention, the chuck after testing and optimization adjustment can better adapt to the needs of the actual working environment, show higher stability and reliability, and help to ensure the continuity and stability of the production process. BRIEF DESCRIPTION OF THE DRAWINGS

[0015] Figure 1 This is a schematic diagram of the overall process of the laser tube cutting machine chuck test control method proposed by the present invention; Figure 2 This is a flow chart of the laser tube cutting machine chuck test control method S1 proposed by the present invention; Figure 3 This is a schematic diagram of the process of the laser tube cutting machine chuck test control method S2 proposed by the present invention; Figure 4 This is a schematic diagram of the process S3 of the laser tube cutting machine chuck test control method proposed by the present invention; Figure 5 This is a schematic diagram of the process S4 of the laser tube cutting machine chuck test control method proposed by the present invention; Figure 6 This is a schematic diagram of the process S5 of the laser tube cutting machine chuck test control method proposed by the present invention; Figure 7 This is a schematic diagram of the process S6 of the laser tube cutting machine chuck test control method proposed by the present invention; Figure 8 This is a flow chart of S7 of the laser tube cutting machine chuck test control method proposed by the present invention; Fig. 9 This is a schematic diagram of the process S8 of the laser tube cutting machine chuck test control method proposed by the present invention; Fig.10 This is a system block diagram of the laser tube cutting machine chuck test control system proposed by the present invention. DETAILED DESCRIPTION

[0016] 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.

[0017] Reference Figure 1-9 , an embodiment of the present invention provides: a method for testing and controlling a chuck of a laser tube cutting machine, comprising: S1. Determine the test parameters: According to the specific model and specifications of the laser tube cutting machine and the design parameters of the chuck, determine the key parameters in the test process; S1. Determine the test parameters, including the following steps: S101. According to the model and specification of the laser tube cutting machine, determine the test range and requirements of the chuck, including the parameters of clamping force, balance, and accuracy; by understanding the model and specification of the laser tube cutting machine, the performance index range and requirements of the chuck to be tested can be determined. For example, according to different models and specifications, the clamping force requirements of the chuck may be different, and the requirements for balance and accuracy may also vary.

[0018] S102. Determine the parameters of the loading method, loading speed and number of loading times during the test according to the design parameters of the chuck; by determining the loading speed and the number of loading times, ensure that the loading conditions during the test are consistent with the actual working conditions, thereby truly simulating the performance of the chuck in actual work.

[0019] S103. Make necessary adjustments and optimizations to the test parameters according to the environmental factors in the actual working process of the chuck. The vibration and temperature changes that the chuck may face in the actual working environment require corresponding adjustments and optimizations to the test parameters to ensure that the test results are more accurate and reliable. For example, a certain load can be added during the test to simulate the actual working situation. S104. Determine the test data acquisition frequency, acquisition accuracy and data processing parameters according to the test result requirements. By determining the appropriate data acquisition frequency to ensure a comprehensive record of the chuck performance, determine the data acquisition accuracy to meet the accuracy requirements of the test results, and use statistical analysis or data mining methods to analyze and process the collected data.

[0020] Through the above steps, the test parameters can be accurately determined to ensure the accuracy and effectiveness of the chuck test process. The test parameters will guide subsequent test operations and data collection, and provide an important basis for data analysis and interpretation.

[0021] S2. Initialize the test system: Perform a power-on self-test on the laser tube cutting machine to ensure that the equipment is in normal working condition. At the same time, initialize the test system. S2, initializing the test system, including the following steps: S201. Perform a self-test on the laser tube cutting machine to check whether all functions of the equipment are normal; Before the chuck test, the laser tube cutting machine needs to be powered on and self-checked to ensure that all functions of the equipment are operating normally, including checking the power supply, control system, and transmission system of the laser tube cutting machine to ensure that the equipment is in normal working condition and there are no faults or abnormalities.

[0022] S202, initialize the test system, set test parameters, calibrate the test equipment, and establish a test database. When initializing the test system, you first need to set the test parameters, and configure and set the test system accordingly according to the previously determined test parameters. Secondly, you need to calibrate the test equipment to ensure the accuracy and stability of the test equipment. Finally, establish a test database to store the data collected during the test for subsequent data analysis and result input.

[0023] Through the above steps, it can be ensured that the test system is in normal operation and has the conditions and preparations required for chuck testing, providing the necessary foundation and guarantee for subsequent test operations.

[0024] S3, static test: perform basic performance tests on the chuck in terms of clamping force, balance and accuracy in a static state to ensure that the performance of the chuck in a static state meets the requirements; S3, static test, including the following steps: S301. Under no-load condition, test the clamping force of the chuck to ensure that the clamping force meets the design requirements; In the static test, the chuck is placed in an unloaded state, the clamping force is applied in a specified loading manner, and the clamping force of the chuck is measured using a force meter or other measuring equipment. Ensure that the chuck can clamp the workpiece stably and maintain the appropriate clamping force without slipping or loosening.

[0025] S302, testing the balance of the chuck to check whether the chuck is stable and vibration-free during operation; Evaluate by testing the balance of the chuck in a stationary state. Use a special balance test device or observe the vibration of the chuck when it is running to check the stability of the chuck. Make sure there is no obvious vibration or imbalance when the chuck is running to ensure the stability and quality of the workpiece when cutting.

[0026] S303, testing the accuracy of the chuck by high-precision measuring equipment; The rotation accuracy and positioning accuracy of the chuck are measured by optical measuring instruments and encoders to ensure that the chuck can maintain the required accuracy in a stationary state without obvious errors or deviations.

[0027] Through the above steps, the basic performance of the chuck can be statically tested to ensure that the clamping force, balance and accuracy indicators in the static state meet the design requirements, provide a reference for subsequent dynamic simulation and data acquisition, and ensure the stability and reliability of the chuck in actual work.

[0028] S4. Dynamic simulation: simulate the dynamic environment of the laser tube cutting machine in the actual working process to test the performance of the chuck under actual working conditions; S4, dynamic simulation, including the following steps: S401, simulate the dynamic environment of the laser tube cutting machine during actual working process; According to the actual working scenario of the laser tube cutting machine, the corresponding dynamic environment is simulated by considering the factors of vibration, impact and acceleration during the laser cutting process. The simulation is realized by using a simulation device or adjusting the equipment parameters.

[0029] S402, performing a loading test on the chuck according to the simulated dynamic environment to test the performance of the chuck under actual working conditions; Apply workpiece load and acceleration to the chuck, test the performance indicators of the chuck's clamping force, balance, and accuracy in a simulated dynamic working environment, and record the corresponding data.

[0030] S403, analyzing and processing the test results in real time, and adjusting the test parameters or stopping the test in time when abnormal chuck performance is found.

[0031] If the chuck performance is abnormal, adjust the loading parameters and operating parameters. At the same time, if the performance is seriously abnormal, stop the test to prevent damage to the chuck or other equipment.

[0032] Through the above steps, the dynamic environment of the laser tube cutting machine under actual working conditions is simulated to evaluate the performance of the chuck. The dynamic simulation test can more accurately reflect the performance of the chuck in actual work and provide important reference and basis for optimization and improvement.

[0033] S5. Data collection: During the test, the performance data of the chuck is collected in real time through the data collection equipment for subsequent analysis and processing; S5. Data collection, including the following steps: S501. During the test, the performance data of the chuck is collected in real time through sensors and data acquisition equipment installed on the laser tube cutting machine; the data acquisition equipment can be a pressure sensor, an acceleration sensor, or an encoder, which is used to collect performance data in different aspects.

[0034] S502. Ensure the accuracy and real-time performance of data collection, and perform regular calibration and maintenance of data collection equipment; calibrate sensors, check connection lines, and ensure the normal operation of data collection equipment.

[0035] S503: Transmit the collected data to the test system in real time for analysis and processing.

[0036] S6. Data analysis: Analyze and process the collected data, and evaluate the performance of the chuck under actual working conditions by comparing the data results of static testing and dynamic simulation. The test system analyzes the collected data through pre-set algorithms and models, and monitors the performance indicators of the chuck in real time. At the same time, the data is stored in the database for subsequent data query, analysis and report generation.

[0037] Through the above steps, it is possible to ensure that the performance data of the chuck is collected in real time during the test, and the accuracy and reliability of the data can be ensured. The data will provide important basis and support for a comprehensive evaluation of the chuck performance.

[0038] S6. Data analysis, including the following steps: S601. Preprocess the collected chuck performance data; before data analysis, clean the collected data, remove outliers, and fill in missing values ​​to ensure the quality and integrity of the data and provide a reliable data basis for subsequent analysis.

[0039] S602. Analyze and mine the processed data using statistical analysis and data mining methods to extract key indicators and potential problems of chuck performance; conduct in-depth analysis of the processed data using statistical analysis, data mining, and machine learning methods, including statistical description, trend analysis, and correlation analysis of performance indicators such as chuck clamping force, balance, and accuracy, to discover potential problems and abnormal situations.

[0040] S603. Based on the analysis results, evaluate the performance of the chuck under actual working conditions to provide a reference for subsequent equipment maintenance and optimization. Based on the results of data analysis, evaluate the performance of the chuck under actual working conditions, including whether its clamping force meets the standard, whether the balance is stable, and whether the accuracy meets the requirements. Based on the evaluation results, formulate corresponding equipment maintenance and optimization strategies to improve the performance and reliability of the chuck.

[0041] Through the above steps, we can make full use of the collected data, deeply analyze the performance of the chuck, find potential problems, and provide reference for subsequent equipment maintenance and optimization. It helps to find and solve problems in time and improve the production efficiency and work quality of the laser tube cutting machine.

[0042] S7. Result output: Output the test results in the form of charts and reports so that operators can intuitively understand the performance of the chuck and provide a reference for subsequent equipment maintenance and optimization; S7, result output, including the following steps: S701. Organize and format the test results in the form of charts and reports to ensure the intuitiveness and readability of the output results; organize the collected data into charts, graphs, etc., and compile reports so that operators can intuitively understand the performance of the chuck. When formatting the report, ensure that the information structure is clear and the key data is highlighted to facilitate reading and understanding.

[0043] S702. Comprehensively evaluate the performance of the chuck based on the test results; combine the test results and analysis data to comprehensively evaluate the performance indicators of the chuck, such as the clamping force, balance, and precision. Based on the evaluation results, the performance of the chuck is divided into excellent, good, average, and needs improvement.

[0044] S703. Present the evaluation results and suggestions to the operator in a clear and concise manner; in the output report, clearly present the evaluation results and suggestions, including the overall evaluation of the chuck performance, existing problems and improvement suggestions. Ensure that the suggestions are clear and actionable, so that the operator can perform subsequent equipment maintenance and optimization based on the results.

[0045] S704. Store the test results and evaluation results in the test database. To facilitate subsequent query and management, store the test results and evaluation results in the test database to ensure the security and integrity of the data and provide convenience for future reference and analysis. S8. Optimization and adjustment: According to the test results, make necessary optimization and adjustment to the chuck to improve the performance and service life of the chuck. S8, optimization and adjustment, including the following steps: S801, identifying key indicators and potential problems of chuck performance according to the data analysis results in step S6; S802. Develop specific optimization plans and adjustment measures for the identified problems; S803, implement optimization plans and adjustment measures, and make necessary adjustments and optimizations to the chuck; S804. After adjustment and optimization, re-test steps S3 to S7 to verify the optimization effect and confirm the improvement of the chuck performance.

[0046] Through the above steps, the necessary optimization and adjustment of the chuck can be made according to the test results to improve its performance and service life, thereby improving production efficiency and product quality.

[0047] Reference Fig.10 , the laser tube cutting machine chuck test control system includes, A test control system is used to control and manage the entire test process; test equipment, including loading devices, sensors, and data acquisition equipment, is used to perform test operations and collect test data; a test database is used to store and manage test data and analyze results; a user interface is used to display test results and provide an operation interface to operators, wherein the test control system controls the operation of the test equipment by connecting to the test equipment and receives test data sent by the test equipment. The test control system processes and analyzes the test data and stores the results in the test database. The test results and suggestions are viewed through the user interface, and corresponding optimization adjustments are made based on the test results.

[0048] Finally, it should be noted that the above is only a preferred embodiment of the present invention and is not intended to limit the present invention. Although the present invention has been described in detail with reference to the aforementioned embodiments, it is still possible for those skilled in the art to modify the technical solutions described in the aforementioned embodiments or to make equivalent substitutions for some of the technical features therein. Any modifications, equivalent substitutions, improvements, etc. made within the spirit and principles of the present invention should be included in the protection scope of the present invention.

Claims

1. A method for testing and controlling the chuck of a laser tube cutting machine, characterized in that: include, S1. Determine the test parameters: According to the specific model and specifications of the laser tube cutting machine and the design parameters of the chuck, determine the key parameters in the test process; S2. Initialize the test system: Perform a power-on self-test on the laser tube cutting machine to ensure that the equipment is in normal working condition. At the same time, initialize the test system. S3, static test: perform basic performance tests on the chuck in terms of clamping force, balance and accuracy in a static state to ensure that the performance of the chuck in a static state meets the requirements; S4. Dynamic simulation: simulate the dynamic environment of the laser tube cutting machine in the actual working process to test the performance of the chuck under actual working conditions; S5. Data collection: During the test, the performance data of the chuck is collected in real time through the data collection equipment for subsequent analysis and processing; S6. Data analysis: Analyze and process the collected data, and evaluate the performance of the chuck under actual working conditions by comparing the data results of static testing and dynamic simulation; S7. Result output: Output the test results in the form of charts and reports so that operators can intuitively understand the performance of the chuck and provide a reference for subsequent equipment maintenance and optimization; S8. Optimization and adjustment: According to the test results, make necessary optimization and adjustment to the chuck to improve the performance and service life of the chuck.

2. The method for controlling the chuck test of a laser tube cutting machine according to claim 1, characterized in that: The step S1, determining the test parameters, comprises the following steps: S101. Determine the test scope and requirements of the chuck according to the model and specifications of the laser tube cutting machine, including the parameters of clamping force, balance and accuracy; S102, determining the parameters of the loading mode, loading speed and loading times during the test according to the design parameters of the chuck; S103, making necessary adjustments and optimizations to the test parameters according to the environmental factors of the chuck during actual working process; S104. Determine the parameters of the test data collection frequency, collection accuracy and data processing method according to the requirements of the test results.

3. The method for testing and controlling the chuck of a laser tube cutting machine according to claim 1, characterized in that: The step S2, initializing the test system, comprises the following steps: S201. Perform a self-test on the laser tube cutting machine to check whether all functions of the equipment are normal; S202, initialize the test system, set test parameters, calibrate test equipment, and establish a test database.

4. The method for controlling the chuck test of a laser tube cutting machine according to claim 1, characterized in that: The S3, static test, comprises the following steps: S301. Under no-load condition, test the clamping force of the chuck to ensure that the clamping force meets the design requirements; S302, testing the balance of the chuck to check whether the chuck is stable and vibration-free during operation; S303. Test the accuracy of the chuck using high-precision measuring equipment.

5. The method for testing and controlling the chuck of a laser tube cutting machine according to claim 1, characterized in that: The S4, dynamic simulation, comprises the following steps: S401, simulate the dynamic environment of the laser tube cutting machine during actual working process; S402, performing a loading test on the chuck according to the simulated dynamic environment to test the performance of the chuck under actual working conditions; S403, analyzing and processing the test results in real time, and adjusting the test parameters or stopping the test in time when abnormal chuck performance is found.

6. The method for controlling the chuck test of a laser tube cutting machine according to claim 1, characterized in that: The S5, data collection, comprises the following steps: S501. During the test, the performance data of the chuck is collected in real time through sensors and data acquisition equipment installed on the laser tube cutting machine; S502. Ensure the accuracy and real-time performance of data collection and perform regular calibration and maintenance of data collection equipment; S503: Transmit the collected data to the test system in real time for analysis and processing.

7. The method for testing and controlling the chuck of a laser tube cutting machine according to claim 1, characterized in that: S6, data analysis, comprises the following steps: S601, preprocessing the collected chuck performance data; S602, using statistical analysis and data mining methods to analyze and mine the processed data to extract key indicators and potential problems of chuck performance; S603. Based on the analysis results, the performance of the chuck under actual working conditions is evaluated to provide a reference for subsequent equipment maintenance and optimization.

8. The method for controlling the chuck test of a laser tube cutting machine according to claim 1, characterized in that: The step S7, outputting the result, comprises the following steps: S701. Arrange and format the test results in the form of charts and reports to ensure the intuitiveness and readability of the output results; S702, comprehensively evaluating the performance of the chuck according to the test results; S703. Present the evaluation results and suggestions to the operator in a clear and concise manner; S704: Store the test results and evaluation results in a test database.

9. The method for testing and controlling the chuck of a laser tube cutting machine according to claim 1, characterized in that: The optimization adjustment in step S8 comprises the following steps: S801, identifying key indicators and potential problems of chuck performance according to the data analysis results in step S6; S802. Develop specific optimization plans and adjustment measures for the identified problems; S803, implement optimization plans and adjustment measures, and make necessary adjustments and optimizations to the chuck; S804. After adjustment and optimization, re-test steps S3 to S7 to verify the optimization effect and confirm the improvement of the chuck performance.

10. The laser tube cutting machine chuck test control system according to any one of claims 1 to 9, characterized in that: include, Test control system, used to control and manage the entire test process; test equipment, including loading devices, sensors, and data acquisition equipment, used to perform test operations and collect test data; Test database, used to store and manage test data and analysis results; A user interface is used to display test results and provide an operation interface to operators, wherein the test control system controls the operation of the test equipment by connecting to the test equipment and receives test data sent by the test equipment. The test control system processes and analyzes the test data and stores the results in a test database. The test results and suggestions are viewed through the user interface, and corresponding optimization adjustments are made based on the test results.