2023
DOI: 10.1016/j.tws.2022.110321
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Experimental investigation of the axial crushing behavior of aluminum/CFRP hybrid tubes with circular-hole triggering mechanism

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Cited by 28 publications
(12 citation statements)
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“…After the Taguchi experimental design has been accomplished and the experimental response for each experiment has been counted, the signal-to-noise ratio (SNR), which measures the magnitude of the mean of a process compared to its variation, is used to assess the response performance according to the response characteristics. In general, for a response with ''larger-the-better (LTB)'' characteristic, the corresponding SNR could be calculated using equation ( 27), while for a response with ''smaller-the-better (STB)'' characteristic, the corresponding SNR could be calculated using equation (28) 38 :…”
Section: Taguchi-gra Methodsmentioning
confidence: 99%
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“…After the Taguchi experimental design has been accomplished and the experimental response for each experiment has been counted, the signal-to-noise ratio (SNR), which measures the magnitude of the mean of a process compared to its variation, is used to assess the response performance according to the response characteristics. In general, for a response with ''larger-the-better (LTB)'' characteristic, the corresponding SNR could be calculated using equation ( 27), while for a response with ''smaller-the-better (STB)'' characteristic, the corresponding SNR could be calculated using equation (28) 38 :…”
Section: Taguchi-gra Methodsmentioning
confidence: 99%
“…36,37 Compared with many other proposed optimization methods, the Taguchi method, which adopts orthogonal experimental design and processes experimental data based on signal-to-noise ratio (SNR) that to be maximized, is relatively more efficient and simple to assess robustness of experiments and effects of factors on responses, as well as to explore optimal combination of factor levels. 38 Nevertheless, the traditional Taguchi method is normally limited to handling single-objective optimization issues, which is not suitable to address multi-objective crashworthiness optimization of FGCST in the present study. However, this limitation could be eliminated by coupling Taguchi method with grey relational analysis (GRA), due to GRA could convert multiple responses to a single response called grey relational grade (GRG), which represents the relative closeness of a candidate to the ideal referential alternative and generally is “larger-the-better (LTB).” Consequently, this paper carries out multi-objective crashworthiness optimization of FGCST under multi-angle crushing loading using Taguchi method coupled with grey relational analysis (GRA).…”
Section: Multi-objective Crashworthiness Optimization Of Fgcstmentioning
confidence: 96%
“…7,8 Fortunately, the combination of metallic structures with low cost and good plasticity with composite structures has allowed the production of CFRP/Al hybrid tubes through wrapping or winding technology, which provides a dependable solution for the wide range applications of composites. [9][10][11][12] Recently, extensive research has been conducted on the crashworthiness of the hybrid tube. 8,13,14 Yang et al 15 studied the damage modes of CFRP/Al hybrid tubes under lateral loads using finite element method based on nonlinear progressive damage theory and discussed the effects of wrap angles and aluminum thicknesses on the crashworthiness, further revealed the energy-absorbing mechanism of hybrid tubes with different aluminum thicknesses.…”
Section: Introductionmentioning
confidence: 99%
“…Moreover, it is prone to showing brittle fracture behavior when subjecting to high strain loading 7,8 . Fortunately, the combination of metallic structures with low cost and good plasticity with composite structures has allowed the production of CFRP/Al hybrid tubes through wrapping or winding technology, which provides a dependable solution for the wide range applications of composites 9–12 . Recently, extensive research has been conducted on the crashworthiness of the hybrid tube 8,13,14 .…”
Section: Introductionmentioning
confidence: 99%
“…On the other hand, there are many applications where different types of materials are used together and in such cases using adhesive bonds alone can be a problem. For instance, metal and composite materials are often used together in the automotive and aerospace industries [9][10][11][12]. For these reasons, different joining methods are used to bring together different types of materials.…”
Section: Introductionmentioning
confidence: 99%