A novel parametric model for nonlinear hysteretic behaviours with strain-stiffening of magnetorheological gel composite

被引:38
作者
Zhang, Guang [1 ,2 ,3 ]
Chen, Junyu [1 ]
Zhang, Zheng [1 ,2 ,3 ]
Sun, Min [1 ,2 ]
Yu, Yang [4 ]
Wang, Jiong [5 ]
Cai, Shibo [1 ,6 ]
机构
[1] Zhejiang Univ Technol, Coll Mech Engn, Hangzhou 310014, Peoples R China
[2] Zhejiang Univ Technol, Key Lab Special Purpose Equipment & Adv Proc Techn, Minist Educ & Zhejiang Prov, Hangzhou 310014, Peoples R China
[3] XGM Corp Ltd, Taizhou 317100, Peoples R China
[4] Univ Technol Sydney, Sch Civil & Environm Engn, Ultimo 2007, Australia
[5] Nanjing Univ Sci & Technol, Sch Mech Engn, Nanjing 210094, Peoples R China
[6] Beijing Inst Technol, Beijing Adv Innovat Ctr Intelligent Robots & Syst, Beijing 100081, Peoples R China
基金
中国国家自然科学基金;
关键词
Magnetorheological gel composite; Parametric model; Strain; -stiffening; Nonlinear hysteretic loop; Fruit fly optimisation algorithm; FLY OPTIMIZATION ALGORITHM; NEURAL-NETWORK; IDENTIFICATION; VIBRATION;
D O I
10.1016/j.compstruct.2023.117082
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
Magnetorheological (MR) gels are a new class of MR composite materials that can effectively address the issue of particle agglomeration in MR fluids, enhancing the controllability of materials in engineering applications. In this study, a novel parametric model was developed to track the nonlinear hysteretic behaviours with strain -stiffening of the MR gel. The model parameters were identified using the measurement data pertaining to five current levels (0A, 0.2A, 0.5A, 0.8A, and 1A) under a strain amplitude of 10% and a frequency of 0.1 Hz. The fruit fly optimisation algorithm (FOA) was used to determine the optimal solution for the model parameters. The model parameters were generalised with respect to the loading current, and the reliability of the generalised model was verified. The results of the study demonstrate that the proposed model outperforms two classical models, the Bouc-Wen model and viscoelastic-plastic model, in capturing the nonlinear and strain-stiffening behaviour of MR gels, particularly for higher current excitations. This study has potential applications in pre-dicting the nonlinear hysteresis behaviour of automotive dampers, and provides a theoretical basis for the semi -active control of suspensions.
引用
收藏
页数:12
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