基于概念设计的智能车身框架结构建模与优化系统

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Wenbin Hou, Xinyu Wang, Jingfei Han, Zaiqi Yao, Changsheng Wang
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引用次数: 0

摘要

概念设计阶段是现代车身研发过程中不可或缺的重要阶段。然而,由于缺乏足够的车身结构参数支持,此时产生的设计缺陷很难在后续设计阶段得到弥补。因此,开发一款集设计、分析、优化于一体的车身结构概念设计软件意义重大。本文提出了一种基于概念设计的智能车身框架结构建模与优化系统--S-iVCD(车身结构概念设计智能系统)。该系统基于深度学习方法和车身设计草图,快速建立车身结构概念模型。根据 Excel 表格中存储的数据参数,系统与国内自主有限元软件 SIPESC 无缝对接,计算模拟工况。车身结构优化模块以移动渐近线法(MMA)为驱动,将车身结构性能和总质量作为数学模型的优化目标或约束条件,实现车身结构性能提升和轻量化设计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An intelligent body frame structure modeling and optimization system based on conceptual design
The conceptual design stage is an indispensable and important stage in the development of the modern body. However, due to the lack of sufficient body structure parameter support, the design defects generated at this time are difficult to make up for in the subsequent design stage. Therefore, it is of great significance to develop a conceptual design software for body structure that integrates design, analysis, and optimization. This paper proposes an intelligent body frame structure modeling and optimization system based on conceptual design, S-iVCD (Intelligent System for Conceptual Design of Vehicle Body Structure). Based on deep learning methods and body design sketches, a conceptual model of body structure is quickly established. Based on the data parameters stored in the Excel table, the system is seamlessly connected to the domestic independent finite element software SIPESC to calculate the simulated working conditions. The body structure optimization module is driven by the MMA (method of moving asymptotes), and takes the body structure performance and total mass as the optimization goals or constraints of the mathematical model to achieve body structure performance improvement and lightweight design.
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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