An intelligent body frame structure modeling and optimization system based on conceptual design

被引:1
|
作者
Hou, Wenbin [1 ,2 ]
Wang, Xinyu [1 ]
Han, Jingfei [1 ]
Yao, Zaiqi [3 ]
Wang, Changsheng [1 ,2 ]
机构
[1] Dalian Univ Technol, Sch Automot Engn, State Key Lab Struct Anal Ind Equipment, 2 Linggong Rd, Dalian 116024, Liaoning, Peoples R China
[2] Dalian Univ Technol, Ningbo Inst, Ningbo, Peoples R China
[3] Geely Automot Res Inst Ningbo Co Ltd, Ningbo, Peoples R China
基金
中国国家自然科学基金;
关键词
Body frame structure; learning-based 3D modeling; optimization design; ALGORITHM; CRASHWORTHINESS; SIZE;
D O I
10.1177/09544070231206878
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
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.
引用
收藏
页码:921 / 929
页数:9
相关论文
共 50 条
  • [31] Conceptual design of a DutchEVO car body structure
    Ermolaeva, N. S.
    van Nieuwkoop, P.
    Welten, J. E. G.
    van der Hulst, E. C.
    Kandachar, P. V.
    METAL STRUCTURES: DESIGN, FABRICATION, ECONOMY, 2003, : 317 - 323
  • [32] Research on Automobile Body conceptual Design System Based on Evolutionary Computation
    Li Yan
    Liu Hong
    2009 IEEE INTERNATIONAL SYMPOSIUM ON IT IN MEDICINE & EDUCATION, VOLS 1 AND 2, PROCEEDINGS, 2009, : 1313 - 1318
  • [33] Shell Elements Based Parametric Modeling Method in Frame Robust Design and Optimization
    Song, G.
    Tan, C. A.
    SAE INTERNATIONAL JOURNAL OF MATERIALS AND MANUFACTURING, 2011, 4 (01) : 716 - 723
  • [34] The Optimization Design and Analysis of Motorcycle Frame Structure
    Wang, Jiang
    Zhou, Ji
    Li, Baobao
    Li, Xiaoling
    Song, Shiyong
    FUNCTIONAL MANUFACTURING AND MECHANICAL DYNAMICS II, 2012, 141 : 569 - +
  • [35] Conceptual design conceptual scheme optimization based on integrated design objectives
    Jiang, Shaofei
    Jing, Liting
    Peng, Xiang
    Chai, Hao
    Li, Jiquan
    CONCURRENT ENGINEERING-RESEARCH AND APPLICATIONS, 2018, 26 (03): : 231 - 250
  • [36] Conceptual Modeling for Intelligent Knowledge-Based System in Agriculture: Case Study of Indonesia
    Raflesia, Sarifah Putri
    Pamosoaji, Anugrah K.
    Nurmaini, Siti
    Firdaus
    Lestarini, Dinda
    2018 INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND COMPUTER SCIENCE (ICECOS), 2018, : 397 - 401
  • [37] Conceptual design and optimization of power generation system for lead - based reactor
    Khan, Muhammad Salman
    Bai, Yunqing
    Huang, Qunying
    Xu, Chi
    Sun, Lujun
    Zou, Xiaoliang
    Wang, Lei
    APPLIED THERMAL ENGINEERING, 2020, 168
  • [38] Intelligent Design Optimization System for Additively Manufactured Flow Channels Based on Fluid-Structure Interaction
    Ji, Haonan
    Zou, Bin
    Ma, Yongsheng
    Lange, Carlos F.
    Liu, Jikai
    Li, Lei
    MICROMACHINES, 2022, 13 (01)
  • [39] Modeling and design of intelligent agent system
    Kim, Dae Su
    Kim, Chang Suk
    Rim, Kee Wook
    International Journal of Control, Automation and Systems, 2003, 1 (02) : 257 - 261
  • [40] Optimization Design of Electromagnetic Structure of High Frequency Transformer Based on Intelligent Optimization Algorithm
    Zhao, Zhigang
    Bai, Ruonan
    Chen, Tianyuan
    Jia, Huijie
    Liu, Zhaoyang
    Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2024, 39 (18): : 5610 - 5625