Fastener hole structure anti-fatigue process method, device, equipment and medium

Through the anti-fatigue process of micro-shot peening and cold extrusion treatment combined with interference combination, combined with image information processing and clamping prediction analysis, the accuracy and stability of the fastener hole structure are solved, and the processing accuracy and fatigue resistance are improved. performance.

CN119289851APending Publication Date: 2025-01-10HEBEI UNIV OF SCI & TECH
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Patent Information

Application Number
CN202411129563.0
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2024-08-16
Publication Date
2025-01-10

AI Technical Summary

Technical Problem

During the maintenance of aircraft and railway systems, stress concentration near the fastener hole structure leads to fatigue failure, resulting in increased maintenance costs. It is difficult for the prior art to improve the processing accuracy of the fastener hole and prevent the clamping capacity of the clamping device from decreasing. and fastener hole posture changes.

Method used

The anti-fatigue process method is adopted with micro-shot peening and cold extrusion treatment of the seam bushing combined with interference coordination, and the image information of historical processing steps is obtained, position change information is processed, clamping judgment detection and prediction analysis are performed, and clamping is determined. The clamping position of the pickup device.

Benefits of technology

The machining accuracy of the fastener hole structure is improved, and the fatigue-resistant processing effect is avoided due to the sliding of the fastener hole structure is insufficient, ensuring the accuracy and stability of the process steps.

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Abstract

The invention relates to the technical field of process manufacturing monitoring, in particular to an anti-fatigue process method, device and equipment for a fastener hole structure and a medium. The method comprises the following steps: acquiring processing image information of historical processing steps, processing the processing image information, determining position change information corresponding to a fastener hole structure, determining whether the fastener hole structure has a slip phenomenon or not, if so, performing clamping prediction analysis on the fastener hole structure, and if not, performing clamping prediction analysis on the fastener hole structure. And obtaining the clamping position of the current clamping device for clamping the fastener hole structure. The clamping device has the beneficial effects that the machining precision of the fastener hole structure can be improved, and it is ensured that when the clamping device clamps the fastener hole structure to the designated machining step for the anti-fatigue technology, the pose of the fastener hole structure located on the clamping device is within the normal pose range.
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Description

Technical Field

[0001] The present application relates to the technical field of process manufacturing monitoring, and in particular to an anti-fatigue process method, device, equipment and medium for a fastener hole structure. Background Art

[0002] In the maintenance of aircraft and railway systems, a large number of failure forms are fatigue failures caused by stress concentration near the fastener hole structure, which greatly increases the maintenance costs. Therefore, how to reduce costs and improve the fatigue performance of fastener holes has become our main research direction.

[0003] At present, improving the fatigue performance of fastener hole structures can be done from two aspects. On the one hand, high-quality materials can be used. On the other hand, structural optimization and different anti-fatigue manufacturing process methods can be used. The use of high-quality materials to improve the fatigue performance of fastener holes requires a large investment, so people widely use structural optimization and different anti-fatigue manufacturing process methods to improve the fatigue performance of fastener holes. The process methods include: laser shock, shot peening, interference fit and cold extrusion. When improving the fatigue performance of fastener holes, it is often necessary to use a clamping device to clamp the plate where the fastener hole structure is located to reduce the occurrence of posture changes in the fastener hole structure. However, as the application time of the clamping device increases, the clamping capacity of the clamping device also decreases. Therefore, during the clamping process, the plate may slide, causing the fastener hole posture to change, resulting in poor anti-fatigue improvement of the fastener hole structure. Therefore, how to improve the processing accuracy of the fastener hole structure is a technical problem that needs to be solved urgently by technicians in this field. Summary of the invention

[0004] In order to improve the processing accuracy of fastener hole structures and ensure that the posture of the fastener hole structure located in the clamping device is within the normal posture range when the clamping device clamps the fastener hole structure to the specified processing step for anti-fatigue process, the present application provides an anti-fatigue process method, device, equipment and medium for fastener hole structures.

[0005] In a first aspect, the present application provides an anti-fatigue process method for a fastener hole structure, which adopts the following technical solution: An anti-fatigue process method for a fastener hole structure, the process method is applied to an anti-fatigue processing technology for the fastener hole structure, the anti-fatigue processing technology comprises: Step 1: Micro shot peening of fastener hole structure; Step 2: cold extrusion of the slotted bushing on the processed fastener hole structure; Step 3: Fix the fastener hole structure of the slotted bushing after cold extrusion treatment with the fastener by means of interference fit; The process comprises: Acquire processed image information of historical processing steps, where the historical processing steps are step one, step two, and step three within a historical period time period; Processing the processed image information to determine position change information corresponding to the fastener hole structure at the clamping device in the step 1, the step 2, and the step 3 within the historical cycle time period; Performing a clamping determination test on the clamping device based on the position change information to determine whether there is a slipping phenomenon in the fastener hole structure located at the clamping device; If the fastener hole structure located at the clamping device has a slipping phenomenon, a clamping prediction analysis is performed on the fastener hole structure based on the position change information to obtain the clamping positions of the fastener hole structure clamped by the clamping device in the current step one, step two and step three respectively.

[0006] In a preferred example, the present application may be further configured as follows: the processing of the processed image information to determine the position change information corresponding to the fastener hole structure located at the clamping device in the step 1, the step 2, and the step 3 within the historical period time period includes: Determine, according to the processed image information, a first image set corresponding to the step one, a second image set corresponding to the step two, and a third image set corresponding to the step three within the historical period time period; Arranging the first image set, the second image set, and the third image set according to a time trend to obtain a first image sequence corresponding to the first image set, a second image sequence corresponding to the second image set, and a third image sequence corresponding to the third image set; Performing image map point calibration on the first image sequence, the second image sequence, and the third image sequence respectively, to determine a first structure map point and a first device map point corresponding to each image in the first image sequence, a second structure map point and a second device map point corresponding to each image in the second image sequence, and a third structure map point and a third device map point corresponding to each image in the third image sequence; Based on the first structure map point and the first device map point, the second structure map point and the second device map point, and the third structure map point and the third device map point, determine the position change information corresponding to the fastener hole structure located at the clamping device in the steps one, two and three within the historical cycle time period.

[0007] In a preferred example, the present application can be further configured as follows: determining the position change information corresponding to the fastener hole structure located at the clamping device in the step one, the step two, and the step three within the historical period time period according to the first structure map point and the first device map point, the second structure map point and the second device map point, and the third structure map point and the third device map point, including: Determine first position change information of the fastener hole structure and the clamping device at different times in the first image sequence according to the first structure map point and the first device map point; Determine second position change information of the fastener hole structure and the clamping device at different times in the second image sequence according to the second structure map point and the second device map point; Determine third position change information of the fastener hole structure and the clamping device at different times in the third image sequence according to the third structure map point and the third device map point; In combination with the first position change information, the second position change information and the third position change information, the position change information corresponding to the fastener hole structure located at the clamping device in the steps one, two and three within the historical cycle time period is determined.

[0008] In a preferred example, the present application can be further configured as follows: the clamping determination detection of the clamping device based on the position change information to determine whether there is a slipping phenomenon in the fastener hole structure located at the clamping device includes: Determine respectively whether the first position change information, the second position change information and the position change information are empty; if they are not empty, determine that the fastener hole structure located at the clamping device has slippage; if they are empty, determine that the fastener hole structure located at the clamping device has no slippage.

[0009] In a preferred example, the present application may be further configured as follows: the clamping prediction analysis of the fastener hole structure is performed based on the position change information to obtain the clamping positions of the fastener hole structure clamped by the clamping device in the current step 1, step 2, and step 3, respectively, including: Determine, according to the position change information, the initial position change information and the first time information of the first occurrence of the slipping phenomenon when the clamping device clamps the fastener hole structure in each step, as well as the non-initial position change information and the second time information of the non-first occurrence of the slipping phenomenon; Performing data planning on the first time information and the initial position change information according to the clamping time point, to obtain an initial change coefficient corresponding to the initial position change information in each step; Performing data planning on the second time information and the non-initial position change information according to the clamping time point, and obtaining a non-initial change coefficient corresponding to the non-initial position change information in each step; According to the step 1, the step 2 and the step 3, the initial change coefficients and the non-initial change coefficients are sorted to obtain a first coefficient sequence corresponding to the step 1, a second coefficient sequence corresponding to the step 2 and a third coefficient sequence corresponding to the step 3; The first coefficient sequence, the second coefficient sequence and the third coefficient sequence are subjected to periodic prediction analysis to obtain the clamping positions of the clamping device for clamping the fastener hole structure in the current step one, the step two and the step three, respectively.

[0010] In a preferred example, the present application can be further configured as follows: performing periodic prediction analysis on the first coefficient sequence, the second coefficient sequence, and the third coefficient sequence to obtain the clamping positions of the clamping device clamping the fastener hole structure in the current step one, the step two, and the step three, respectively, including: Inputting the first coefficient sequence, the second coefficient sequence and the third coefficient sequence into the trained feature extraction model for feature extraction, obtaining first sequence matrix data corresponding to the first coefficient sequence, second sequence matrix data corresponding to the second coefficient sequence and third sequence matrix data corresponding to the third coefficient sequence; Performing basic data distribution exploration on the first sequence matrix data, the second sequence matrix data, and the third sequence matrix data respectively, and determining a first time period length of the first sequence matrix data, a second time period length of the second sequence matrix data, and a third time period length of the third sequence matrix data; According to the first time period length, the second time period length and the third time period based on the sequence prediction length, the first sequence matrix data, the second sequence matrix data and the third sequence matrix data are supervised time series data sorted to obtain sequence prediction matrix data corresponding to the first sequence matrix data, the second sequence matrix data and the third sequence matrix data; Predicting the change trends of the first coefficient sequence, the second coefficient sequence, and the third coefficient sequence in a future periodic time period to obtain a first future coefficient sequence corresponding to the first coefficient sequence, a second future coefficient sequence corresponding to the second coefficient sequence, and a third future coefficient sequence corresponding to the third coefficient sequence in a future periodic time period; Determine the position change coefficients corresponding to the current execution of step one, step two, and step three according to the first future coefficient sequence, the second future coefficient sequence, and the third future coefficient sequence, and determine the first sliding change, the second sliding change, and the third sliding change of the clamping device clamping the fastener hole structure according to the position change coefficients and the corresponding durations of executing step one, step two, and step three; Based on the first sliding change, the second sliding change and the third sliding change, the clamping positions of the clamping device for clamping the fastener hole structure in the current step one, the step two and the step three are obtained respectively.

[0011] In a preferred example, the present application may be further configured as follows: based on the first sliding change, the second sliding change and the third sliding change, respectively, the clamping position of the clamping device clamping the fastener hole structure in the current step 1, the step 2 and the step 3 is obtained, and then further includes: It is determined whether the clamping position exceeds a preset clamping position range. If so, clamping device replacement information is generated and sent to a target terminal, which is a terminal used by maintenance personnel.

[0012] In a second aspect, the present application provides an anti-fatigue process device for a fastener hole structure, wherein the process device is applied to an anti-fatigue processing technology for a fastener hole structure, and the anti-fatigue processing technology includes: Step 1: Micro shot peening of fastener hole structure; Step 2: cold extrusion of the slotted bushing on the processed fastener hole structure; Step 3: Fix the fastener hole structure of the slotted bushing after cold extrusion treatment with the fastener by means of interference fit; The process device comprises: An information acquisition module, used to acquire processed image information of historical processing steps, wherein the historical processing steps are step one, step two, and step three within a historical period; An information processing module, used to process the processed image information, and determine the position change information corresponding to the fastener hole structure located at the clamping device in the step 1, the step 2, and the step 3 within the historical period; A clamping determination module, used to perform clamping determination detection on the clamping device based on the position change information to determine whether there is a slipping phenomenon in the fastener hole structure located at the clamping device; The clamping analysis module is used to perform clamping prediction analysis on the fastener hole structure based on the position change information when there is slippage in the fastener hole structure located at the clamping device, and obtain the clamping positions of the fastener hole structure clamped by the clamping device in the current step one, step two and step three respectively.

[0013] In a possible implementation, when the information processing module processes the processed image information to determine the position change information corresponding to the fastener hole structure located at the clamping device in the step 1, the step 2, and the step 3 within the historical cycle time period, it is specifically used to: Determine, according to the processed image information, a first image set corresponding to the step one, a second image set corresponding to the step two, and a third image set corresponding to the step three within the historical period time period; Arranging the first image set, the second image set, and the third image set according to a time trend to obtain a first image sequence corresponding to the first image set, a second image sequence corresponding to the second image set, and a third image sequence corresponding to the third image set; Performing image map point calibration on the first image sequence, the second image sequence, and the third image sequence respectively, to determine a first structure map point and a first device map point corresponding to each image in the first image sequence, a second structure map point and a second device map point corresponding to each image in the second image sequence, and a third structure map point and a third device map point corresponding to each image in the third image sequence; Based on the first structure map point and the first device map point, the second structure map point and the second device map point, and the third structure map point and the third device map point, determine the position change information corresponding to the fastener hole structure located at the clamping device in the steps one, two and three within the historical cycle time period.

[0014] In another possible implementation, when the information processing module determines the position change information corresponding to the fastener hole structure located at the clamping device in the step one, the step two, and the step three within the historical cycle time period according to the first structure map point and the first device map point, the second structure map point and the second device map point, and the third structure map point and the third device map point, it is specifically used to: Determine first position change information of the fastener hole structure and the clamping device at different times in the first image sequence according to the first structure map point and the first device map point; Determine second position change information of the fastener hole structure and the clamping device at different times in the second image sequence according to the second structure map point and the second device map point; Determine third position change information of the fastener hole structure and the clamping device at different times in the third image sequence according to the third structure map point and the third device map point; In combination with the first position change information, the second position change information and the third position change information, the position change information corresponding to the fastener hole structure located at the clamping device in the steps one, two and three within the historical cycle time period is determined.

[0015] In another possible implementation, when the clamping determination module performs clamping determination detection on the clamping device based on the position change information to determine whether there is a slipping phenomenon in the fastener hole structure located at the clamping device, it is specifically used to: Determine respectively whether the first position change information, the second position change information and the position change information are empty; if they are not empty, determine that the fastener hole structure located at the clamping device has slippage; if they are empty, determine that the fastener hole structure located at the clamping device has no slippage.

[0016] In another possible implementation, the clamping analysis module performs clamping prediction analysis on the fastener hole structure based on the position change information, and obtains the clamping position of the clamping device clamping the fastener hole structure in the current step one, the step two, and the step three, respectively, specifically for: Determine, according to the position change information, the initial position change information and the first time information of the first occurrence of the slipping phenomenon when the clamping device clamps the fastener hole structure in each step, as well as the non-initial position change information and the second time information of the non-first occurrence of the slipping phenomenon; Performing data planning on the first time information and the initial position change information according to the clamping time point, to obtain an initial change coefficient corresponding to the initial position change information in each step; Performing data planning on the second time information and the non-initial position change information according to the clamping time point, and obtaining a non-initial change coefficient corresponding to the non-initial position change information in each step; According to the step 1, the step 2 and the step 3, the initial change coefficients and the non-initial change coefficients are sorted to obtain a first coefficient sequence corresponding to the step 1, a second coefficient sequence corresponding to the step 2 and a third coefficient sequence corresponding to the step 3; The first coefficient sequence, the second coefficient sequence and the third coefficient sequence are subjected to periodic prediction analysis to obtain the clamping positions of the clamping device for clamping the fastener hole structure in the current step one, the step two and the step three, respectively.

[0017] In another possible implementation, when the clamping analysis module performs periodic prediction analysis on the first coefficient sequence, the second coefficient sequence, and the third coefficient sequence to obtain the clamping positions of the clamping device clamping the fastener hole structure in the current step one, the step two, and the step three, respectively, it is specifically used to: Inputting the first coefficient sequence, the second coefficient sequence and the third coefficient sequence into the trained feature extraction model for feature extraction, obtaining first sequence matrix data corresponding to the first coefficient sequence, second sequence matrix data corresponding to the second coefficient sequence and third sequence matrix data corresponding to the third coefficient sequence; Performing basic data distribution exploration on the first sequence matrix data, the second sequence matrix data, and the third sequence matrix data respectively, and determining a first time period length of the first sequence matrix data, a second time period length of the second sequence matrix data, and a third time period length of the third sequence matrix data; According to the first time period length, the second time period length and the third time period based on the sequence prediction length, the first sequence matrix data, the second sequence matrix data and the third sequence matrix data are supervised time series data sorted to obtain sequence prediction matrix data corresponding to the first sequence matrix data, the second sequence matrix data and the third sequence matrix data; Predicting the change trends of the first coefficient sequence, the second coefficient sequence, and the third coefficient sequence in a future periodic time period to obtain a first future coefficient sequence corresponding to the first coefficient sequence, a second future coefficient sequence corresponding to the second coefficient sequence, and a third future coefficient sequence corresponding to the third coefficient sequence in a future periodic time period; Determine the position change coefficients corresponding to the current execution of step one, step two, and step three according to the first future coefficient sequence, the second future coefficient sequence, and the third future coefficient sequence, and determine the first sliding change, the second sliding change, and the third sliding change of the clamping device clamping the fastener hole structure according to the position change coefficients and the corresponding durations of executing step one, step two, and step three; Based on the first sliding change, the second sliding change and the third sliding change, the clamping positions of the clamping device for clamping the fastener hole structure in the current step one, the step two and the step three are obtained respectively.

[0018] In another possible implementation, the device further includes: a device replacement module, wherein: The device replacement module is used to determine whether the clamping position exceeds the preset clamping position range. If it exceeds, it generates clamping device replacement information and sends the clamping device replacement information to the target terminal, which is the terminal used by the maintenance personnel.

[0019] In a third aspect, the present application provides an electronic device, which adopts the following technical solution: at least one processor; Memory; At least one application, wherein the at least one application is stored in a memory and configured to be executed by at least one processor, and the at least one application is configured to: execute the above-mentioned anti-fatigue process method for a fastener hole structure.

[0020] In a fourth aspect, the present application provides a computer-readable storage medium, which adopts the following technical solution: A computer-readable storage medium stores a computer program, which, when executed in a computer, causes the computer to execute the above-mentioned anti-fatigue process method for a fastener hole structure.

[0021] In summary, the present application includes at least one of the following beneficial technical effects: When performing anti-fatigue process monitoring on the fastener hole structure, in order to ensure that the clamping device can clamp the fastener hole structure to complete the process processing steps and avoid the subsequent processing steps from failing to complete precise processing due to the fastener hole structure slipping off the clamping device, the present application adopts a process method to determine the clamping position of the clamping device clamping the fastener hole structure. First, the processing image information of the historical processing steps is obtained, and the historical processing steps are step one, step two and step three within the historical cycle time period. Then, the processing image information is processed to determine the position change information corresponding to the fastener hole structure located at the clamping device in step one, step two and step three within the historical cycle time period. Then, based on the position change information, the clamping judgment detection is performed on the clamping device to determine whether the fastener hole structure located at the clamping device has a slipping phenomenon. When the fastener hole structure located outside the clamping device has a slipping phenomenon, the fastener hole structure is clamped based on the position change information. Prediction analysis is performed on the fastener hole structure, and the clamping positions of the clamping device clamping the fastener hole structure in the current step one, step two and step three are obtained respectively, thereby improving the processing accuracy of the fastener hole structure. BRIEF DESCRIPTION OF THE DRAWINGS

[0022] Figure 1 A schematic flow chart of an anti-fatigue process method for a fastener hole structure provided in an embodiment of the present application; Figure 2 A schematic structural diagram of an anti-fatigue process device for a fastener hole structure provided in an embodiment of the present application; Figure 3 A schematic diagram of the structure of an electronic device provided in an embodiment of the present application. DETAILED DESCRIPTION

[0023] The following is combined with Figure 1 To Attachment Figure 3 This application is described in further detail.

[0024] This specific embodiment is merely an explanation of the present application and is not a limitation of the present application. After reading this specification, those skilled in the art may make modifications to the present embodiment without any creative contribution as needed, but such modifications are protected by the patent law as long as they are within the scope of the claims of the present application.

[0025] In order to make the purpose, technical solution and advantages of the embodiments of the present application clearer, the technical solution in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments are part of the embodiments of the present application, not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of this application.

[0026] In addition, the term "and / or" in this article is only a description of the association relationship of associated objects, indicating that there can be three relationships. For example, A and / or B can represent: A exists alone, A and B exist at the same time, and B exists alone. In addition, the character " / " in this article, unless otherwise specified, generally means that the associated objects before and after are in an "or" relationship.

[0027] The embodiments of the present application are further described in detail below in conjunction with the drawings in the specification.

[0028] In the related technology, during the anti-fatigue processing of the fastener hole structure, a clamping device is used to clamp the fastener hole structure to reduce the occurrence of posture changes. However, since the fastener hole structure may slide during the clamping process, the anti-fatigue processing effect may be poor due to the posture change.

[0029] The embodiment of the present application provides an anti-fatigue process method for a fastener hole structure. The process method is applied to an anti-fatigue processing technology for a fastener hole structure. The anti-fatigue processing technology includes: Step 1: Micro shot peening of fastener hole structure; Step 2: cold extrusion of the slotted bushing on the processed fastener hole structure; Step 3: Fix the fastener hole structure of the slit bushing after cold extrusion treatment to the fastener by means of interference fit.

[0030] In order to solve the technical problems existing in each of the above steps, the present application provides an anti-fatigue process method, device, equipment and medium for a fastener hole structure, by acquiring processing image information of historical processing steps in real time, the historical processing steps are step one, step two and step three within the historical cycle time period, and processing the processed image information to determine the position change information corresponding to the fastener hole structure located at the clamping device in step one, step two and step three within the historical cycle time period, and performing clamping judgment detection on the clamping device based on the position change information to determine whether the fastener hole structure located at the clamping device has slippage. If the fastener hole structure located outside the clamping device has slippage, clamping prediction analysis is performed on the fastener hole structure based on the position change information to obtain the clamping positions of the clamping device clamping the fastener hole structure in the current step one, step two and step three, respectively.

[0031] When performing anti-fatigue processing on the fastener hole structure, laser impact, shot peening, interference fit and cold extrusion processes are used. Laser shock is a high-tech technology that uses plasma shock waves generated by strong laser beams to improve the fatigue resistance, wear resistance and corrosion resistance of fastener hole structures. It has outstanding advantages such as non-contact, no heat-affected zone, strong controllability and significant strengthening effect.

[0032] Shot peening is a means of improving the fatigue strength of materials. By forming a residual compressive stress layer and a work hardening layer near the surface, it can delay crack initiation and reduce the crack propagation rate, thereby improving the fatigue strength of the fastener hole structure. However, it also increases the surface roughness and may reduce its fatigue life.

[0033] In the embodiment of the present application, a new shot peening process is used to process the fastener hole structure, and the shot peening uses spherical particles (called micro-shot or fine particles) with a size of 0.01-0.2 mm to impact the surface. Compared with the sample treated with conventional shot peening, under the same air pressure and coverage area, the surface roughness of the sample treated with micro-shot peening is reduced, and the treated surface obtains a higher residual compressive stress.

[0034] As a process for improving the fatigue life of fastener holes, cold extrusion technology involves inserting a mandrel with a bushing into the hole. When the mandrel passes through the bushing, plastic deformation will occur around the hole. When the mandrel is completely passed through, the area around the hole returns to its initial elastic state, and the plastic zone moves backward, forming a residual stress area around the hole, which reduces the total stress amplitude and enhances the fatigue performance of the hole structure. However, it is difficult for traditional cold extrusion processes to produce uniform residual stress. The shot peening process and electromagnetic cold extrusion technology used in this application can both improve the fatigue life of fastener holes. The former not only reduces the surface roughness, but also obtains higher residual stress. The latter not only avoids damage to the hole wall caused by direct contact, but also produces uniform residual stress.

[0035] The process method is performed by an electronic device, which can be a server or a terminal device, wherein the server can be an independent physical server, a server cluster or a distributed system composed of multiple physical servers, or a cloud server that provides cloud computing services. The terminal device can be a smart phone, a tablet computer, a laptop computer, a desktop computer, etc., but is not limited thereto. The terminal device and the server can be directly or indirectly connected via wired or wireless communication, and the embodiments of the present application are not limited thereto.

[0036] Combination Figure 1 , Figure 1 A schematic diagram of a process flow of an anti-fatigue process method for a fastener hole structure provided in an embodiment of the present application, such as Figure 1 As shown, the method includes step S10, step S11, step S12, step S13, step S14 and step S15, wherein: Step S10: Obtaining processed image information of historical processing steps.

[0037] Among them, the historical processing steps are step one, step two and step three within the historical cycle time period.

[0038] For the embodiments of the present application, the historical period time period refers to a time period with clear start and end time points, and the settings of the start time point and the end time point are pre-set by field personnel based on specific circumstances.

[0039] In the embodiment of the present application, a corresponding shooting device is set during the processing process to capture and collect the processed image information, and store it in the database together with the corresponding processing steps and timestamps. Then, when it is necessary to review the historical data, the query conditions (such as time range, processing steps, etc.) are entered through the query interface provided by the system, and the system can automatically retrieve and display the relevant image information.

[0040] Step S11: Processing the processed image information to determine the position change information corresponding to the fastener hole structure located at the clamping device in step 1, step 2 and step 3 within the historical cycle time period.

[0041] Specifically, a first image set corresponding to step one, a second image set corresponding to step two, and a third image set corresponding to step three within a historical period time period are determined based on the processed image information, and the first image set, the second image set, and the third image set are arranged according to the time trend to obtain a first image sequence corresponding to the first image set, a second image sequence corresponding to the second image set, and a third image sequence corresponding to the third image set, and image map point calibration is performed on the first image sequence, the second image sequence, and the third image sequence to determine the first structure map point and the first device map point corresponding to each image in the first image sequence, the second structure map point and the second device map point corresponding to each image in the second image sequence, and the third structure map point and the third device map point corresponding to each image in the third image sequence; and the position change information corresponding to the fastener hole structure located at the clamping device in steps one, step two, and step three within the historical period time period is determined based on the first structure map point and the first device map point, the second structure map point and the second device map point, and the third structure map point and the third device map point.

[0042] Specifically, the first position change information of the fastener hole structure and the clamping device at different times in the first image sequence is determined according to the first structure map point and the first device map point, and then the second position change information of the fastener hole structure and the clamping device at different times in the second image sequence is determined according to the second structure map point and the second device map point. Then, the third position change information of the fastener hole structure and the clamping device at different times in the third image sequence is determined according to the third structure map point and the third device map point. Then, the first position change information, the second position change information and the third position change information are combined to determine the position change information corresponding to the fastener hole structure located at the clamping device in steps one, two and three within the historical period time period.

[0043] In the embodiments of the present application, image map points are in the fields of image processing, computer vision, and augmented reality, and generally refer to specific points on an image that are identified, marked, or used for positioning. Image map points have uniqueness, recognizability, stability, and correlation, among which: Uniqueness: Image map points are generally unique, that is, each point represents a specific position or feature in the image. Recognizability: These points generally have significant features, such as corner points, edge points, areas with rich textures, etc., making them easy to be recognized and extracted by algorithms. Stability: When the image undergoes a certain range of transformations (such as rotation, scaling, translation, etc.), the image map points should be able to maintain relatively stable positions and features to facilitate subsequent matching and tracking. Correlation: There may be a certain correlation between image map points, such as being connected or influenced by each other in some way (such as geometric relationships, color relationships, etc.), thereby forming a more complex image structure or model.

[0044] Step S12: performing a clamping determination test on the clamping device based on the position change information to determine whether there is a slipping phenomenon in the fastener hole structure located at the clamping device.

[0045] Specifically, the first position change information, the second position change information and whether the position change information is empty are determined respectively. If they are not empty, it is determined that the fastener hole structure located at the clamping device has slippage. If they are empty, it is determined that the fastener hole structure located at the clamping device does not have slippage.

[0046] Step S13: If the fastener hole structure at the clamping device has a slipping phenomenon, a clamping prediction analysis is performed on the fastener hole structure based on the position change information to obtain the clamping positions of the fastener hole structure in the current step one, step two and step three respectively.

[0047] Specifically, based on the position change information, the clamping prediction analysis of the fastener hole structure is performed to obtain the clamping positions of the clamping device clamping the fastener hole structure in the current step one, step two and step three, respectively, including: determining the initial position change information and the first time information of the first slippage phenomenon when the clamping device clamps the fastener hole structure in each step according to the position change information, as well as the non-initial position change information and the second time information of the current non-first slippage phenomenon, performing data planning on the first time information and the initial position change information according to the clamping time point, and obtaining the initial change coefficient corresponding to the initial position change information in each step, The second time information and the non-initial position change information are data planned according to the clamping time point to obtain the non-initial change coefficient corresponding to the non-initial position change information in each step, and the initial change coefficient and the non-initial change coefficient are sorted according to step one, step two and step three to obtain the first coefficient sequence corresponding to step one, the second coefficient sequence corresponding to step two and the third coefficient sequence corresponding to step three, and the first coefficient sequence, the second coefficient sequence and the third coefficient sequence are periodically predicted and analyzed to obtain the clamping positions of the clamping device clamping the fastener hole structure in the current steps one, two and three, respectively.

[0048] In an embodiment of the present application, the data planning method of the initial change coefficient and the non-initial change coefficient is the ratio of the position change information to the time information. For example, the sliding distance and the sliding time when the fastener hole structure is clamped by the clamping device can be clearly known in the initial change information. Therefore, the initial change coefficient = sliding distance / sliding time.

[0049] Specifically, a periodic prediction analysis is performed on the first coefficient sequence, the second coefficient sequence, and the third coefficient sequence to obtain the clamping positions of the clamping device clamping the fastener hole structure in the current step one, step two, and step three, respectively, including: inputting the first coefficient sequence, the second coefficient sequence, and the third coefficient sequence into a trained feature extraction model for feature extraction, obtaining first sequence matrix data corresponding to the first coefficient sequence, second sequence matrix data corresponding to the second coefficient sequence, and third sequence matrix data corresponding to the third coefficient sequence, respectively performing basic data distribution exploration on the first sequence matrix data, the second sequence matrix data, and the third sequence matrix data to determine the first time period length of the first sequence matrix data, the second time period length of the second sequence matrix data, and the third time period length of the third sequence matrix data, and performing supervised time analysis on the first sequence matrix data, the second sequence matrix data, and the third sequence matrix data based on the first time period length, the second time period length, and the third time period length. The time sequence data is sorted to obtain sequence prediction matrix data corresponding to the first sequence matrix data, the second sequence matrix data and the third sequence matrix data, and the change trends of the first coefficient sequence, the second coefficient sequence and the third coefficient sequence in the future cycle time period are predicted to obtain the first future coefficient sequence corresponding to the first coefficient sequence, the second future coefficient sequence corresponding to the second coefficient sequence and the third future coefficient sequence corresponding to the third coefficient sequence in the future cycle time period; the position change coefficient corresponding to the current execution of step one, step two and step three is determined according to the first future coefficient sequence, the second future coefficient sequence and the third future coefficient sequence; the first sliding change, the second sliding change and the third sliding change of the clamping device clamping the fastener hole structure are determined according to the position change coefficient and the corresponding execution time of step one, step two and step three; based on the first sliding change, the second sliding change and the third sliding change, the clamping position of the clamping device clamping the fastener hole structure in the current step one, step two and step three is obtained respectively.

[0050] In an embodiment of the present application, when anti-fatigue process monitoring is performed on the fastener hole structure, in order to ensure that the clamping device can clamp the fastener hole structure to complete the process processing steps and avoid the subsequent processing steps from failing to complete precise processing due to the fastener hole structure slipping off the clamping device, the present application adopts a process method to determine the clamping position of the clamping device clamping the fastener hole structure. First, the processing image information of the historical processing steps is obtained, and the historical processing steps are step one, step two and step three in the historical cycle time period. Then, the processing image information is processed to determine the position change information corresponding to the fastener hole structure located at the clamping device in step one, step two and step three in the historical cycle time period. Then, based on the position change information, the clamping judgment detection is performed on the clamping device to determine whether the fastener hole structure located at the clamping device has a slip phenomenon. When the fastener hole structure located outside the clamping device has a slip phenomenon, the fastener hole structure is clamped based on the position change information. Prediction analysis is performed on the fastener hole structure, and the clamping positions of the clamping device clamping the fastener hole structure in the current step one, step two and step three are obtained respectively, thereby improving the processing accuracy of the fastener hole structure.

[0051] A possible implementation method of an embodiment of the present application is to obtain the clamping position of the clamping device clamping the fastener hole structure in the current step one, step two and step three based on the first sliding change, the second sliding change and the third sliding change, respectively, and then also include: judging whether the clamping position exceeds the preset clamping position range, if it exceeds, generating clamping device replacement information, and sending the clamping device replacement information to the target terminal, which is the terminal used by the maintenance personnel.

[0052] The above embodiment introduces an anti-fatigue process method for a fastener hole structure from the perspective of a method flow, and the following embodiment introduces an anti-fatigue process device for a fastener hole structure from the perspective of a virtual module or a virtual unit. For details, please refer to the following embodiment.

[0053] The present application embodiment provides an anti-fatigue process device 20 for a fastener hole structure, such as Figure 2 As shown, Figure 2 A schematic diagram of the structure of an anti-fatigue process device for a fastener hole structure provided in an embodiment of the present application. The process device 20 is applied to the anti-fatigue processing technology of the fastener hole structure, and the anti-fatigue processing technology includes: Step 1: Micro shot peening of fastener hole structure; Step 2: cold extrusion of the slotted bushing on the processed fastener hole structure; Step 3: Fix the fastener hole structure of the slotted bushing after cold extrusion treatment with the fastener by means of interference fit; The process device 20 comprises: An information acquisition module 21 is used to acquire processed image information of historical processing steps, where the historical processing steps are step 1, step 2, and step 3 within a historical period; An information processing module 22, for processing the processed image information, and determining the position change information corresponding to the fastener hole structure at the clamping device in step 1, step 2, and step 3 within the historical cycle time period; A clamping determination module 23 is used to perform a clamping determination detection on the clamping device based on the position change information to determine whether there is a slipping phenomenon in the fastener hole structure located at the clamping device; The clamping analysis module 24 is used to perform clamping prediction analysis on the fastener hole structure based on position change information when there is slippage in the fastener hole structure located at the clamping device, and obtain the clamping positions of the fastener hole structure clamped by the clamping device in the current step one, step two and step three respectively.

[0054] In a possible implementation of the embodiment of the present application, when the information processing module 22 processes the processed image information and determines the position change information corresponding to the fastener hole structure located at the clamping device in step 1, step 2, and step 3 within the historical cycle time period, it is specifically used to: Determine, according to the processed image information, a first image set corresponding to step one, a second image set corresponding to step two, and a third image set corresponding to step three within a historical period; Arranging the first image set, the second image set, and the third image set according to the time trend respectively to obtain a first image sequence corresponding to the first image set, a second image sequence corresponding to the second image set, and a third image sequence corresponding to the third image set; Performing image map point calibration on the first image sequence, the second image sequence, and the third image sequence respectively, determining a first structure map point and a first device map point corresponding to each image in the first image sequence, a second structure map point and a second device map point corresponding to each image in the second image sequence, and a third structure map point and a third device map point corresponding to each image in the third image sequence; Based on the first structure map point and the first device map point, the second structure map point and the second device map point, and the third structure map point and the third device map point, determine the position change information corresponding to the fastener hole structure located at the clamping device in steps one, two and three within the historical cycle time period.

[0055] In another possible implementation of the embodiment of the present application, when the information processing module 22 determines the position change information corresponding to the fastener hole structure located at the clamping device in step one, step two, and step three within the historical period time period according to the first structure map point and the first device map point, the second structure map point and the second device map point, and the third structure map point and the third device map point, it is specifically used to: Determine first position change information of the fastener hole structure and the clamping device at different times in the first image sequence according to the first structure map point and the first device map point; Determine second position change information of the fastener hole structure and the clamping device at different times in the second image sequence according to the second structure map point and the second device map point; Determine third position change information of the fastener hole structure and the clamping device at different times in the third image sequence according to the third structure map point and the third device map point; The first position change information, the second position change information and the third position change information are combined to determine the position change information corresponding to the fastener hole structure located at the clamping device in step one, step two and step three within the historical cycle time period.

[0056] In another possible implementation of the embodiment of the present application, the clamping determination module 23 performs clamping determination detection on the clamping device based on the position change information to determine whether there is a slipping phenomenon in the fastener hole structure located at the clamping device, specifically for: The first position change information, the second position change information and whether the position change information is empty are respectively determined. If they are not empty, it is determined that the fastener hole structure located at the clamping device has slippage. If they are empty, it is determined that the fastener hole structure located at the clamping device does not have slippage.

[0057] In another possible implementation of the embodiment of the present application, the clamping analysis module 24 performs clamping prediction analysis on the fastener hole structure based on the position change information to obtain the clamping position of the clamping device clamping the fastener hole structure in the current step 1, step 2, and step 3, respectively, specifically for: Determine, according to the position change information, the initial position change information and the first time information of the first occurrence of slippage when the clamping device clamps the fastener hole structure in each step, as well as the non-initial position change information and the second time information of the current non-first occurrence of slippage; Perform data planning on the first time information and the initial position change information according to the clamping time point, and obtain an initial change coefficient corresponding to the initial position change information in each step; Perform data planning on the second time information and the non-initial position change information according to the clamping time point, and obtain the non-initial change coefficient corresponding to the non-initial position change information in each step; According to step one, step two and step three, the initial change coefficients and the non-initial change coefficients are sorted to obtain a first coefficient sequence corresponding to step one, a second coefficient sequence corresponding to step two and a third coefficient sequence corresponding to step three; The first coefficient sequence, the second coefficient sequence and the third coefficient sequence are subjected to periodic prediction analysis to obtain the clamping positions of the clamping device for clamping the fastener hole structure in the current step one, step two and step three, respectively.

[0058] In another possible implementation of the embodiment of the present application, the clamping analysis module 24 performs periodic prediction analysis on the first coefficient sequence, the second coefficient sequence, and the third coefficient sequence to obtain the clamping positions of the clamping device clamping the fastener hole structure in the current step one, step two, and step three, respectively, specifically for: Inputting the first coefficient sequence, the second coefficient sequence and the third coefficient sequence into the trained feature extraction model for feature extraction, obtaining first sequence matrix data corresponding to the first coefficient sequence, second sequence matrix data corresponding to the second coefficient sequence and third sequence matrix data corresponding to the third coefficient sequence; Performing basic data distribution exploration on the first sequence matrix data, the second sequence matrix data and the third sequence matrix data respectively, determining the first time period length of the first sequence matrix data, the second time period length of the second sequence matrix data and the third time period length of the third sequence matrix data; According to the first time period length, the second time period length and the third time period length based on the sequence prediction length, the first sequence matrix data, the second sequence matrix data and the third sequence matrix data are supervised time series data sorted to obtain sequence prediction matrix data corresponding to the first sequence matrix data, the second sequence matrix data and the third sequence matrix data; Predicting the changing trends of the first coefficient sequence, the second coefficient sequence, and the third coefficient sequence in the future periodic time period, and obtaining a first future coefficient sequence corresponding to the first coefficient sequence, a second future coefficient sequence corresponding to the second coefficient sequence, and a third future coefficient sequence corresponding to the third coefficient sequence in the future periodic time period; Determine the position change coefficients corresponding to the current execution of step one, step two, and step three according to the first future coefficient sequence, the second future coefficient sequence, and the third future coefficient sequence, and determine the first sliding change, the second sliding change, and the third sliding change of the clamping device clamping the fastener hole structure according to the position change coefficients and the corresponding durations of executing step one, step two, and step three; Based on the first sliding change, the second sliding change and the third sliding change, the clamping positions of the clamping device for clamping the fastener hole structure in the current step one, step two and step three are obtained respectively.

[0059] In another possible implementation of the embodiment of the present application, the process device 20 further includes: a device replacement module, wherein: The device replacement module is used to determine whether the clamping position exceeds the preset clamping position range. If it exceeds, the clamping device replacement information is generated and sent to the target terminal, which is the terminal used by the maintenance personnel.

[0060] Those skilled in the art can clearly understand that, for the convenience and brevity of description, the specific working process of the anti-fatigue process device 20 of a fastener hole structure described above can refer to the corresponding process in the aforementioned method embodiment, and will not be repeated here.

[0061] An electronic device is provided in an embodiment of the present application, such as Figure 3 As shown, Figure 3 A schematic diagram of the structure of an electronic device provided in an embodiment of the present application. Figure 3 The electronic device 300 shown includes: a processor 301 and a memory 303. The processor 301 and the memory 303 are connected, such as through a bus 302. Optionally, the electronic device 300 may also include a transceiver 304. It should be noted that in actual applications, the transceiver 304 is not limited to one, and the structure of the electronic device 300 does not constitute a limitation on the embodiments of the present application.

[0062] The processor 301 may be a CPU (Central Processing Unit), a general-purpose processor, a DSP (Digital Signal Processor), an ASIC (Application Specific Integrated Circuit), an FPGA (Field Programmable Gate Array) or other programmable logic devices, transistor logic devices, hardware components or any combination thereof. It may implement or execute various exemplary logic blocks, modules and circuits described in conjunction with the disclosure of this application. The processor 301 may also be a combination that implements computing functions, such as a combination of one or more microprocessors, a combination of a DSP and a microprocessor, etc.

[0063] The bus 302 may include a path to transmit information between the above components. The bus 302 may be a PCI (Peripheral Component Interconnect) bus or an EISA (Extended Industry Standard Architecture) bus. The bus 302 may be divided into an address bus, a data bus, a control bus, etc. For ease of representation, Figure 3 Only one thick line is used in the diagram, but it does not mean that there is only one bus or only one type of bus.

[0064] The memory 303 may be a ROM (Read Only Memory) or other types of static storage devices that can store static information and instructions, a RAM (Random Access Memory) or other types of dynamic storage devices that can store information and instructions, or an EEPROM (Electrically Erasable Programmable Read Only Memory), a CD-ROM (Compact Disc Read Only Memory) or other optical disk storage, optical disk storage (including compressed optical disk, laser disk, optical disk, digital versatile disk, Blu-ray disk, etc.), a magnetic disk storage medium or other magnetic storage device, or any other medium that can be used to carry or store the desired program code in the form of instructions or data structures and can be accessed by a computer, but is not limited thereto.

[0065] The memory 303 is used to store the application code for executing the solution of the present application, and the execution is controlled by the processor 301. The processor 301 is used to execute the application code stored in the memory 303 to implement the contents shown in the above method embodiment.

[0066] The electronic devices include, but are not limited to, mobile terminals such as mobile phones, laptop computers, digital broadcast receivers, PDAs (personal digital assistants), PADs (tablet computers), PMPs (portable multimedia players), vehicle-mounted terminals (such as vehicle-mounted navigation terminals), and fixed terminals such as digital TVs, desktop computers, etc. It can also be a server, etc. Figure 3 The electronic device shown is merely an example and should not bring any limitation to the functions and scope of use of the embodiments of the present application.

[0067] An embodiment of the present application provides a computer-readable storage medium, on which a computer program is stored. When the computer-readable storage medium is run on a computer, the computer can execute the corresponding content in the aforementioned method embodiment.

[0068] It should be understood that, although the steps in the flowchart of the accompanying drawings are displayed in sequence as indicated by the arrows, these steps are not necessarily executed in sequence in the order indicated by the arrows. Unless otherwise specified herein, there is no strict order restriction on the execution of these steps, and they can be executed in other orders. Moreover, at least a part of the steps in the flowchart of the accompanying drawings may include multiple sub-steps or multiple stages, and these sub-steps or stages are not necessarily executed at the same time, but can be executed at different times, and their execution order is not necessarily sequential, but can be executed in turn or alternately with other steps or at least a part of the sub-steps or stages of other steps.

[0069] The above are only some implementation methods of the present application. It should be pointed out that for ordinary technicians in this technical field, several improvements and modifications can be made without departing from the principles of the present application. These improvements and modifications should also be regarded as the scope of protection of the present application.

Claims

1. An anti-fatigue process method for a fastener hole structure, characterized in that: The process method is applied to the anti-fatigue processing technology of the fastener hole structure, and the anti-fatigue processing technology includes: Step 1: Micro shot peening of fastener hole structure; Step 2: cold extrusion of the slotted bushing on the processed fastener hole structure; Step 3: Fix the fastener hole structure of the slotted bushing after cold extrusion treatment with the fastener by means of interference fit; The process comprises: Acquire processed image information of historical processing steps, where the historical processing steps are step one, step two, and step three within a historical period time period; Processing the processed image information to determine position change information corresponding to the fastener hole structure at the clamping device in the step 1, the step 2, and the step 3 within the historical cycle time period; Performing a clamping determination test on the clamping device based on the position change information to determine whether there is a slipping phenomenon in the fastener hole structure located at the clamping device; If the fastener hole structure located at the clamping device has a slipping phenomenon, a clamping prediction analysis is performed on the fastener hole structure based on the position change information to obtain the clamping positions of the fastener hole structure clamped by the clamping device in the current step one, step two and step three respectively.

2. The anti-fatigue process method of a fastener hole structure according to claim 1, characterized in that: The processing of the processed image information to determine the position change information corresponding to the fastener hole structure at the clamping device in the step 1, the step 2, and the step 3 within the historical period time period includes: Determine, according to the processed image information, a first image set corresponding to the step one, a second image set corresponding to the step two, and a third image set corresponding to the step three within the historical period time period; Arranging the first image set, the second image set, and the third image set according to a time trend to obtain a first image sequence corresponding to the first image set, a second image sequence corresponding to the second image set, and a third image sequence corresponding to the third image set; Performing image map point calibration on the first image sequence, the second image sequence, and the third image sequence respectively, to determine a first structure map point and a first device map point corresponding to each image in the first image sequence, a second structure map point and a second device map point corresponding to each image in the second image sequence, and a third structure map point and a third device map point corresponding to each image in the third image sequence; Based on the first structure map point and the first device map point, the second structure map point and the second device map point, and the third structure map point and the third device map point, determine the position change information corresponding to the fastener hole structure located at the clamping device in the steps one, two and three within the historical cycle time period.

3. The anti-fatigue process method of a fastener hole structure according to claim 2, characterized in that: The determining, according to the first structure map point and the first device map point, the second structure map point and the second device map point, and the third structure map point and the third device map point, the position change information corresponding to the fastener hole structure located at the clamping device in the step one, the step two, and the step three within the historical cycle time period includes: Determine first position change information of the fastener hole structure and the clamping device at different times in the first image sequence according to the first structure map point and the first device map point; Determine second position change information of the fastener hole structure and the clamping device at different times in the second image sequence according to the second structure map point and the second device map point; Determine third position change information of the fastener hole structure and the clamping device at different times in the third image sequence according to the third structure map point and the third device map point; In combination with the first position change information, the second position change information and the third position change information, the position change information corresponding to the fastener hole structure located at the clamping device in the steps one, two and three within the historical cycle time period is determined.

4. The anti-fatigue process method of a fastener hole structure according to claim 3, characterized in that: The clamping determination detection of the clamping device based on the position change information to determine whether there is a slipping phenomenon in the fastener hole structure located at the clamping device includes: Determine respectively whether the first position change information, the second position change information and the position change information are empty; if they are not empty, determine that the fastener hole structure located at the clamping device has slippage; if they are empty, determine that the fastener hole structure located at the clamping device has no slippage.

5. The anti-fatigue process method of a fastener hole structure according to claim 4, characterized in that: The clamping prediction analysis of the fastener hole structure based on the position change information is performed to obtain the clamping positions of the fastener hole structure clamped by the clamping device in the current step 1, step 2, and step 3, respectively, including: Determine, according to the position change information, the initial position change information and the first time information of the first occurrence of the slipping phenomenon when the clamping device clamps the fastener hole structure in each step, as well as the non-initial position change information and the second time information of the non-first occurrence of the slipping phenomenon; Performing data planning on the first time information and the initial position change information according to the clamping time point, to obtain an initial change coefficient corresponding to the initial position change information in each step; Performing data planning on the second time information and the non-initial position change information according to the clamping time point, and obtaining a non-initial change coefficient corresponding to the non-initial position change information in each step; According to the step 1, the step 2 and the step 3, the initial change coefficients and the non-initial change coefficients are sorted to obtain a first coefficient sequence corresponding to the step 1, a second coefficient sequence corresponding to the step 2 and a third coefficient sequence corresponding to the step 3; The first coefficient sequence, the second coefficient sequence and the third coefficient sequence are subjected to periodic prediction analysis to obtain the clamping positions of the clamping device for clamping the fastener hole structure in the current step one, the step two and the step three, respectively.

6. The anti-fatigue process method of a fastener hole structure according to claim 5, characterized in that: The periodic prediction analysis of the first coefficient sequence, the second coefficient sequence and the third coefficient sequence is performed to obtain the clamping positions of the clamping device for clamping the fastener hole structure in the current step 1, the step 2 and the step 3, respectively, including: Inputting the first coefficient sequence, the second coefficient sequence and the third coefficient sequence into the trained feature extraction model for feature extraction, obtaining first sequence matrix data corresponding to the first coefficient sequence, second sequence matrix data corresponding to the second coefficient sequence and third sequence matrix data corresponding to the third coefficient sequence; Performing basic data distribution detection on the first sequence matrix data, the second sequence matrix data, and the third sequence matrix data respectively, and determining a first time period length of the first sequence matrix data, a second time period length of the second sequence matrix data, and a third time period length of the third sequence matrix data; According to the first time period length, the second time period length and the third time period based on the sequence prediction length, the first sequence matrix data, the second sequence matrix data and the third sequence matrix data are supervised time series data sorted to obtain sequence prediction matrix data corresponding to the first sequence matrix data, the second sequence matrix data and the third sequence matrix data; Predicting the change trends of the first coefficient sequence, the second coefficient sequence, and the third coefficient sequence in a future periodic time period to obtain a first future coefficient sequence corresponding to the first coefficient sequence, a second future coefficient sequence corresponding to the second coefficient sequence, and a third future coefficient sequence corresponding to the third coefficient sequence in a future periodic time period; Determine the position change coefficients corresponding to the current execution of step one, step two, and step three according to the first future coefficient sequence, the second future coefficient sequence, and the third future coefficient sequence, and determine the first sliding change, the second sliding change, and the third sliding change of the clamping device clamping the fastener hole structure according to the position change coefficients and the corresponding durations of executing step one, step two, and step three; Based on the first sliding change, the second sliding change and the third sliding change, the clamping positions of the clamping device for clamping the fastener hole structure in the current step one, the step two and the step three are obtained respectively.

7. The anti-fatigue process of a fastener hole structure according to claim 6, characterized in that: Based on the first sliding change, the second sliding change and the third sliding change, the clamping positions of the clamping device clamping the fastener hole structure in the current step one, the step two and the step three are obtained respectively, and then the following further includes: It is determined whether the clamping position exceeds a preset clamping position range. If so, clamping device replacement information is generated and sent to a target terminal, which is a terminal used by maintenance personnel.

8. An anti-fatigue process device for a fastener hole structure, characterized in that: The process device is applied to the anti-fatigue processing technology of the fastener hole structure, and the anti-fatigue processing technology includes: Step 1: Micro shot peening of fastener hole structure; Step 2: cold extrusion of the slotted bushing on the processed fastener hole structure; Step 3: Fix the fastener hole structure of the slotted bushing after cold extrusion treatment with the fastener by means of interference fit; The process device comprises: An information acquisition module, used to acquire processed image information of historical processing steps, wherein the historical processing steps are step one, step two, and step three within a historical period; An information processing module, used to process the processed image information, and determine the position change information corresponding to the fastener hole structure located at the clamping device in the step 1, the step 2, and the step 3 within the historical period; A clamping determination module, used to perform clamping determination detection on the clamping device based on the position change information to determine whether there is a slipping phenomenon in the fastener hole structure located at the clamping device; The clamping analysis module is used to perform clamping prediction analysis on the fastener hole structure based on the position change information when there is slippage in the fastener hole structure located at the clamping device, and obtain the clamping positions of the fastener hole structure clamped by the clamping device in the current step one, step two and step three respectively.

9. An electronic device, characterized in that: It includes: One or more processors; Memory; One or more application programs, wherein the one or more application programs are stored in the memory and configured to be executed by the one or more processors, and the one or more programs are configured to: execute the anti-fatigue process method of a fastener hole structure according to any one of claims 1 to 7.

10. A computer-readable storage medium having a computer program stored thereon, characterized in that: When the program is executed by a processor, an anti-fatigue process method for a fastener hole structure according to any one of claims 1 to 7 is implemented.

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