Characterization of torsion plate energy-absorbing members and multi-objective optimization of mechanical properties

被引:1
作者
Zhang, Jianzhuo [1 ]
Guo, Hao [1 ]
Xiao, Yonghui [2 ]
Pan, Yishan [2 ]
Guo, Chenguang [1 ]
Ni, Baojun [1 ]
Wang, Shuwen [3 ]
机构
[1] Liaoning Tech Univ, Sch Mech Engn, 88 Yulong Rd, Fuxin, Liaoning, Peoples R China
[2] Liaoning Univ, Sch Phys, 66 Chong Shan Zhong Rd, Shenyang, Peoples R China
[3] China Natl Coal Grp Corp, 1 Huangsi St, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
Rock burst; Energy-absorbing member; Torsional deformation; Explicit dynamics; Response surface method; MOPSO algorithm; ROCKBURST; DESIGN;
D O I
10.1016/j.aej.2024.04.046
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In order to prevent damage to the support equipment caused by rock burst, a torsion plate energy absorption member is designed to be used with hydraulic columns. Explicit dynamic simulation is used and compared with the tests. The equations of structural parameters to the mean value of the reaction force ( F mean ), specific energy absorption ( SEA ), and mean squared deviation ( sigma) are constructed based on the response surface method. The structural parameters are optimized using MOPSO. The results indicate that the torsion plate exhibits excellent energy absorption characteristics. The error rate of the simulation compared to the test is less than 5%, indicating a high level of simulation accuracy. All three sets of response fitted equations have R 2 above 0.97, indicating a good fit. The three evaluation indexes demonstrate a trend of increasing then decreasing as the torsion angle increases. The wall thickness is positively correlated with the influence of each parameter index, while the effect of fillet radius is reversed. The maximum relative error of the predicted value is 9.50%. After optimization, the F mean is effectively increased by more than 78%, the SEA is increased by more than 24.72%. The sigma is increased by 8.31%, the optimization effect is remarkable.
引用
收藏
页码:266 / 280
页数:15
相关论文
共 36 条
  • [1] Multi-objective optimization for lightweight design of bi-directional functionally graded beams for maximum frequency and buckling load
    Abo-bakr, Rasha M.
    Shanab, Rabab A.
    Attia, Mohamed A.
    [J]. COMPOSITE STRUCTURES, 2021, 278
  • [2] Knowledge-based and data-driven fuzzy modeling for rockburst prediction
    Adoko, Amoussou Coffi
    Gokceoglu, Candan
    Wu, Li
    Zuo, Qing Jun
    [J]. INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES, 2013, 61 : 86 - 95
  • [3] [Anonymous], 2011, GB 25974.2-2010
  • [4] Simulation-based search for optimal designs of accelerated life tests through response surface methodology
    Ayasse, Daniel
    Seo, Kangwon
    [J]. INTERNATIONAL JOURNAL OF QUALITY & RELIABILITY MANAGEMENT, 2022, 39 (01) : 137 - 154
  • [5] New rectangular plate elements based on twist-Kirchhoff theory
    Brezzi, F.
    Evans, J. A.
    Hughes, T. J. R.
    Marini, L. D.
    [J]. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2011, 200 (33-36) : 2547 - 2561
  • [6] [陈刚 CHEN Gang], 2007, [爆炸与冲击, Explosion and Shock Waves], V27, P390
  • [7] Study of the energy absorption performance of an axial splitting component for anchor bolts under static loading
    Dai, Lianpeng
    Pan, Yishan
    Wang, Aiwen
    [J]. TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY, 2018, 81 : 176 - 186
  • [8] Optimization of H-shaped thin-walled energy absorber by Taguchi method and a new theoretical estimation for its energy absorption
    Firouzi, Mojtaba
    Niknejad, Abbas
    Ziaee, Sima
    Hematiyan, Mohammad Rahim
    [J]. THIN-WALLED STRUCTURES, 2018, 131 : 33 - 44
  • [9] Impact response of layered steel-alumina targets
    Gamble, E. A.
    Compton, B. G.
    Zok, F. W.
    [J]. MECHANICS OF MATERIALS, 2013, 60 : 80 - 92