Multiobjective Optimization of Propagation Path in Automotive Product Design Change Based on MOPSO

被引:0
|
作者
Ni, Jinting [1 ]
Zhao, Hui [2 ]
机构
[1] Anhui Tech Coll Mech & Elect Engn, Coll Automobile & Rail, Wuhu 241002, Peoples R China
[2] Xian Xinyao Ceram Composite Mat Co Ltd, Xian 710100, Peoples R China
关键词
SYSTEMS;
D O I
10.1155/2022/7488439
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In optimizing the propagation paths of automotive product design changes, we applied the complex network theory to automotive product structure modeling and established a directed weighted auto part network model. In this model, we defined the parts as the nodes, the physical connections between the parts as the edges, and the impacts of change propagation as the weights of the edges. According to the characteristics of change propagation, we constructed a multiobjective optimization model that simultaneously considered the development time, development cost, and change risk. Using a multiobjective particle swarm optimization (MOPSO) algorithm, we solved the model and obtained the Pareto set of optimal solutions, which provided a basis for designers to choose the optimal design change plan. We conducted the multiobjective optimization of the air-conditioning system design change propagation path in a car model to verify the feasibility and effectiveness of the method.
引用
收藏
页数:7
相关论文
共 50 条
  • [1] Multiobjective Optimization Design for a MR Damper Based on EBFNN and MOPSO
    Liu, Leping
    Xu, Yinan
    Zhou, Feng
    Hu, Guoliang
    Yu, Lifan
    He, Chang
    APPLIED SCIENCES-BASEL, 2022, 12 (17):
  • [2] Complex Network-Based Change Propagation Path Optimization in Mechanical Product Development
    Yin, Yong
    Wang, Shuxin
    Zhou, Jian
    IEEE ACCESS, 2022, 10 : 17389 - 17399
  • [3] Optimization of change propagation path based on product parameter basic-element network
    Zhan M.
    Wang Z.
    Zhao Y.
    Ren S.
    Wang L.
    Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 2022, 28 (08): : 2545 - 2556
  • [4] Research on the Propagation Path of Function Change in Product Conceptual Design
    Jiang Shaofei
    Bian Yaowei
    Li Jiquan
    Mao Zhifei
    2015 ADVANCED DESIGN CONCEPTS AND PRACTICE (ADCP 2015), 2016, : 1 - 8
  • [5] Multi-source Design Change Propagation Path Optimization for Complex Product Based on Weighted and Directed Network Model
    Li Y.
    Li M.
    Wang Z.
    Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2019, 55 (06): : 213 - 222
  • [6] Research on the propagation path of function change in product conceptual design
    Jiang, Shaofei
    Li, Jiquan
    Mao, Zhifei
    ADVANCES IN MECHANICAL ENGINEERING, 2016, 8 (10) : 1 - 15
  • [7] Product design change propagation in automotive supply chain considering product life cycle
    Shivankar, Sudhir D.
    Deivanathan, R.
    CIRP JOURNAL OF MANUFACTURING SCIENCE AND TECHNOLOGY, 2021, 35 : 390 - 399
  • [8] Bilevel multiobjective packaging optimization for automotive design
    Dandurand, Brian
    Guarneri, Paolo
    Fadel, Georges M.
    Wiecek, Margaret M.
    STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2014, 50 (04) : 663 - 682
  • [9] Bilevel multiobjective packaging optimization for automotive design
    Brian Dandurand
    Paolo Guarneri
    Georges M. Fadel
    Margaret M. Wiecek
    Structural and Multidisciplinary Optimization, 2014, 50 : 663 - 682
  • [10] An optimization method based on improved ant colony algorithm for complex product change propagation path
    Zheng, Ruizhao
    Liu, Mingqun
    Zhang, Yong
    Wang, Yulong
    Zhong, Taiqi
    INTELLIGENT SYSTEMS WITH APPLICATIONS, 2024, 23