Welding process parameter optimization method and apparatus and readable storage medium

A technology of welding process and process parameters, which is applied in the field of data processing and can solve problems such as low welding production efficiency

Inactive Publication Date: 2020-07-28
JIHUA LAB
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  • Claims
  • Application Information

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Problems solved by technology

[0004] The main purpose of the present invention is to provide a welding process parameter optimization method, aiming to solve the technical problem of low welding production efficiency through traditional welding methods

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  • Welding process parameter optimization method and apparatus and readable storage medium
  • Welding process parameter optimization method and apparatus and readable storage medium
  • Welding process parameter optimization method and apparatus and readable storage medium

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Embodiment Construction

[0047] It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0048] Such as figure 1 as shown, figure 1 It is a schematic diagram of the terminal structure of the hardware operating environment involved in the solution of the embodiment of the present invention.

[0049] The terminal in this embodiment of the present invention may be a PC, or a mobile terminal device with a display function, such as a smart phone or a tablet computer.

[0050] Such as figure 1As shown, the terminal may include: a processor 1001 , such as a CPU, a communication bus 1002 , a user interface 1003 , a network interface 1004 , and a memory 1005 . Wherein, the communication bus 1002 is used to realize connection and communication between these components. The user interface 1003 may include a display screen (Display), an input unit such as a keyboard (Keyboard), and the optional user interface 100...

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Abstract

The invention discloses a welding process parameter optimization method and apparatus and a readable storage medium. According to the welding process parameter optimization method, the training is performed on a neural network model through a training sample, and a nonlinear mapping relation for predicting fusion depth data corresponding to an actual welding process parameter is obtained; the actual process parameter combination is continuously optimized and adjusted towards the direction of the target fusion depth data by utilizing the prediction capability of the trained neural network, so that the welding parameter adjustment process is simplified, and welding technicians can quickly adapt to high-quality process parameters according to the welding workpiece parameters; and by continuously adjusting the actual process parameter combination to be close to the process parameter combination corresponding to the target fusion depth data, the actual process parameters are finally optimized, the mechanical property of a weld joint is improved, the process parameters are flexibly debugged, the variable requirements of a welding scene are met, and the welding quality and efficiency aregreatly improved.

Description

technical field [0001] The invention relates to the technical field of data processing, in particular to a welding process parameter optimization method, equipment and a readable storage medium. Background technique [0002] With the rapid development of robot technology, the use of industrial robots for automated welding has been widely used. However, due to the high complexity, uncertainty, variability and multivariable coupling of the welding process, in the actual welding process, engineers with rich welding experience are often required to continuously adjust the arc starting and closing conditions according to the current actual welding conditions. Various parameters such as arc, gas supply, welding torch speed, etc. are continuously optimized by adjusting the parameters to meet the expected product requirements. The above-mentioned traditional welding process debugging process is very complicated, which leads to the technical problem of low welding production efficie...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/04G06F30/23G06N3/04G06N3/08G06F119/14
CPCG06Q10/04G06N3/084G06N3/045
Inventor 冯永殷兴国吴兵
Owner JIHUA LAB
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