A hybrid stochastic sensitivity analysis for low-frequency vibration and low-velocity impact of functionally graded plates. (1st November 2019)

• Record Type: Journal Article
• Authors: Karsh, P.K.; Mukhopadhyay, T.; Chakraborty, S.; Naskar, S.; Dey, S.
• Is Part Of: Composites. Number 176(2019)
• Publication Date: 2019-11-01
• Subjects: Moment-independent sensitivity analysis -- Functionally graded plate -- Adaptive sparse polynomial chaos expansion -- Free vibration -- Low-velocity impact; Composite materials -- Periodicals; Materials science -- Periodicals; Composite materials; Periodicals; Electronic journals; 620.118
• DOI: 10.1016/j.compositesb.2019.107221
• Languages: English
• ISSNs: 1359-8368

Abstract

Abstract: This paper deals with the stochastic sensitivity analysis of functionally graded material (FGM) plates subjected to free vibration and low-velocity impact to identify the most influential parameters in the respective analyses. A hybrid moment-independent sensitivity analysis is proposed coupled with the least angle regression based adaptive sparse polynomial chaos expansion. Here the surrogate model is integrated in the sensitivity analysis framework to achieve computational efficiency. The current paper is concentrated on the relative sensitivity of material properties in the free vibration (first three natural frequencies) and low-velocity impact responses of FGM plates. Typical functionally graded materials are made of two different components, where a continuous and inhomogeneous mixture of these materials is distributed across the thickness of the plate based on certain distribution laws. Thus, besides the overall sensitivity analysis of the material properties, a unique spatial sensitivity analysis is also presented here along the thickness of the plate to provide a comprehensive view. The results presented in this paper would help to identify the most important material properties along with their depth-wise spatial sensitivity for low-frequency vibration and low-velocity impact analysis of FGM plates. This is the first attempt to carry out an efficient adaptive sparse PCE based moment-independent sensitivity analysis (depth-wise and collectively) of FGM plates under the simultaneous susceptibility of vibration and impact. Such simultaneous multi-objective sensitivity analysis can identify the important system parameters and their relative degree of importance in advanced multi-functional structural systems. Highlights: We have proposed a generic computationally efficient sensitivity analysis method by coupling the least angle regression based adaptive sparse PCE approach with the moment-independent sensitivity analysis algorithm. The proposed hybrid moment-independent sensitivity analysis method has been applied to an important engineering problem concerning the vibration and impact analysis of FGM plates. As the material properties in a FGM structure vary across the depth, besides the conventional collective sensitivity analysis, the depth-wise spatial sensitivity analysis of the material properties, as reported in this paper, carries a critical practical significance. The multi-dimensional sensitivity analysis considering multiple forms of analysis, as presented in this paper, is crucial for advanced structures like FGM owing to their susceptibility in simultaneous occurrence of vibration and impact in many applications.