2020•Unpublished venueRequires access

Research and application of formability region diagram in sheet metal stamping

Gai Yan, Yanping Zheng

Open publisher page 0 citations

Abstract

This paper attempts to optimize the forming quality of sheet metal by drawing the formability region diagram based on the forming limit diagram of sheet metal, which provides a method for rapid adjustment of stamping process parameters in production. Fristly, the strain of sheet metal forming limit was quantized to obtained the standard of sheet metal forming quality. Secondly, the formability region diagram of sheet metal is got by using the method of orthogonal test, finite element numerical simulation and BP neural network. Finally, taking an automotive rear end panel reinforcement as an example, the stamping test was carried out by selecting the process parameters corresponding to different points in the stamping formability region diagram, and the test results were consistent with the results reflected in the formability region diagram. This paper provides a method to improve the quality of sheet metal forming and quickly optimize the stamping process parameters, which has important engineering application value.

About this research paper

What this paper is about

This paper attempts to optimize the forming quality of sheet metal by drawing the formability region diagram based on the forming limit diagram of sheet metal, which provides a method for rapid adjustment of stamping process parameters in production. Fristly, the strain of sheet metal forming limit was quantized to obtained the standard of sheet metal forming quality. Secondly, the formability region diagram of sheet metal is got by using the method of orthogonal test, finite element numerical simulation and BP neural network. Finally, taking an automotive rear end panel reinforcement as an example, the stamping test was carried out by selecting the process parameters corresponding to different points in the stamping formability region diagram, and the test results were consistent with the results reflected in the formability region diagram. This paper provides a method to improve the quality of sheet metal forming and quickly optimize the stamping process parameters, which has important engineering application value.

Why it matters

A significance statement is not available in the OpenAlex record.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

This paper attempts to optimize the forming quality of sheet metal by drawing the formability region diagram based on the forming limit diagram of sheet metal, which provides a method for rapid adjustment of stamping process parameters in production. Fristly, the strain of sheet metal forming limit was quantized to obtained the standard of sheet metal forming quality. Secondly, the formability region diagram of sheet metal is got by using the method of orthogonal test, finite element numerical simulation and BP neural network. Finally, taking an automotive rear end panel reinforcement as an example, the stamping test was carried out by selecting the process parameters corresponding to different points in the stamping formability region diagram, and the test results were consistent with the results reflected in the formability region diagram. This paper provides a method to improve the quality of sheet metal forming and quickly optimize the stamping process parameters, which has important engineering application value.

Key concepts: Formability, Forming limit diagram, Stamping, Sheet metal, Forming processes, Diagram, Materials science, Deep drawing

Related papers

Back to paper searchBrowse research topicsOriginal source
Research and application of formability region diagram in sheet metal stamping — Research Paper | ScholarLens