Reliability-based design optimization of 3D orthogonal woven composite automobile shock tower

被引:2
|
作者
Liu, Zhao [1 ]
Zhang, Lei [2 ,3 ]
Zhu, Ping [2 ,3 ]
Li, Mushi [2 ,3 ]
机构
[1] Shanghai Jiao Tong Univ, Sch Design, Shanghai, Peoples R China
[2] Shanghai Jiao Tong Univ, Shanghai Key Lab Digital Manufacture Thin Walled, Shanghai 200240, Peoples R China
[3] Shanghai Jiao Tong Univ, State Key Lab Mech Syst & Vibrat, Shangha 200240, Peoples R China
基金
中国国家自然科学基金; 美国国家科学基金会;
关键词
3D orthogonal woven composites; shock tower; multi-scale reliability-based design optimization; particle swarm optimization; kriging surrogate model; PARTICLE SWARM OPTIMIZATION; STOCHASTIC FEATURE PARAMETERS; MINIMUM-WEIGHT DESIGN; ELASTIC PROPERTIES; FIBER WAVINESS; MECHANICAL-PROPERTIES; LIGHTWEIGHT DESIGN; MULTISCALE DESIGN; FAILURE ANALYSIS; BEHAVIOR;
D O I
10.1177/00219983211047689
中图分类号
TB33 [复合材料];
学科分类号
摘要
Three-dimensional orthogonal woven composites are noted for their excellent mechanical properties and delamination resistance, so they are expected to have promising prospects in lightweight applications in the automobile industry. The multi-scale characteristics and inherent uncertainty of design variables pose great challenges to the optimization procedure for 3D orthogonal woven composite structures. This paper aims to propose a reliability-based design optimization method for guidance on the lightweight design of 3D orthogonal woven composite automobile shock tower, which includes design variables from material and structure. An analytical model was firstly set up to accurately predict the elastic and strength properties of composites. After that, a novel optimization procedure was established for the multi-scale reliability optimization design of composite shock tower, based on the combination of Monte Carlo reliability analysis method, Kriging surrogate model, and particle swarm optimization algorithm. According to the results, the optimized shock tower meets the requirements of structural performance and reliability, with a weight reduction of 37.83%.
引用
收藏
页码:4617 / 4631
页数:15
相关论文
共 50 条
  • [1] Multi-Scale Reliability-Based Design Optimization of Three-Dimensional Orthogonal Woven Composite Fender
    Tao W.
    Liu Z.
    Xu C.
    Zhu P.
    Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, 2021, 55 (05): : 615 - 623
  • [2] LIGHTWEIGHT DESIGN OF THREE-DIMENSIONAL WOVEN COMPOSITE AUTOMOBILE SHOCK TOWER
    Tao, Wei
    Zhu, Ping
    Liu, Zhao
    Chen, Wei
    PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2018, VOL 3, 2018,
  • [3] Reliability-Based Robust Optimization Design for Lattice Tower Structure
    Jiang, Xin
    Li, Huijian
    Gao, Baifeng
    Liang, Xi
    ADVANCED MANUFACTURING SYSTEMS, PTS 1-3, 2011, 201-203 : 1312 - 1316
  • [4] Reliability-based design of automobile components
    Zhang, Y
    Liu, Q
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING, 2002, 216 (D6) : 455 - 471
  • [5] Design optimization of integral stiffeners for 3D woven composite preforms
    Kuehsamy, Shemuel Joash
    Wang, Zhen-Pei
    Jhon, Mark Hyunpong
    Yang, Feng
    Sridhar, N.
    STRUCTURES, 2024, 63
  • [6] Tensile fatigue properties of a 3D orthogonal woven composite
    Rudov-Clark, S.
    Mouritz, A. P.
    COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING, 2008, 39 (06) : 1018 - 1024
  • [7] Reliability and reliability-based design optimization
    Toǧan, Vedat
    Daloǧlu, Ayşe
    Turkish Journal of Engineering and Environmental Sciences, 2006, 30 (04): : 237 - 249
  • [8] Optimal Design of Wind Turbine Tower Model Using Reliability-Based Design Optimization
    Park, Yong-hui
    Park, Hyun-Chul
    TRANSACTIONS OF THE KOREAN SOCIETY OF MECHANICAL ENGINEERS A, 2014, 38 (05) : 575 - 584
  • [9] Reliability-based robust design optimization of laminated composite structures
    Zhao Weitao
    Zhang Xizhi
    PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON CIVIL ENGINEERING AND TRANSPORTATION 2015, 2016, 30 : 13 - 17
  • [10] A RELIABILITY-BASED ROBUST DESIGN OPTIMIZATION APPROACH FOR COMPOSITE STRUCTURES
    Antonio, Carlos Conceicao
    PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON MECHANICS AND MATERIALS IN DESIGN (M2D2017), 2017, : 1401 - 1410