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Calibration method and execution method of shot peening forming part

A technology of shot peening and calibration method, which is applied in the direction of process efficiency improvement, geometric CAD, design optimization/simulation, etc., and can solve problems such as poor working environment, low unit output, and low efficiency

Active Publication Date: 2022-07-12
昆山开信精工机械股份有限公司
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  • Application Information

AI Technical Summary

Problems solved by technology

[0006] The advantages of shot peening are that the equipment is simple, the cost is low, it is not limited by the shape and position of the workpiece, and it is easy to operate. The disadvantage is that the working environment is poor, the unit output is low, and the efficiency is lower than shot blasting.

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  • Calibration method and execution method of shot peening forming part
  • Calibration method and execution method of shot peening forming part
  • Calibration method and execution method of shot peening forming part

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Embodiment Construction

[0062]The present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention, but not to limit the present invention. In addition, it should be noted that, for the convenience of description, the drawings only show some but not all structures related to the present invention.

[0063] In order to overcome the problem of prediction by the finite element method, a calibration method and execution method of shot peening parts are proposed. Based on the deep learning algorithm, the method further introduces the shot peening process data and workpiece geometry features to realize the shot peening curvature. rapid prediction and process reverse design. In addition, according to the characteristics of shot peening prediction, the traditional deep learning model was introduced into the attention mechanism and the...

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Abstract

The embodiment of the invention provides a calibration method and an execution method of a shot peening forming part, and the calibration method of the shot peening forming part comprises the following steps: obtaining process information, and forming a process diagram according to the process information; obtaining a forming curvature graph of the part subjected to shot peening forming; training an image processing model according to the process diagram and the forming curvature diagram, and storing optimal network parameters; the step of obtaining the process information and forming the process diagram according to the process information comprises the following steps: obtaining the process information; constructing an independent channel for each process parameter and each geometric feature in the process information; combining the plurality of channels to form a process vector matrix; and forming a process diagram according to the process vector matrix. The embodiment of the invention provides a calibration method and an execution method of a shot peening forming part so as to realize automatic design of the shot peening forming part based on a process image.

Description

technical field [0001] The invention relates to shot peening technology, in particular to a calibration method and execution method of shot peening parts. Background technique [0002] Shot peening technology is one of the main forming processes of aircraft integral panels at present, such as the wing panels of the American "Constellation" aircraft, the supercritical wing panels of ARJ21 aircraft, and the lower wing panels of A380 aircraft. However, although the process of shot peening equipment is simple, in the face of large-scale aircraft panel forming, the selection of shot peening process and shot peening area has an important impact on the curvature of panel forming. A great deal of waste has also led to an increase in the product development cycle. [0003] For the formation of aircraft panels under the shot peening process, the finite element method is often used for preliminary pre-research. The methods mainly include temperature field method, stress field method, ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F30/17G06F30/15G06F30/20G06F119/18
CPCG06F30/17G06F30/15G06F30/20G06F2119/18Y02P10/20
Inventor 陈小虎周瑞玺胡成祥陈文亮鲍益东周阳王子昱
Owner 昆山开信精工机械股份有限公司
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