Research on Intelligent Design Method of Complex Products

被引：1
|
作者：
Hao, Bo [1 ]
Xu, Dongping [2 ]
Zhou, Jipeng [3 ]
机构：
[1] Northwestern Univ, Sch Control Engn, Qinhuangdao, Hebei, Peoples R China
[2] Northecastern Univ, Sch Mech Engn & Automat, Shenyang, Peoples R China
[3] Shenyang Ligong Univ, Sch Mech Engn, Shenyang, Peoples R China
来源：
2019 2ND WORLD CONFERENCE ON MECHANICAL ENGINEERING AND INTELLIGENT MANUFACTURING (WCMEIM 2019) | 2019年
关键词：
Complex product; genetic algorithm; multi-level decomposition; case-based reasoning;
D O I：
10.1109/WCMEIM48965.2019.00124
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
In order to accelerate the speed of product development and improve efficiency, the paper proposes a combination of genetic algorithm and case-based reasoning to design complex products.The genetic algorithm is applied to the overall design of the user's design requirements, and then according to the multi-level characteristics, the complex products are subdivided, and each part is coded, selected, crossed, and mutated. Finally, a new solution is selected and stored.The stored solution is used as a case library, and the case is matched and modified by case reasoning, and the newly generated case is stored in the case library. Detailed parameters and dimensions of each part of the structure and components can be obtained by case reasoning.
引用
收藏
页码：580 / 583
页数：4
相关论文
共 50 条
  • [1] Research on intelligent design of debugging processes for complex electronic products based on knowledge graphs
    Xue, Hao
    Zhao, Wu
    Chen, Xinyu
    Guo, Xin
    Yu, Miao
    Liu, Yuhan
    Yan, Dejin
    Xiao, Yong
    Zhang, Kai
    JOURNAL OF INTELLIGENT MANUFACTURING, 2025,
  • [2] Overview and Prospects of Uncertain Intelligent Design for Complex Products
    Hong Z.
    Feng Y.
    Lou S.
    Song X.
    Hu B.
    Zhang Z.
    Tan J.
    Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2023, 59 (19): : 213 - 236
  • [3] The Method of Knowledge Processing in Intelligent Design System of Products
    Li, Lingling
    Liu, Jingzheng
    Li, Zhigang
    Zhou, Jungang
    ADVANCES IN COMPUTATION AND INTELLIGENCE, PROCEEDINGS, 2009, 5821 : 541 - 551
  • [4] Research on Intelligent Operation and Maintenance (O&M) Method of Complex Products Based on Digital Twin
    Zhang, Chuanwei
    Dong, Lingling
    Wang, Yunrui
    Journal of Computers (Taiwan), 2023, 34 (05) : 29 - 43
  • [5] An intelligent pre-estimation method of design time for complex products based on v-SVM
    Zheng, Yujie
    Li, Meiyan
    KYBERNETES, 2021, 50 (01) : 1 - 21
  • [6] A Research Review on the Key Technologies of Intelligent Design for Customized Products
    Zhang, Shuyou
    Xu, Jinghua
    Gou, Huawei
    Tan, Jianrong
    ENGINEERING, 2017, 3 (05) : 631 - 640
  • [7] Research on Intelligent Adaptive Design for “Internet+” Customized Products
    Hu B.
    Feng Y.
    Liu J.
    Guo W.
    Tan J.
    Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2023, 59 (12): : 109 - 125
  • [8] Research on intelligent modeling method of complex geological unit
    1600, International Research and Training Center on Erosion and Sedimentation and China Water and Power Press (45):
  • [9] Research on Complex System Intelligent Maintenance Decision Method
    Li, Peng
    Niu, Wei
    2021 IEEE/ACIS 21ST INTERNATIONAL FALL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE (ICIS 2021-FALL), 2021, : 34 - 37
  • [10] Design Theory and Method of Complex Products: A Review
    Qiu, Chan
    Tan, Jianrong
    Liu, Zhenyu
    Mao, Haoyang
    Hu, Weifei
    CHINESE JOURNAL OF MECHANICAL ENGINEERING, 2022, 35 (01)
12345