ArticlePDF Available

On characterizing the viscoelastic electromechanical responses of functionally graded graphene-reinforced piezoelectric laminated composites: Temporal programming based on a semi-analytical higher-order framework

Authors:

Abstract and Figures

The electromechanical responses of single and multi-layered piezoelectric functionally graded graphene-reinforced composite (FG-GRC) plates are studied based on an accurate higher-order shear deformation theory (HSDT) involving quasi-3D sinusoidal plate theory and linear piezoelectricity. These FG-GRC plates are composed of randomly oriented graphene nanoplatelets (GPLs) reinforcing fillers and the piezoelectric PVDF matrix considering two different distribution patterns such as linear-and uniform-distribution (LD and UD) of GPLs across the thickness. The modified Halpin-Tsai (HT) and Rule of mixture (ROM) models are utilized to determine the effective material properties of FG-GRCs. The analytical model of FG-GRCs is extended further to analyze the time-dependent linear viscoelastic electromechanical behaviour of the system based on Biot model of viscoelasticity in the framework of inverse Fourier algorithm. The viscoelastic electromechanical responses include the static deformation and electric responses of simply supported FG-GRC plates which are investigated by considering transverse mechanical and external electrical loading, as well as other critical parameters like aspect ratio and weight fraction of GPLs. The numerical results reveal that the electromechanical response of FG-GRC plates can be enriched due to the addition of a small weight fraction of GPLs. The coupled multiphysics-based computational framework proposed here for predicting the viscoelastic electromechanical behaviour of laminated composites can be exploited for stimulating and developing a wide range of micro-electro-mechanical systems (MEMS) and devices incorporating time-dependent programming features.
Content may be subject to copyright.
On characterizing the viscoelastic electromechanical responses of functionally graded
graphene-reinforced piezoelectric laminated composites: Temporal programming based
on a semi-analytical higher-order framework
S. Mondal1, K. B. Shingare1, T. Mukhopadhyay1, S. Naskar1,*
1Faculty of Engineering and Physical Sciences, University of Southampton, Southampton, UK
*Email Address: S.Naskar@soton.ac.uk (S. Naskar)
Abstract
The electromechanical responses of single and multi-layered piezoelectric functionally graded graphene-
reinforced composite (FG-GRC) plates are studied based on an accurate higher-order shear deformation theory
(HSDT) involving quasi-3D sinusoidal plate theory and linear piezoelectricity. These FG-GRC plates are
composed of randomly oriented graphene nanoplatelets (GPLs) reinforcing fillers and the piezoelectric PVDF
matrix considering two different distribution patterns such as linear- and uniform- distribution (LD and UD)
of GPLs across the thickness. The modified Halpin-Tsai (HT) and Rule of mixture (ROM) models are utilized
to determine the effective material properties of FG-GRCs. The analytical model of FG-GRCs is extended
further to analyze the time-dependent linear viscoelastic electromechanical behaviour of the system based on
Biot model of viscoelasticity in the framework of inverse Fourier algorithm. The viscoelastic electromechanical
responses include the static deformation and electric responses of simply supported FG-GRC plates which are
investigated by considering transverse mechanical and external electrical loading, as well as other critical
parameters like aspect ratio and weight fraction of GPLs. The numerical results reveal that the
electromechanical response of FG-GRC plates can be enriched due to the addition of a small weight fraction
of GPLs. The coupled multiphysics-based computational framework proposed here for predicting the
viscoelastic electromechanical behaviour of laminated composites can be exploited for stimulating and
developing a wide range of micro-electro-mechanical systems (MEMS) and devices incorporating time-
dependent programming features.
Keywords
Active composite laminates; Graphene-reinforced piezoelectric laminates; Functionally graded materials;
Piezoelectric effect; Viscoelastic electromechanical responses
1. Introduction
Owing to stimulating multi-functional properties, two-dimensional (2D) materials and their derivatives
have emerged to be significantly vital nanomaterials (Saumya et al., 2023). The quest for exploiting
extraordinary mechanical properties of 2D graphene (modulus of elasticity, ~1 TPa and strength, 130 GPa) and
2
high specific surface area (2630 m2/g) led to the opening of an evolving area of research for developing
graphene-based nanocomposites. It can be utilized as an ideal reinforcement candidate for tailoring
multifunctional hybrid composites, leading to multifarious applications. The mechanical and interfacial
properties of graphene-based composites are significantly enhanced due to the addition of controlled loading
contents of graphene. Extensive research is carried out for the prediction of electromechanical behaviour
including static and dynamic analysis of graphene-reinforced composite (GRCs) structures such as beam, plate,
rod and shell by introducing piezoelectric nanoscale graphene fiber in a non-piezoelectric polyimide matrix
(Mukhopadhyay et al., 2021) (Naskar et al., 2022) (Shingare and Naskar, 2023). Graphene is considered as a
nanoscale fiber, wherein the effect of size-dependent properties is investigated such as strain and electric field
gradient as well as piezoelectric, flexoelectric and surface effects on these GRC structures. The effective piezo
elastic and relative permittivity properties of GRC are also probed by using analytical and finite element (FE)
micromechanical models. They show a significant enhancement in mechanical and electrical behaviour of GRC
structures as it incorporates flexoelectric and surface effects in comparison to the piezoelectric effect. Despite
its importance in material design and engineering, research on the behaviors of graphene-reinforced composite
is still inadequate.
In the last few years, a new class of materials has emerged as an excellent choice of researchers due to
its unique tailorable variation in material properties mainly across the thickness, known as functionally graded
materials (FGMs) (Singh et al. 2023a). FGMs show great potential to be used in several areas like automotive,
aerospace, aviation and many other engineering domains as shown in Fig. 1. The quest for high performance
and exceptional properties including high stiffness, light in weight, durability, and high load-bearing/resistance
capacity are the main causes for adopting FGMs (Karsh et al., 2019, 2018; Trinh et al., 2020). The influences
of the graded components on the deformation and strength of thick-walled FGM tubes when subjected to
internal pressure were examined by Fukui and Yamanaka (1992). Further, Fukui et al. (1993) extended their
earlier research by considering these FGM tubes when subjected to uniform thermal loading and examined the
effects of gradation of components on residual stresses. By curtailing the circumferential compressive stress at
the inner surface of FGM tube, they also proposed an optimal composition. To examine stress intensity factors
and transient thermal stresses of FGMs considering cracks, Fuchiyama et al., (1993) utilized an eight-noded
quad-axisymmetric element. In order to get more accurate results, they emphasized that the temperature-
dependent properties must be accounted for in the investigation. Utilizing optimization and sensitivity
techniques, Tanaka et al. (1993) considered FGM property profiles based on the lessening of thermal stresses.
Mondal et al. (2022) formulated the closed-form solutions of three-dimensional crack-tip stress fields for a
FGM medium under thermo-mechanical loading and investigated the scope of delaying its failure mechanisms.
Lu et al. (2006) used stroh-like formalism to analyze a simply supported laminate of functionally graded
piezoelectric material (FGPM). Behjat et al. (2011) carried out FE formulation in their paper to investigate
3
static bending, free vibration and dynamic behaviour of FGPM plates where material properties are graded
along thickness direction based on power law. Das and Sarangi (2016) modeled and performed the analysis of
an FG beam within ANSYS environment using Solid 186 element. Based on the Navier solution and first-order
shear deformation theory (FSDT), Song et al. (2017a) reported the free and forced vibration analyses of FG
graphene platelet-reinforced composite (FG GPLRC) laminates. Afterward, by utilizing the same theories,
Song et al. (2017b) investigated the buckling and post-buckling behavior of bi-axially compressed FG GPLRC
plates. Shen et al. (2017) derived an analytical solution for buckling and post-buckling analyses of FG GPLRC
plates rested on elastic foundation. In addition to this, the results of thermal buckling and the post-buckling of
GPLRC plates were analyzed by Wu et al. (2017) using the differential quadrature-based iteration method.
They showed the increment and decrement of thermal buckling and post-buckling resistance considering
different parameters such as weight fraction of GPLs along with their distribution, width-to-thickness, and
aspect ratios. Gholami and Ansari (2017) investigated the large deflection and geometrically nonlinear analysis
of FG GPLRC plates using analytical solutions. Based on the Navier solution and FSDT, Song et al. (2018)
introduced the static and compressive buckling analyses of the FG GPLRC plate. They also reported that the
shear correction factor is essential to confirm the accuracy of the mathematical framework that they presented.
Using the element-free IMLS-Ritz method and FSDT, Guo et al. (2018) studied the vibration of GPLs
reinforced layered composite quadrilateral plates. Gholami and Ansari (2018) used higher-order SDT to find
out nonlinear harmonically excited vibration of rectangular FG GPLRC plates based on the variational
differential quadrature (DQ). Using the transformed DQ method, Malekzadeh et al. (2018) investigated the
vibration of FG GPLRC eccentric annular plates integrated with layers of piezoelectric material. Some of the
research investigations in this field combine FGMs and composite structures for achieving a wide range of
performances (Barati and Zenkour, 2019; Natarajan et al., 2014) (Assadi and Farshi, 2011). A major interest
of current research activities involves the presence of homogeneous strain and electric field in FGM plates
concerning the piezoelectric effect, which we discuss in the following paragraph.
In the search for emerging lightweight multi-functional structures, it was revealed that if piezoelectric
materials are utilized as distributed sensors/actuators which can be attached to or incorporated into the structure
then it accomplishes self-monitoring and self-controlling competencies (Smith and Auld, 1991). These
structures are usually named as “smart structures”. Piezoelectric materials generate the electric response to an
applied mechanical load by virtue of the direct piezoelectric effect while it deforms due to the electric load by
virtue of the inverse effect (Kuai et al., 2013; Maranganti et al., 2006; Tita et al., 2015). For developing high-
performing structures, the use of piezoelectric materials as distributed actuators and sensors is related to these
direct and inverse effects, respectively. In recent advances, the FG structures integrated with piezoelectric
actuators and sensors have received much interest from the application as well as the fundamental research
point of view to develop MEMS and technology-based energy harvesters
4
Fig 1. A bird's eye view concerning detailed flowchart of viscoelastic electromechanical analysis of
piezoelectric FG-GRC plates for application in various technologically demanding industries.
(Beeby et al., 2006; Yan and Jiang, 2017, 2011). For a better understanding of piezoelectricity phenomena, the
concept of piezoelectric effect is described using mathematical relation: . In this, ,  and 
represent the electric displacement vector, the strain tensor and the piezoelectric tensor, respectively. Such
piezoelectricity phenomena are found to be present in materials where the inversion symmetry plays a vital
role, meaning the material should be non-centrosymmetric.
Consideration of viscoelasticity in smart piezoelectric composite materials makes it more realistic in
terms of accurate electromechanical response prediction due to the fact that many of the polymers used in
composite structures are inherently viscoelastic in nature. Time and frequency domain analyses of the
viscoelastic effect have been reported in composite structures. Aboudi and Cederbaum, 1989 presented a
micromechanical analysis of unidirectional fibre composites considering the phases to be viscoelastic in nature.
5
Salehi and Aghaei, 2005 analyzed axisymmetric viscoelastic circular plates using a non-linear and non-
axisymmetric formulation. Wenzel et al., 2009 developed a model to analyze the deflection of viscoelastic
(polymeric) cantilevered beams under uniform (adsorption-induced) surface stress. García-Barruetabeña et al.,
2013 discussed the interconversion scheme of viscoelastic relaxation modulus from the time-domain and
frequency domain and vice-versa. Amoushahi and Azhari, 2014 studied a moderately thick viscoelastic plate
using linear finite strip formulations. Mukhopadhyay et al., 2019 incorporated the effect of viscoelasticity into
an irregular hexagonal honeycomb lattice following a bottom-up analytical framework in the frequency
domain. Jafari and Azhari, 2021 discussed the bending of thick viscoelastic Mindlin plates with different
geometries in the time-domain. Singh et al., 2023 showed the usage of extended Kantorovich method (EKM)
to analyze IPFG viscoelastic plates embedded with piezo sensory layer.
The review of literature presented on composite/FGM with consideration of graphene platelets clearly
specifies that graphene/its derivatives are one of the most promising nanofiller for multiphysical applications.
However, until now, to the best knowledge of the authors, there are no (or very few) studies investigating the
electric and mechanical response of functionally graded graphene-reinforced piezoelectric composite (FG-
GRC) plates with and without consideration of the viscoelastic effect. Such an investigation could offer many
exploitable prospects for developing next-generation MEMS and smart structures (note: hereinafter the “FGM”
is used for functionally graded material without piezoelectric effect, while “FGPM” is used for functionally
graded piezoelectric material). In this article, the electromechanical responses of single and multi-layered
piezoelectric functionally graded graphene-reinforced composite (FG-GRC) plates would be studied based on
an accurate higher-order shear deformation theory (HSDT) involving quasi-3D sinusoidal plate theory, linear
piezoelectricity and the effect of viscoelasticity. The results would be further validated with separate finite
element (FE) modeling extensively. The reason for taking HSDT as a benchmark over classical plate theories
(CPT) is due to its ability to incorporate thickness deformation () and transverse shear deformation.
The contribution of this work is aimed at predicting the viscoelastic electromechanical performance of
simply supported FG-GRC plates with and without consideration of piezoelectric effect using analytical and
FE approach under generic loading conditions (quasi 3D sinusoidal distributed load). In the process, we would
investigate different critical parameters such as weight fraction of GPLs and aspect ratios concerning direct
and inverse piezoelectric effects. An overview of the comprehensive analysis concerning the current research
work is systematically presented in Fig. 1. This article is structured as: Section 2: the basic mathematical
formulations based on quasi-3D sinusoidal plate theory and linear viscoelasticity are introduced; Section 3:
the details of FE models are presented; Section 4: the numerical results are discussed for single and multilayer
FG-GRC plates to investigate their electromechanical responses, including the effect of viscoelasticity; Finally,
the article is summarized with concluding remarks and critical perspectives in Section 5.
6
2. Theoretical formulation
2.1 Geometric consideration
Figure 2 shows a schematic of single-layered rectangular plates made of functionally graded
piezoelectric material (FGPM) with width , length and height and it is associated with Cartesian
coordinate system 󰇡

󰇢. The FGPM plate is assumed to consist of
polyvinylidene fluoride (PVDF) matrix and graphene platelets (GPLs) reinforcement. The top surface of
FGPM plate is subjected to a transversely distributed load . This mechanical load is dependent on only two
in-plane spatial coordinates and while an external electric voltage is applied in between its top and bottom
plate surface. Variation of material properties is considered to be continuous in nature (Nomura and Sheahen,
1997) and it is varied only along its thickness direction i.e., z-axis. The present formulation can also be
applicable to multilayer laminates (with number of layers ) which is explained later in Section 4.2.
2.2 Kinematic relations
Considering the quasi-3D sinusoidal plate theory (Zenkour, 2007) and the shape function proposed by
Levy (1877), Stein (1986) and Touratier (1991), the displacement field 󰇛󰇜 of any point within the volume
of interest along three orthonormal directions can be expressed in the following form (Zenkour and Hafed,
2020):
󰇛󰇜󰇛󰇜󰇛󰇜

󰇡
󰇢󰇛󰇜
(1a)
󰇛󰇜󰇛󰇜󰇛󰇜

󰇡
󰇢󰇛󰇜
(1b)
󰇛󰇜󰇛󰇜󰇡
󰇢󰇛󰇜
(1c)
where 󰇛󰇜 and indicate the in-plane and out-of-plane displacements of any point respectively on the
mid-plane 󰇛󰇜 and (󰇜 indicate the respective rotations of the transverse normal about y and x-
axis.󰇛󰇜 is for accounting the stretching effect of the plate. Contrary to typical first-order shear
deformation theory, the present trigonometric plate theory does not require any shear correction coefficient.
Assumptions:
1. Any straight lines perpendicular to mid-surface before deformation stay straight after its deformation.
2. There will be the contribution of bending and shear both in total transverse displacement.
󰇛󰇜󰇛󰇜󰇛󰇜
(2)
3. Rotation function (󰇜 are approximated as respective slopes of shear transverse deflection:
7
Fig 2. Schematic of FGPM plate subjected to electromechanical loadings and associated cross-sections.
󰇛󰇜
 󰇛󰇜
 .
(3)
Considering these assumptions in Eq. (1), we get the following simpler forms:
󰇛󰇜󰇛󰇜󰇛󰇜
 󰇛󰇜󰇛󰇜

(4a)
󰇛󰇜󰇛󰇜󰇛󰇜
 󰇛󰇜󰇛󰇜

(4b)
󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜
(4c)
where 󰇛󰇜
󰇡
󰇢 and 󰇛󰇜󰇡
󰇢 are derived from the assumed shape function. Neglecting
Von-Karmen non-linear terms in strain formulae, we can derive the following linear strain-displacement
relations from Eq. (4):



󰇛󰇜

󰇛󰇜
(5a)



󰇛󰇜

󰇛󰇜
(5b)

󰆒󰇛󰇜
(5c)





󰇛󰇜

󰇛󰇜
(5d)


󰇛󰇜
 
󰇛󰇜
(5e)
8


󰇛󰇜
 
󰇛󰇜
(5f)
where

 ,

, 

 
, 
, 
, 
, 
,

, 
, 
󰇡
 
󰇢 and 
󰇡
 
󰇢. We can observe here the
existence of non-zero transverse strains () which is also a characteristic of any typical shear deformation
plate theories.
Accounting Maxwell’s equation, the variation of electric potential (
󰇜 through thickness can be
approximated by the following equation proposed by Quek and Wang (2000):

󰇡
󰇢󰇛󰇜
󰇛󰇜󰇛󰇜
(6)
where denotes the distribution of electric potential induced in mid-plane. The electric field components E
can be given by:
󰇭
󰇮






󰇛󰇜

󰇛󰇜

󰆒󰇛󰇜
(7)
2.3 Constitutive equations and function resultants
General constitutive relations for any piezoelectric material can be given by following two equations
of actuation- and sensing- law (Li et al., 2020):



󰇛󰇜 󰇛󰇜 󰇛󰇜
󰇛󰇜 󰇛󰇜 󰇛󰇜
󰇛󰇜 󰇛󰇜 󰇛󰇜
󰇛󰇜
󰇛󰇜
󰇛󰇜



󰇛󰇜
󰇛󰇜
󰇛󰇜
󰇛󰇜
󰇛󰇜
󰇭
󰇮󰇛󰇜
󰇭
󰇮󰇭 󰇛󰇜
󰇛󰇜
󰇛󰇜 󰇛󰇜 󰇛󰇜 󰇮



󰇭󰇛󰇜
󰇛󰇜
󰇛󰇜󰇮󰇭
󰇮󰇛󰇜
where 󰇝󰇞 is electric displacement field and 󰇛󰇜 are the elastic constants under constant
electric field (Zenkour and Alghanmi, 2018) which can be given as follows:
9
󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇛󰇜󰇜
󰇛󰇜󰇛󰇜
(9a)
󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜
󰇛󰇜󰇛󰇜
(9b)
󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜
󰇛󰇛󰇜󰇜
(9c)
As this is an FGM system, all elastic and piezo coefficients such as elastic modulus (E), Poisson ratio (󰇜,
piezoelectric () and dielectric (󰇜coefficients are varying along the direction of the plate thickness (z).
The governing equations for the present static FGPM system are achieved from the principle of virtual
displacements that can be given as follows:
(10a)
The virtual strain energy 󰇛󰇜 is expressed as follows:
 󰇛󰇜
The virtual work done by the externally applied uniform transverse load and externally applied Electric
potential, V can be written as follows:
 󰇟󰇛󰇜󰇠

󰇛󰇜
After substituting the strain-displacement relations and rearranging Eq. (10a), the following six governing
equations of motion can be obtained:



(11a)

 

(11b)


󰇛󰇜
(11c)




󰇛󰇜
(11d)
10

 

(11e)
󰇩󰇛󰇜
󰇛󰇜
󰆒󰇛󰇜󰇪


(11f)
Here  are the function (stress and moment) resultants whose definitions are given as follows:
󰇝󰇞 󰇝󰇞
󰇝

󰇞


(12a)
󰇝󰇞 󰇝󰇞
󰇝

󰇞


(12b)
󰇝󰇞 󰇝󰇞󰇛󰇜
󰇝

󰇞󰇛󰇜


(12c)
󰇝󰇞 󰇝󰇛󰇜
󰇛󰇜
󰆒󰇛󰇜󰇞
󰇝󰇛󰇜
󰇛󰇜
󰆒󰇛󰇜󰇞


(12d)
Now if we substitute Eq. (8) in the aforementioned resultants and perform tabulation in the terms of 󰇛
,
,

󰇜, we get the following matrix.



    


    


  
    


    


  




  




  



    













󰇛󰇜
󰇛󰇜
󰆒󰇛󰇜
󰇛󰇜
󰇛󰇜
󰇛󰇜
In Eq. (13), the stiffness coefficients can be defined by
11














󰆒󰇛󰇜
󰇛󰇜
󰆒󰇛󰇜
󰆒󰇛󰇜
󰇛󰇜
󰇛󰇜
󰇛󰇜
󰆒󰇛󰇜󰇛󰇜




󰆒󰇛󰇜
󰇛󰇜
󰆒󰇛󰇜
󰆒󰇛󰇜
󰇛󰇜
󰇛󰇜
󰇛󰇜
󰆒󰇛󰇜󰇛󰇜


 󰇛󰇜
(14)
2.4 Governing equations
Putting Eq. (13) in the governing Eq. (11), we get the following six partial differential equations.


󰇛󰇜

󰇛󰇜



󰇛

󰇜





(15a)


󰇛󰇜

󰇛󰇜



󰇛

󰇜





(15b)

󰇛󰇜󰇧

󰇨



󰇛󰇜




󰇛

󰇜



󰇛󰇜






(15c)

󰇛

󰇜󰇧

󰇨





󰇛

󰇜


󰇛󰇜





󰇛

󰇜
󰇛

󰇜
󰇛󰇜










(15d)
12




󰇛

󰇜
󰇛

󰇜









(15e)

󰇧

󰇨



󰇧

󰇨


















 





(15f)
In Eq. (15),



















 which corroborate
the piezoelectric coupling coefficients are defined by:
 󰇛󰇜󰆒󰇛󰇜 
󰇛󰇜󰆒󰇛󰇜


(16a)




󰇝󰇛󰇜󰇛󰇜󰇛󰇜󰇞󰆒󰇛󰇜
󰇝
󰇛󰇜
󰇛󰇜
󰇛󰇜󰇞󰆒󰇛󰇜


(16b)




 󰇝󰇛󰇜󰇛󰇜󰇞󰆒󰇛󰇜
󰇝
󰇛󰇜
󰇛󰇜󰇞󰆒󰇛󰇜


(16c)
󰇥


󰇦 󰇝󰇛󰇜󰇛󰇜󰇞󰇛󰇜 󰇝
󰇛󰇜
󰇛󰇜󰇞󰇛󰇜


(16d)
󰇥



󰇦 󰇛󰇜󰇝󰇛󰇜󰇛󰇜󰇞󰆒󰇛󰇜
󰇛󰇜󰇝
󰇛󰇜
󰇛󰇜󰇞󰆒󰇛󰇜


(16e)



󰇝󰇛󰇜󰇛󰇜󰇞󰇛󰇜 󰇝
󰇛󰇜
󰇛󰇜󰇞󰇛󰇜


(16f)



 󰇝󰇛󰇜󰆒󰇛󰇜
󰇛󰇜󰇞󰆒󰇛󰇜
󰇝
󰇛󰇜󰆒󰇛󰇜

󰇛󰇜󰇞󰆒󰇛󰇜


(16g)
13
Here, Navier’s method is implemented to get the analytical results, wherein the following boundary constraints
of the four ends simply supported (SSSS) plate are assigned.
Edge 1:
󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜
Edge 2:
󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜
Edge 3: x
󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜
Edge 4: x
󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜
To satisfy the aforementioned boundary conditions, () are expressed using an infinite series
which are given by:
󰇛󰇜󰇡
󰇢

 󰇡
󰇢
(17a)
󰇛󰇜󰇡
󰇢

 󰇡
󰇢
(17b)
󰇛󰇜󰇡
󰇢

 󰇡
󰇢
(17c)
󰇛󰇜󰇡
󰇢

 󰇡
󰇢
(17d)
󰇛󰇜󰇡
󰇢

 󰇡
󰇢
(17e)
As Eq. (15) contains total six primary unknown variables, the mechanical (󰇜 and electrical load () are also
expressed based on double sine series as follows:
󰇛󰇜󰇡
󰇢

 󰇡
󰇢
(17f)
󰇛󰇜󰇡
󰇢

 󰇡
󰇢
(17g)
We consider that a uniform transverse load, is acting throughout the top surface of the plate. Thus
we have 󰇛󰇜and value of  can be determined from Fourier series expansion.
14

 󰇡
󰇢󰇡
󰇢
 
󰇛󰇜󰇛󰇜
(18)
Now, we have to assume a function 󰇛󰇜 (potential per unit surface) to tackle the external applied electric
voltage in the Eqn. (15e) and (15f). Similar to 󰇛󰇜, this 󰇛󰇜 can also be expressed as double sine
series as follows.
󰇛󰇜󰇡
󰇢

 󰇡
󰇢
(19)
Similarly, considering 󰇛󰇜
 i.e., independent of and ,  can be determined similar to .

󰇛󰇜󰇛󰇜
(20)
Note here that while we have considered uniformly distributed mechanical load and electrical voltage, other
loading conditions can also be analyzed based on the analytical framework presented here. Substituting Eqs.
(17), (18), (19) and (20) in the partial differential Eqs. (15), we get the following six linear simultaneous
equations of .
󰇛󰇜󰇛󰇜

󰇛

󰇜


(21a)
󰇛󰇜󰇛󰇜

󰇛

󰇜


(21b)
󰇛󰇜󰇛󰇜
󰇛󰇜


󰇛

󰇜




(21c)

󰇛

󰇜󰇛󰇜



󰇛

󰇜
󰇛󰇜

󰇛

󰇜
󰇛

󰇜








(21d)
15
󰇛

󰇜
󰇛

󰇜







(21e)

󰇛󰇜



󰇛󰇜


















(21f)
Here 󰇛󰇜󰇡

󰇢. Solving six simultaneous Eqs. (21), we can determine  and
accordingly, the total transverse deflection 󰇛󰇜 of the plate can be calculated by adding these three effects
of bending, shear and stretching. By solving for , we can calculate the voltage component corresponding
to the applied load. It can be noted in this context that the above formulation is valid for single and multi-layer
(with the number of layers NL) functionally graded plates. Equivalent material properties are adopted for
utilizing the analytical framework presented here as described below.
2.5 Equivalent material properties
The PVDF has isotropic and piezoelectric properties, and it is presumed that GPLs are uniformly and
linearly distributed with a randomly distributed placement within the PVDF matrix. Such randomly oriented
fiber composite can be approximated to a quasi-isotropic laminate (Halpin and Karoos, 1978). Here the GPLs
are assumed as rectangular-shaped solid reinforcement of average width , length  and thickness .
The electromechanical behaviour of the FGPM plate is discussed by considering two distributions of weight
fraction of GPLs along the thickness direction (z) which are as follows (Zhao et al., 2020):
Linear distribution: 󰇛󰇜
󰇡
󰇢
(22a)
Uniform distribution: 󰇛󰇜

(22b)
where 
and 
are the total weight fraction and characteristic value of GPLs weight fraction,
respectively. The total volume fraction of GPLs is calculated using the following relation:
󰇛󰇜󰇛󰇜
󰇛󰇜󰇡
󰇢󰇛󰇛󰇜󰇜
(23)
where  and  denote the respective mass densities of GPLs and PVDF matrix. The modified Halpin-
Tsai model is utilised to estimate the effective material constants (properties). The Young modulus of a nearly
isotropic laminate system is as follows (Wang et al., 2020):
16
Fig. 3. Distribution of  across the thickness of single-layered FGPM (xz plane) (a) linear and (b) uniform
distribution.
󰇛󰇜
(24)
whereas and indicate the longitudinal and transverse moduli and their values can be estimated from the
Eq. (25). Here
and
are the reinforcing efficiency of GPLs considered in longitudinal and transverse
directions, respectively.
󰇝󰇛󰇜󰇛󰇜󰇞󰇫

󰇛󰇜
󰇛󰇜

󰇛󰇜
󰇛󰇜󰇬
(25)
where the parameters
and
 can be expressed by


󰇡
󰇢
󰇡
󰇢
󰇡
󰇢
󰇡
󰇢

(26)
Here  and indicate the respective Young moduli of GPLs and PVDF matrix, and filler geometric
factors
 and
of GPLs are given by the following equations:



 
 
(27)
where ,, and  are the respective thickness, length, and width of GPLs fillers. Other material
properties are calculated by the rule of mixture which is as follows:
󰇛󰇜󰇛󰇜󰇛󰇛󰇜󰇜
(28a)
17
󰇛󰇜󰇛󰇜󰇛󰇛󰇜󰇜
(28b)
󰇛󰇜󰇟󰇠󰇛󰇜󰇟󰇠󰇛󰇛󰇜󰇜
(28c)
󰇟󰇛󰇜󰇠󰇟󰇠󰇛󰇜󰇟󰇠󰇛󰇛󰇜󰇜
(28d)
where ,󰇛󰇜, 󰇛󰇜 and are the Poison ratio, coupling coefficient, electric
permittivity and piezoelectric multiple, respectively. Table 1 summarizes the values of all these coefficients.
Table 1: Geometric and material properties of constituents of FGPM (Li et al., 2020)
Elastic and geometrical properties
Piezoelectric constants 󰇛󰇜


























Dielectric constants 󰇛󰇜
















0.186

0.29
2.6 Time-dependent viscoelastic analysis
Here the analytical model presented in the preceding sections has been extended for analyzing the
functionally graded piezoelectric plates with time-dependent viscoelastic properties. For the sake of simplicity,
the complex elastic modulus of the plate in the frequency domain () is expressed as the Biot’s viscoelactic
model with only one term (Mukhopadhyay et al., 2019).
󰇛󰇜󰆒󰇛󰇜󰆒󰆒󰇛󰇜󰇛󰇜 

(29)
where 󰇛󰇜 is the effective young modulus in the absence of viscoelasticity, given in Eq. 24 and .
and are the constants indicating “the strength” of viscosity and relaxation parameter respectively.  (real
18
part) and (imaginary part) can be regarded as storage and loss modulus respectively. The amplitude
(dynamic modulus) and phase of the complex modulus can be derived as follows:
󰇛󰇜󰇛󰇜󰇛󰇜
(30a)
󰇛󰇜
(30b)
As the phase increases, the contribution of loss modulus will increase which in turn makes the material more
viscous (Mun et al., 2007). Considering all the limiting properties of 󰇛󰇜, present in the existing literature,
it can be deduced that for all positive and , 󰇛󰇜 achieves minimum amplitude (󰇛󰇜) when and
whereas the same will achieve maximum amplitude (󰇛󰇜󰇛󰇜) when and . However,
for all limiting cases, the viscoelastic material properties tend to be pure elastic as the phase 󰇛󰇜 becomes
zero.
To employ this complex modulus in the present analytic model and for capturing the realistic time-
dependent viscoelastic behaviour of the plate, it is necessary to invert back the frequency domain representation
discussed above into the time-domain (). This inversion of young modulus from its frequency domain (refer
Eq. 29) to the time domain is carried out by the efficient inverse Fourier algorithm written in MATLAB
symbolic environment. All values of , from highest to lowest, are taken into account when inverting
frequency domain data into the time domain (). This inversion can be expressed as follows:
󰇛󰇜
 󰇛󰇜
 󰇛󰇜

(31)
Here the function 󰇛󰇜 (also called relaxation modulus) encompasses the thickness direction () along with
the time parameter (). Handling these two parameters at the same time in the present analytical model can be
cumbersome. To mitigate this issue, we have performed the temporal analysis throughout the plate thickness
at each time step separately. The evolution of material properties at each time step is determined by a suitable
viscoelasticity model. Note that the FE validations (comparative results obtained from the analytical approach
and FEM) presented in this paper can be regarded as the validation for a particular time step and the
corresponding material properties in the context of time-dependent viscoelastic analysis. By ensuring the
accuracy of results at each time step corresponding to time-dependent material properties obtained based on
suitable viscoelastic models, the correctness of the overall temporal analysis is ascertained. In this context, it
can be noted that two viscoelastic parameters ( and ) need to be evaluated specific to the material under
consideration. The time-dependent variation of material properties depends on these parameters.
19
We approximate the integral in Eq. (14) by taking a summation through the plate’s thickness for each
time instant. As here some approximations are involved, the accuracy of the result is ensured by comparing the
value of each constant in Eq. (14) obtained from the present summation method and the normal integral method
at a particular time instant. Considering time-domain, Eq. (17a-f) can be rewritten as follows:
󰇛󰇜󰇛󰇜󰇡
󰇢

 󰇡
󰇢
(32a)
󰇛󰇜󰇛󰇜󰇡
󰇢

 󰇡
󰇢
(32b)
󰇛󰇜󰇛󰇜󰇡
󰇢

 󰇡
󰇢
(32c)
󰇛󰇜󰇛󰇜󰇡
󰇢

 󰇡
󰇢
(32d)
󰇛󰇜󰇛󰇜󰇡
󰇢

 󰇡
󰇢
(32e)
󰇛󰇜󰇛󰇜󰇡
󰇢

 󰇡
󰇢
(32f)
Afterwards, solving Eq. (21) in conjunction with Eq. (32), the time-dependent parameters
󰇛󰇜󰇛󰇜󰇛󰇜 can be calculated for each time instant. Thus, in the proposed framework of
viscoelastic analysis, we first characterize the frequency-domain depth-wise material properties, which are then
inverted to time-domain variation of the depth-wise varying material properties and subsequently used to
analyze the electromechanical response of the plates at each time-step.
3. Finite element (FE) analysis
We have carried out a separate finite element analysis to validate the analytical framework as described
in the preceding section. The primary objective of including the finite element model in present paper is to give
an initial validation to our parent general analytic model (which is equally applicable for both viscoelastic and
non-viscoelastic structures). The elastic model, for which we have presented finite element validations, is
further extended to analyze the viscoelastic behavior where only the elastic modulus terms in the analytical
expressions are replaced by the viscoelastic parameters based on the correspondence principle. The essence of
20
this principle is that the analytical expressions of the structure in the elastic regime can be readily extended to
the viscoelastic regime without any further change in the parent elastic framework. It is well-established in the
literature that a correct elastic framework for analyzing structural behaviour can be converted to time-
dependent viscoelastic analysis through this principle. The FEM analysis presented in the current paper is
intended to establish the accuracy of the elastic analysis, which in turn assures the correctness of the
viscoelastic analysis. That is why no additional FE calculations are added for viscoelastic structures separately.
In this context, it can be noted that the FE validations presented here can be regarded as the validation for a
particular time step and the corresponding material properties in the context of time-dependent viscoelastic
analysis. Once the electromechanical analysis is validated for a particular set of material properties, it can be
extended to the other time steps readily by considering the appropriate time-dependent material properties at
different other time steps. Thus finite element validation of the electromechanical analysis for a particular set
of material properties, as presented here, is sufficient for the time-dependent viscoelastic analysis performed
afterwards in this study.
The finite element analysis is carried out here considering single and multi-layered systems, wherein
the equivalent material properties are evaluated based on the approach presented in the preceding section. The
same geometry and the coordinate system are adopted in FE analysis as shown in Fig. 2. The CAD model is
prepared in the COMSOL multi-physics version 5.5 software package and FEM simulation has been performed
in COMSOL’s 3D “piezoelectricity multiphysics interface” which combines Solid Mechanics and
Electrostatics together with the constitutive relationships required to model piezoelectrics. In the geometry,
thickness direction is taken along the z-axis and material coordinate system are same as the spatial coordinate
system in COMSOL. For simulating FGPM (functionally graded piezoelectric material) in the present
structure, we have created a “blank material” within COMSOL material library whose elastic and piezoelectric
properties are given in accordance with Eqns. (24) and (28). As all the properties vary along the thickness
direction, we have adopted the COMSOL’s global coordinate variable z with lower limit of  and upper
limit of  to build the analytic functions for its material properties (density, elasticity matrix, coupling
matrix and relative permittivity matrix). The discretization of the rectangular plate is carried out using free
tetrahedral (tet) mesh (fine) elements where the maximum element size varies between 0.24 m to 0.03 m.
As the analysis is performed on an electromechanical structure, we have to incorporate electrical
boundary conditions in addition to mechanical loadings. Present FGPM rectangular plate is under the closed-
circuit condition where initially, the electric potential applied on the upper and lower surfaces are expected
to be zero (grounded) throughout the analysis (as demonstrated in Fig. 4). In COMSOL, the piezoelectric
polarization axis is not changed as its default direction is always along its spatial coordinate axis. In case of
mechanical loading, a uniformly distributed (UDL) unit force is applied throughout the top surface and the
bottom surface is kept free. The plate is modeled as simply supported along four edges (SSSS). The overall FE
21
Table 2: Initial dimensions of the plate.
Parameters
Values
Unit
Length,
3
m
Width,
1
m
Thickness to span ratio ()
0.01
-
Total No. of layer,
Single (= 1)
multilayer 󰇛󰇜
-
Fig. 4. Schematic representation of FGPM plate su bjected to: (a) electrical (b) mechanical loads.
modeling is demonstrated using a flow diagram in Fig. 5. In this context, it can be noted that the finite element
validations presented here can be regarded as the validation for a typical time step considering the
corresponding material properties. In time-dependent viscoelastic analysis, the material properties vary at
different time steps that can be ascertained by the adopted viscoelastic model. Once the electromechanical
analysis is validated for a particular set of material properties, it can be extended to the other time steps readily
by considering the appropriate time-dependent material properties at different other time steps. The time-
dependent evolution of material properties in a viscoelastic analysis is discussed in the preceding section.
4. Results and discussions
This section presents numerical results concerning the electromechanical behavior of FGPM plates
based on the proposed analytical approach and comparative validation results using finite element simulations.
We would investigate three different configurations with single and multiple layers (UD, LD and UD/LD).
Subsequently, we present time-dependent viscoelastic results for the deformation and electric potential of
FGPM plates.
22
Fig. 5. Flowchart describing the detailed FE analysis.
4.1 Electromechanical analysis of single FGPM plate (󰇜
A thin FGM plate 󰇛󰇜 is subjected to uniformly distributed load 󰇛󰇜while it’s all
four edges are kept simply supported. We first concentrate on validating the analytical model using separate
FE analysis, wherein a convergence study is important to obtain credible results before proceeding further.
Therefore, the convergence study concerning FE analysis is carried out to investigate the influence of mesh
size or the number of elements on the transverse deflection of the plate. Different types of meshing such as:
extreme coarse, coarse, normal, fine and extreme fine are considered with the overall range of average element
size between 0.855 m to 0.0303 m. In Table 3, the results of convergence study with respect to maximum
center deflection of the plate and its mesh statistics used in FE analysis have been presented. Figure 6 illustrates
the variation of transverse deflection of the plate over its length. It can be observed that the results for transverse
23
Table 3: Convergence study of FEM for Center deflection of Plate
Mesh Type
Number of
Domain
Element
Number of
Boundary
Element
Number of
Edge Element
Plate Center
Deflection
()
Extreme coarse
597
476
92
-21.966
Coarse
3196
2268
212
-32.929
Normal
7486
5252
312
-33.123
Fine
24560
16340
548
-33.199
Extreme Fine
301244
142524
1604
-33.200
Fig. 6. Mesh convergence analysis.
Fig. 7. Variation of transverse deflection of UD FGM plates along its length based on analytical and FE models.
24
(a) (b)
Fig. 8. (a) Variation of transverse deflection of SSSS FGPM plate along its length 󰇛

󰇜. (b) Variation of transverse deflection of LD plates along its length.
deformations are converged for fine and extreme fine elements. Therefore, we followed the ‘fine’ type of
element for further analysis in FE modeling.
We further validate the FE model with literature to ensure its prediction accuracy. Figure 7
demonstrates the variation of transverse deflection of SSSS FGPM and FGM plates (i.e., with and without
accounting for the piezoelectric effect) over their lengths and a comparison of the available results based on
classical plate theory (CPT) (Reddy, 2006). For this purpose, we have considered a thin FGM plate with
uniform distribution (UD) of 
and carried out a deflection analysis of UD FGM (refer to Figure 7). The
earlier existing analytical result for center deflection of the plate calculated from CPT is m
(Reddy, 2006) which shows a very close agreement with the current FE results. Due to consideration of the
piezoelectric effect, there is a decrement in maximum transverse deflection of the plate compared with non-
piezoelectric FGM plate. Having adequate confidence in the finite element model, we present further numerical
results based on analytical predictions and finite element analyses.
To check the accuracy of the current quasi-3D sinusoidal shear deformation plate theory with respect
to the FE model in case of FGPM LD plates subjected to uniform loading (), the comparative results are
plotted in Fig. 8(a). The results are observed to be in excellent agreement, corroborating the validity of the
proposed analytical framework further. In the following numerical results, we investigate different critical
effects on the electromechanical behaviour of FGPM plates, primarily based on the analytical approach. Figure
8(b) shows the variation of transverse deflection of SSSS FGM and FGPM plates over their lengths considering
25
linear distribution (LD) of GPLs weight fraction 󰇛
󰇜. A similar trend is observed in UD cases (refer to
Figures 7) for transverse deflection, while the LD case shows higher deflection of the plate. A detailed
comparison of the results considering LD and UD cases is presented in Figure 9 based on analytical and FE
approaches. The results show that the incorporation of piezoelectricity stiffens the FGM plates for both
distributions.
Fig. 9. Effect of distribution of GPLs on the transverse deflection of plates.
(a) (b)
Fig. 10. Variation of transverse deflection of SSSS FGPM plate along its length 󰇛󰇜. (a)
for different aspect ratio (
) (b) for different GPL volume fractions ().
26
Fig. 11. Variation of electric potential across the thickness of SSSS FGPM plate at its center 󰇛󰇜󰇡
󰇢
󰇛󰇜.
Fig. 12. Variation of electric potential across the thickness of an SSSS FGPM plate at its center 󰇛󰇜󰇡
󰇢
󰇛
󰇜.
Figure 10(a) shows the variation of transverse deflection of the SSSS plate over its length by
considering different aspect ratios (a/h). For this, we considered 
 with LD case while the different
aspect ratios are considered as 10, 20, 50 and 100. It is noticed that the transverse deflection increases with
increasing aspect ratio. Figure 10(b) shows the variation of transverse deflection of SSSS FGPM plates along
their length by considering different 
with the LD case. From this, it is noticed that the deflection of SSSS
27
(a) (b)
(c) (d)
Fig. 13. Variation of transverse deflection of SSSS FGPM plate along the length direction of the plate. (a) LD
distribution with a constant voltage of zero throughout the upper surface (along with different values of loads)
(b) UD distribution with a constant voltage of zero throughout the upper surface (along with different values
of loads) (c) LD distribution when a constant load of 100 Pa is applied on the structure (along with different
values of voltage) (d) UD distribution when a constant load of 100 Pa is applied on the structures (along with
different values of voltage).
plate is significantly influenced due to the incorporation of nanoparticles such as graphene. The transverse
deflection of the plate is reduced due to the addition of a large value of 
. This effect of different 
on
deflection is also intuitively true as the overall elastic modulus of the model increases if the percentage of GPLs
28
increases and consequently, it gets stiffer. Further, from Figures 10(a) and 10(b), it is clear that the results
obtained from both analytical and FE modelling are observed in excellent agreement.
Figure 11 shows the variation of electric potential generated due to piezoelectricity at the center of
SSSS FGPM plate with respect to its thickness by considering different 
. From this, it can be noted that
the electric potential shows the maximum value at the middle of the plate thickness. Similar to transverse
deflection, the electric potential decreases due to the addition of different 
. For 
, the electric
potential shows larger values compared to the remaining three values of 
. The electric potential generated
in SSSS FGPM plates also depends on the aspect ratios of the plate which are investigated in Figure 12 for
aspect ratios of 10, 20, 50 and 100 (considering 
). It can be noted that the electric potential
increases with respect to the aspect ratio, while the peak voltage appears in the middle layer of the FGPM plate
with LD distribution 󰇛
󰇜.
The numerical results are presented here (unless otherwise mentioned) considering unit load and zero
voltage, which lead to deflections in the micrometer range. The accuracy of the results is ensured through
separate finite element simulations. It can be noted that the developed semi-analytical framework is generic
enough to analyze larger values of load which would lead to higher deformations. However, to establish the
generic nature of the proposed computational framework, we have added two separate studies for single and
multi-layered FGPM structures (refer to Figures 13 and 18) where we vary the mechanical load and applied
voltage in a reasonable range (complying the small linear strain-displacement assumption). It is observed that
the deflections increase significantly with external loads up to the millimeter range. The impact of mechanical
load and non-zero voltages on the overall deflection of the plate for both LD and UD FG distributions is shown
in Figure 13. Both distributions in Figure 13(a-b) show a direct relationship between transverse deflection ()
and external load (). For instance, in FGPM structure with LD distribution, a maximum deflection of 3.313
mm is observed along the centroidal axis of the plate when a 100 Pa load is applied. In Figure 13(c-d), the
piezoelectric voltages are varied for both distributions while maintaining a constant external mechanical stress
of 100 Pa. Although the effect of voltage is minimal in UD distribution, the transverse deflection is directly
correlated with applied voltages in LD distribution. Overall, the UD distribution in FGPM structures exhibits
stiffer behavior than the LD distribution.
4.2 Electromechanical analysis of multilayer FGPM plate
In this Section, we extend the same theoretical approach discussed in Section 2 for presenting numerical
results concerning layered composite structures. We have considered a perfectly bonded double-layered FGPM
plate 󰇛󰇜 in which GPLs nanofibers are assumed to be randomly oriented in respective matrixes in both
the layers with UD/LD configuration. The total thickness is taken as and it is equally divided in both layers.
Distribution of GPLs weight fraction is taken differently in two layers i.e., a top layer having UD distribution
29
Fig. 14. Distribution of weight fraction of GPLs 󰇛
󰇜 across layered FGPM plate thickness.
Fig. 15. Variation of transverse deflection of layered FGPM plate along its length 󰇛
󰇜.
and a bottom layer having LD distribution of GPLs. This layer-wise variation of the FGPM plate is depicted
in Figure 14. Other boundary conditions remain the same as considered in the single-layer plate. Unit
mechanical load and zero external voltage are applied on the outer surface of the plate as before. Both the
analytical and FE analyses are performed to check the accuracy of the present theory in predicting the behavior
of the layered structure.
30
(a) (b)
Fig. 16. (a) Effect of weight fraction of GPLs 󰇛
󰇜on the transverse deflection of SSSS layered plate
󰇛󰇜. (b) Effect of aspect ratio 󰇛󰇜 on the transverse deflection of SSSS layered plate
󰇛
󰇜
Fig. 17. Variation of electric potential 󰇛
󰇜across the thickness of layered FGPM plate at the centre 󰇛󰇜
󰇡
󰇢 󰇛
󰇜.
Figure 15 shows the variation of transverse deflection of layered FGPM plate along its length. The
analytical and FE results for total transverse deflection () of the plate under mechanical load 
and electric potential are compared. From this figure, it is observed that theoretical and FE results are
31
(a) (b)
Fig. 18. Effect of external mechanical load and electrocortical loading on the overall deformation of layered
FGPM structures. (a) Variation of the plate’s deflection along length direction under a constant voltage of zero
and different values of mechanical load (b) Variation of plate’s deflection along length direction under a
constant mechanical load of 100 Pa and different values of voltage.
in very good agreement for the multi-layered structures. The maximum deflection is found at the half-length
(i.e., 1.5 m) of the plate which is the same in the case of a single-layered plate. From this, we can conclude that
number of layers has negligible effects on the overall deflection pattern of the plate if other parameters are kept
the same. In figure 15, it is also observed that in the case of multi-layered plates, there is an increment in the
magnitude of maximum deflection by 7.94  compared to the single-layered plate. A similar trend of the
result is observed in existing literature (Lu et al., 2006), which validates our present formulation further.
Subsequently, insightful parametric analysis is performed by varying weight fraction of GPLs 󰇛
󰇜
and plate aspect ratio 󰇛󰇜, as shown in figures 16(a) and 16(b). The deflection of layered plate decreases as
the value of 󰇛
󰇜 and 󰇛󰇜 increases. It is due to increased stiffness which is discussed in the earlier section.
In figure 17, the variation of electric potential along the thickness direction is generated due to the direct
piezoelectric effect. It can be observed that the variation is continuous, there is no discontinuity at the interface
of the two layers.
Similar to single-layered FGPM distributions (refer to Figure 13), a parametric analysis has been
conducted here to check the dependency of external loading parameters on the structure’s overall deformation
in a multi-layered FGPM system. A significant increase in the maximum transverse deflection in comparison
32
to its unit-loading state is observed in Figure 18(a) where the deformation increases to the millimeter range
with the increase of mechanical loading. Figure 18(b) shows the length-wise change in the plate’s deflection
with applied voltage. A non-uniform symmetric deformation pattern with respect to plate’s centroidal axis can
be observed where an increasing trend of deflection with voltage is noticed near the central zone and a reverse
decreasing trend of deflection with voltage is obtained near the supporting edge of the plate. Contrary to the
uniform trend seen in single layered plates (Figure 13), the double layered (UD/LD) plate here exhibits such
non-uniform deformation trend with voltages along its length.
4.3 Time-dependent electromechanical analysis of single and multi-layer viscoelastic FGPM plates
In this section, the time-dependent dynamic behavior of the structure’s responses has been investigated
by the incorporation of viscoelastic effect. Before obtaining the final results, the effect of viscoelasticity on the
effective elastic modulus, 󰇛󰇜 along the thickness has been checked by plotting it in the time domain. As
mentioned earlier, this modulus not only depends on time () but also the thickness direction () since the
present structure is depth-wise functionally graded. For each vertical point at a particular section of the plate,
we obtain a time-variation curve for the effective elastic modulus. For the sake of brevity, in Table 4, the effect
of viscoelasticity on Young’s modulus at three locations of the thickness ( at
, and
) in
LD distribution is shown in both the frequency domain and the corresponding transformed time domain. Note
that the parameters and in Eq. (29) are crucial for conceptualizing viscoelasticity of the present structure.
It is important to keep in mind that the exact values of both parameters ( and ) in general, depend on different
physical experimental outcomes of the relevant viscoelastic system. In particular, they can be obtained from
the curve fitting of experimental data concerning creep test of the material. Such experimental implementations
were performed in the existing literature (Endo and de Carvalho Pereira, 2017) (Rouleau et al., 2013)(Enelund
and Olsson, 1999). As the present study doesn’t include any experimental work, we have adopted reasonable
parametric values for obtaining the numerical results. Analytically these two parameters, present in complex
elasticity modulus (󰇛󰇜) in the frequency domain, come from the viscoelastic kernel function in the time-
domain. This function can be obtained by constructing various equivalent lumped spring-dashpot damping
models for viscoelastic material such as Maxwell model, Voigt model, Standard linear model, Generalised
Maxwell model and Prony series model. Whereas, in the frequency or Laplace domain, various existing
viscoelastic models complying Kramers-Kronig relations can be used to derive 󰇛󰇜 such as Biot model,
Gaussian model, Fractional derivative, Half cosine model etc. Among them, the Biot’s standard classical model
of viscoelasticity (Biot, 1955)(Biot, 1954) has been chosen here by which complex elasticity modulus (󰇛󰇜)
can be obtained without any significant accuracy loss. To examine the effect of the two parameters on overall
strength of viscoelastic model, a parametric study (refer to Figure 19(a-d)) is presented. First, we have
investigated the influence of these two parameters on the present viscoelastic system and afterwards, a suitable
33
(a) (b)
(c) (d)
Fig. 19. (a) Effect of the parameter of the amplitude of mid-plane-Young-modulus in the frequency domain
at constant . (b) Effect of the parameter of the amplitude of mid-plane-Young-modulus in the
frequency domain at constant 󰇛󰇜
. (c) Effect of the parameter of the magnitude of viscoelastic phase
angle at mid-plane in the frequency domain at constant . (d) Effect of the parameter of the magnitude
of viscoelastic phase angle at mid-plane in the frequency domain at constant 󰇛󰇜
.
combination of their values are chosen to produce numerical results in succeeding sections. It can be noted that
the temporal framework presented here is generic and any suitable value of and , obtained based on
experimental investigations, can be used for exploration of the viscoelastic behaviour. In Figure 19(a-d), the
34
amplitude of Young modulus at mid-plane and its associated phase angle are varied in a reasonable frequency
range for different values of and . It can be seen in Figure 19(a-b) that the amplitude increases as the values
of and reduce and increase respectively. They all show converging patterns in the values after certain
frequencies. This can be explained with the help of Figure 19(c-d). Figure 19(c) depicts the variation of phase
angle in frequency domain for different at a constant , whereas the same is plotted in Figure 19(d)
for different taking as constant i.e. 󰇛󰇜
(where  is the maximum magnitude of considered
frequency spectrum). Existence of critical frequencies can be observed, wherein the physical significance of
such critical frequency can be explained in the light of spring-dashpot lumped model of viscoelasticity. At very
low and high frequencies, the model behaves as pure elastic, whilst in the vicinity of the critical frequency, the
viscous effects become maximum. That is why in Figure 19(a-b), at very low frequency, amplitude of Young
modulus takes a constant non-zero value and after a certain frequency, it again converges to a constant non-
zero value. From Figure 19(c-d), it can be concluded that the parameter controls the critical frequency
whereas the parameter shows its influence on magnitude of phase angle of the present viscoelastic model.
After the afore-explained parametric study investigating the influence of viscoelastic parameters, we can now
proceed for obtaining numerical results in the current context by taking a combination of these two parameters
and  In the frequency domain, the variation of the dynamic modulus and its phase is obtained by taking the
parameters as 󰇛󰇜
 and  for the present paper. Except for Young’s moduli, Poisson's ratio and
other piezoelectric properties are considered to have a negligible effect of viscoelasticity based on published
literature (Salehi and Aghaei, 2005, Salehi and Safi-djahanshahi, 2010, Barrett and Gotts, 2004). It has also
been verified in MATLAB that the values of elastic modulus in all three cases (refer to Table 4) at low
frequency () are the same as the non-viscous elastic modulus mentioned in the prior sections. Such
observations are in coherence with the existing literature (Mukhopadhyay et al., 2019, Malekmohammadi et
al., 2014). In Table 4, the variation of phase angle in all three locations has also been plotted and it is observed
that all are the same and achieve their peak value at a certain critical frequency. So, the phase angle variation
is independent of thickness direction, though the amplitude of elastic moduli keeps changing with the thickness
direction. The phase angle decreases on both sides of the frequency spectrum i.e. at the lowest and highest
frequency of the plot. At low frequencies, the present viscoelastic plate will behave more like a normal elastic
plate. After applying the inverse Fourier algorithm, the time domain plots are obtained along the thickness. As
time increases, elastic moduli keep decreasing and after a certain time, it gets converged at their non-viscous
elastic moduli value ( 
󰇛󰇜󰇛) ). Such a trend has also been observed in the existing literature
(García-Barruetabeña et al., 2013).
35
Table 4: Variation of the effective Young Modulus in frequency and corresponding time domain at three
locations of the thickness (LD distribution).
Position
Frequency Domain
Time Domain


36
(a) (b)
Fig. 20. Time-dependent variation of plate’s deflection (a) in UD, LD and LD/UD cases in terms of normalized
form (b) in LD case in terms of absolute form. The normalization is carried out here with respect to the
deflection value at initial time step (t = 0), as shown in the inset. In the axis titles of the inset figures, Nor.
representes Normalized.
The obtained depth-wise varying elastic moduli in the time domain are now embedded within the
analytic model to obtain the time-dependent responses of the viscoelastic FGPM plate, subjected to the
aforementioned boundary conditions (, SSSS). Figure 20(a) depicts the effect of viscoelasticity
on the plate’s deflection under the unit uniform static transverse load. Here the normalized maximum
deflections (󰇜 along the centroidal axis of the plate are plotted for the single-layered (LD and UD
distribution) and multi-layered (LD/UD) FGPM plate. In terms of final (saturated) normalized deflection, it is
observed that the multi-layered (LD/UD) plate is between the rest two distributions where LD is having the
highest value of the same. It indicates the fact that the increment of the plate’s deflection with time is highest
in LD distribution, while LD/UD plate is in between the two. Although, in terms of absolute deflection, the
deflection in LD/UD plate at its saturation stage is higher than the rest two. In each case, this maximum
deflection converges at a certain deflection which is almost the same as that of pure elastic case. For instance,
in LD distribution, the FGPM plate starts bending with a maximum deflection of 30.51  under the constant
load of 1  and after 0.01 sec, its deflection increases to a deflection of around 30.8 . The bar charts in
Figures 20-22 are showing the initial deflections () in . Due to the incorporation of viscoelasticity,
we can see a time lag in achieving its prior elastic deflection. A similar trend is observed in other distributions
as well. But the rate of change in the deflection in three distributions is found to be different depending on the
37
(a) (b)
(c)
Fig. 21. Effect of viscoelasticity on the maximum transverse deflection of the FGPM plate with four different
volume fractions of GPL (a) LD (b) UD (c) LD/UD. The normalization is carried out here with respect to the
deflection value at initial time step (t = 0), as shown in the inset. In the axis titles of the inset figures, Nor.
representes Normalized.
distribution (Multi-layered FGPM > Single-layered LD FGPM > Single-layered UD FGPM). For the sake of
clarity, the time variation (discussed in Figure 20(a)) in terms of absolute deflection for only LD distribution
is shown in Figure 20(b) (similar plots can be readily obtained for the other distributions). The trends are in
good coherence with the existing literature on non-FGPM viscoelastic plate structures (Jafari and Azhari, 2021,
Salehi and Aghaei, 2005, Wenzel et al., 2009).
38
(a) (b)
(c)
Fig. 22. Effect of viscoelasticity on the maximum transverse deflection of the FGPM plate with four different
plate aspect ratios () (a) LD (b) UD (c) LD/UD. The normalization is carried out here
with respect to the deflection value at initial time step (t = 0), as shown in the inset. In the axis titles of the inset
figures, Nor. representes Normalized.
Figure 21 shows the viscoelastic effect on the plate’s central deflection at four different volume
fractions i.e. 
 of GPLs in the PVDF matrix. With the increase of volume fraction, the
plate’s elastic deflection at and the steady state () both decrease. Moreover, the rates of
deformation are found to be decreased with the increase of GPL’s volume fraction. For the increment of
deflection in each FGM distribution, all three show different trends with respect to volume fractions. For
instance, in LD plate, the increment goes up as the volume fraction increases, whereas in UD case, the opposite
39
(a) (b)
Fig. 23. Time-dependent variation of plate’s mid-line electric potential (
 and ) (a) in
UD, LD and LD/UD cases in terms of normalized form (b) in LD case in terms of absolute form. The
normalization is carried out here with respect to the potential value at initial time step (t = 0), as shown in the
inset.
trend is observed. A little exception is identified in LD/UD plate as here the normalized deflection rises with
volume fractions except the one with 1% volume fraction whose increment is higher than rest three in Figure
21(c).
In Figure 22, the aspect ratio of FGPM plates is varied over a reasonable range to observe the effect of
viscoelasticity on the plate’s deformation. Contrary to the trend observed in the aforementioned volume
fractions’ cases, both the deflections (at and ) are in direct relation with the plate’s aspect ratio.
The rate of deformation here is found to have a rapid increment with the increase of aspect ratio. Furthermore,
the increment in deflection with respect to its initial value () is observed to have a direct relation with
plate’s aspect ratio in all three distributions. In general, the numerical study considering viscoelastic behaviour,
besides giving a more realistic analysis, demonstrates a potential programmable time-dependent structural
behaviour (including temporal programming in smart stuctures and metamaterials (Sinha and Mukhopadhyay,
2023)), which could be crucial for analysing and designing the mechanical behaviour of a wide range of
polymer composites accurately.
The time-dependent generation of electric potential in the present FGPM viscoelastic system is shown
in Figure 23(a) where all three FGM distributions show rapid growth in their values with time. These depicted
40
potentials are extracted along the centroidal axis of the plate and with the consideration of GPL percentage of
1% and plate’s length-to-thickness ratio of 100. Though the double-layered plate gives a relatively higher
voltage (~70% higher) than the rest of the distributions after getting saturated, the increment of it with respect
to initial electric potential over time is in between the other two distributions where the uniformly distributed
(UD) FGPM plate shows the highest increment. Figure 23(b) shows the same time-variation of electric
potential in LD distribution but in its absolute form, leading to the same conclusion (similar plots can be readily
obtained for the other distributions). Essentially, the numerical results concerning electric potential for time-
dependent viscoelastic analysis shows that it is possible to harness more accumulated power with increasing
time.
5. Prospective engineering applications
Functionally graded piezoelectric material (FGPM) viscoelastic composite structures combine the
properties of piezoelectric materials and viscoelastic composites to create a class of materials with unique
prospective engineering applications. Such an analysis following efficient semi-analytical framework is
presented for the first time in this manuscript. We have discussed here a few critical real-life engineering
applications associated with FGPM viscoelastic composite structures.
Shape Morphing Structures: FGPM viscoelastic composite materials can be engineered to change their
shape in response to electrical stimuli. These materials are used to create adaptive structures and
morphing surfaces in aerospace applications, where shape changes can improve aerodynamic
performance. Similar applications can be found in various other mechanical systems. The interesting
notion here is the capability of temporal programming as discussed in the manuscript.
Energy Absorption: FGPM viscoelastic composites can be employed in impact-absorbing structures,
such as helmet liners and automotive crash pads. The combination of viscoelastic damping and
piezoelectric energy conversion helps dissipate energy during impact events, reducing the risk of injury
and damage.
Smart Materials and Structures: FGPM viscoelastic composites can be utilized in the development of
smart materials and structures. By exploiting their piezoelectric properties, these materials can sense
changes in the operating environment and respond accordingly, enabling applications like active
vibration control, actuators, shape adaptation, programmable mechanical properties etc. In
microelectromechanical systems (MEMS), FGPM viscoelastic composites can be utilized in the
fabrication of tiny sensors, actuators, and resonators for applications in various mechanical, aerospace,
consumer electronics, and medical sectors.
41
Structural Health Monitoring: FGPM viscoelastic composite structures can be used for structural health
monitoring (SHM) purposes. They can be embedded with sensors that utilize the piezoelectric effect to
detect changes in the systems's properties and identify structural damage or defects in real time.
Soft Robotics: FGPM viscoelastic composites can be integrated into soft robotic systems to create
deformable structures with piezoelectric functionality. These materials would enable more flexible and
adaptable robots for delicate tasks and human-robot interaction.
Vibration Damping and Control: FGPM viscoelastic composite structures can be employed in the
aerospace, automotive, and civil engineering industries for vibration damping and control. These
materials can be designed to have specific damping properties, reducing vibrations and minimizing
resonance effects in structures like aircraft wings, car panels, and buildings.
6. Concluding remarks
In this article, we have investigated the time-dependent viscoelastic electromechanical behaviour of
single and multi-layered piezoelectric functionally graded graphene-reinforced composite (FG-GRC) plates
(called FGM and FGPM plates). Higher-order shear deformation theory (HSDT) with quasi-3D plate
formulation that incorporates sinusoidal shape function and linear piezoelectricity are implemented along with
the Biot model of viscoelasticity in the framework of the inverse Fourier algorithm. The principle of virtual
work is adopted to derive the governing equations and boundary constraints for analytical solutions based on
Navier’s method. Further, finite element models are developed to confirm the accuracy and validity of the
analytical results. The electromechanical behaviour includes the static and electric response of FG-GRC
viscoelastic plates which are predicted considering transverse mechanical and external electrical loading under
simply supported (SSSS) conditions. Following major inferences are drawn from the numerical results:
The transverse deflection of FGM and FGPM plates are significantly affected due to consideration of
piezoelectricity, weight fraction of GPLs (
) and different distribution patterns (such as linear and
uniform distribution) of GPLs along the thickness. It increases with respect to aspect ratio 󰇛󰇜 while
reduces for a larger value of 
.
The electric potential shows significant enrichment with higher values of  ratio, while it shows a
decrement with respect to the addition of 
.
A rapid decrement in the elastic properties of FG-GRC plates can be observed with time due to the
consideration of the viscoelastic effect.
The numerical results concerning electric potential for time-dependent viscoelastic analysis establishes
that it is possible to harness more accumulated power with increasing time before eventually reaching
the steady state condition. With regard to the aspect ratio of the plate, weight fractions of the GPL and
42
the distribution patterns, the steady-state values follow a similar general trend as the non-viscoelastic
scenario.
All three distributions exhibit a rapid increment in transverse deformation and electric potential with
time, although the rates at which this increment occurs vary depending on the distribution of the
material properties (Multi-layered FGPM > Single-layered LD FGPM > Single-layered UD FGPM).
In summary, the current semi-analytical study demonstrates a potential time-dependent
electromechanical behaviour based on practically relevant viscoelastic modelling coupled with through-
thickness gradation, which could be crucial for analysing the structural behaviour of a wide range of ‘smart
plate-like structures accurately and prospective temporal programming for a range of engineering applications
across the length scales. The present analytical solution approach can also be extended to obtain the viscoelastic
electromechanical responses of functionally graded smart shells and other complicated structural assemblies.
The combination of piezoelectricity and viscoelasticity in FGPM viscoelastic composite structures opens up a
wide range of engineering possibilities, from energy harvesting, vibration control, shape-morphing to advanced
robotics and smart structures. Ongoing research in this field continues to explore new applications and optimize
the performance of these materials for real-world scenarios.
Acknowledgments
TM and SN acknowledge the initiation grant received from the University of Southampton.
Conflict of Interest
The authors declare no conflict of interest.
ORCID ID
Soumyadeep Mondal : https://orcid.org/0000-0002-3368-7828
Kishor Shingare https://orcid.org/0000-0002-8255-9849
Tanmoy Mukhopadhyay https://orcid.org/ 0000-0002-0778-6515
Susmita Naskar https://orcid.org/0000-0003-3294-8333
References
Aboudi, J., Cederbaum, G., 1989. Analysis of viscoelastic laminated composite plates. Compos. Struct. 12,
243256. https://doi.org/10.1016/0263-8223(89)90074-3
Amoushahi, H., Azhari, M., 2014. Static and instability analysis of moderately thick viscoelastic plates using
a fully discretized nonlinear finite strip formulation. Compos. Part B Eng. 56, 222231.
https://doi.org/10.1016/j.compositesb.2013.08.055
Assadi, A., Farshi, B., 2011. Stability analysis of graphene based laminated composite sheets under non-
43
uniform inplane loading by nonlocal elasticity. Appl. Math. Model. 35, 45414549.
https://doi.org/10.1016/j.apm.2011.03.020
Barati, M.R., Zenkour, A.M., 2019. Thermal post-buckling analysis of closed circuit flexoelectric nanobeams
with surface effects and geometrical imperfection. Mech. Adv. Mater. Struct. 26, 14821490.
https://doi.org/10.1080/15376494.2018.1432821
Barrett, K.E., Gotts, A.C., 2004. FEM for one- and two-dimensional viscoelastic materials with spherical and
rotating domains using FFT. Comput. Struct. 82, 181192.
https://doi.org/10.1016/j.compstruc.2003.10.007
Beeby, S.P., Tudor, M.J., White, N.M., 2006. Energy harvesting vibration sources for microsystems
applications. Meas. Sci. Technol. 17. https://doi.org/10.1088/0957-0233/17/12/R01
Behjat, B., Salehi, M., Armin, A., Sadighi, M., Abbasi, M., 2011. Static and dynamic analysis of functionally
graded piezoelectric plates under mechanical and electrical loading. Sci. Iran. 18, 986994.
https://doi.org/10.1016/j.scient.2011.07.009
Biot, M.A., 1955. Variational principles in irreversible thermodynamics with application to viscoelasticity.
Phys. Rev. 97, 14631469. https://doi.org/10.1103/PhysRev.97.1463
Biot, M.A., 1954. Theory of stress-strain relations in anisotropic viscoelasticity and relaxation phenomena. J.
Appl. Phys. 25, 13851391. https://doi.org/10.1063/1.1721573
Das, S., Sarangi, S.K., 2016. Static Analysis of Functionally Graded Composite Beams, in: IOP Conference
Series: Materials Science and Engineering. https://doi.org/10.1088/1757-899X/149/1/012138
Endo, V.T., de Carvalho Pereira, J.C., 2017. Linear orthotropic viscoelasticity model for fiber reinforced
thermoplastic material based on Prony series. Mech. Time-Dependent Mater. 21, 199221.
https://doi.org/10.1007/s11043-016-9326-8
Enelund, M., Olsson, P., 1999. Damping described by fading memory - Analysis and application to fractional
derivative models. Int. J. Solids Struct. 36, 939970. https://doi.org/10.1016/S0020-7683(97)00339-9
FUCHIYAMA, T., 1993. Analysis of thermal stress and stress intensity factor of functionally gradient
materials. Ceram. Trans. Funct. Gradient Mater. 34, 425430.
Fukui, Y., Yamanaka, N., 1992. Elastic analysis for thick-walled tubes of functionally graded material
subjected to internal pressure. JSME Int. Journal, Ser. 1 Solid Mech. Strength Mater. 35, 379385.
https://doi.org/10.1299/jsmea1988.35.4_379
Fukui, Y., Yamanaka, N., Wakashima, K., 1993. Stresses and strains in a thick-walled tube for functionally
graded material under uniform thermal loading. JSME Int. Journal, Ser. A Mech. Mater. Eng. 36, 156
162. https://doi.org/10.1299/jsmea1993.36.2_156
García-Barruetabeña, J., Cortés, F., Abete, J.M., Fernández, P., Lamela, M.J., Fernández-Canteli, A., 2013.
Relaxation modulus - Complex modulus interconversion for linear viscoelastic materials. Mech. Time-
Dependent Mater. 17, 465479. https://doi.org/10.1007/s11043-012-9197-6
Gholami, R., Ansari, R., 2018. Nonlinear harmonically excited vibration of third-order shear deformable
functionally graded graphene platelet-reinforced composite rectangular plates. Eng. Struct. 156, 197209.
https://doi.org/10.1016/j.engstruct.2017.11.019
Gholami, R., Ansari, R., 2017. Large deflection geometrically nonlinear analysis of functionally graded
multilayer graphene platelet-reinforced polymer composite rectangular plates. Compos. Struct. 180, 760
44
771. https://doi.org/10.1016/j.compstruct.2017.08.053
Guo, H., Cao, S., Yang, T., Chen, Y., 2018. Vibration of laminated composite quadrilateral plates reinforced
with graphene nanoplatelets using the element-free IMLS-Ritz method. Int. J. Mech. Sci. 142143, 610
621. https://doi.org/10.1016/j.ijmecsci.2018.05.029
Halpin, J.C., Karoos, J.L., 1978. Strength of discontinuous reinforced composites: I. Fiber reinforced
composites. Polym. Eng. Sci. 18, 496504. https://doi.org/10.1002/pen.760180612
Jafari, N., Azhari, M., 2021. Time-dependent static analysis of viscoelastic Mindlin plates by defining a time
function. Mech. Time-Dependent Mater. 25, 231248. https://doi.org/10.1007/s11043-019-09437-w
Karsh, P.K., Mukhopadhyay, T., Chakraborty, S., Naskar, S., Dey, S., 2019. A hybrid stochastic sensitivity
analysis for low-frequency vibration and low-velocity impact of functionally graded plates. Compos. Part
B Eng. 176. https://doi.org/10.1016/j.compositesb.2019.107221
Karsh, P.K., Mukhopadhyay, T., Dey, S., 2018. Stochastic dynamic analysis of twisted functionally graded
plates. Compos. Part B Eng. 147, 259278. https://doi.org/10.1016/j.compositesb.2018.03.043
Kuai, W.J., Zhao, M.L., Wang, C.L., Wang, L.H., Wang, J., Gai, Z.G., Zhang, J.L., Yin, N., 2013. Effect of
composition on the structure and piezoelectricity of Na 0.5Bi4.5Ti4O15-based flexoelectric-type polar
ceramics. J. Alloys Compd. 559, 7680. https://doi.org/10.1016/j.jallcom.2013.01.077
Levy, M., 1877. Mémoire sur la théorie des plaques élastiques planes. J. Math. Pures Appl. 3, 219306.
Li, C., Han, Q., Wang, Z., Wu, X., 2020. Analysis of wave propagation in functionally graded piezoelectric
composite plates reinforced with graphene platelets. Appl. Math. Model. 81, 487505.
https://doi.org/10.1016/j.apm.2020.01.016
Lu, P., Lee, H.P., Lu, C., 2006. Exact solutions for simply supported functionally graded piezoelectric
laminates by Stroh-like formalism. Compos. Struct. 72, 352363.
https://doi.org/10.1016/j.compstruct.2005.01.012
Malekmohammadi, S., Tressou, B., Nadot-Martin, C., Ellyin, F., Vaziri, R., 2014. Analytical micromechanics
equations for elastic and viscoelastic properties of strand-based composites. J. Compos. Mater. 48, 1857
1874. https://doi.org/10.1177/0021998313490977
Malekzadeh, P., Setoodeh, A.R., Shojaee, M., 2018. Vibration of FG-GPLs eccentric annular plates embedded
in piezoelectric layers using a transformed differential quadrature method. Comput. Methods Appl. Mech.
Eng. 340, 451479. https://doi.org/10.1016/j.cma.2018.06.006
Maranganti, R., Sharma, N.D., Sharma, P., 2006. Electromechanical coupling in nonpiezoelectric materials
due to nanoscale nonlocal size effects: Green’s function solutions and embedded inclusions. Phys. Rev.
B - Condens. Matter Mater. Phys. 74. https://doi.org/10.1103/PhysRevB.74.014110
Mondal, S., Agnihotri, S.K., Faye, A., 2022. Theoretical solution for thermo-mechanical crack-tip stress field
for transversely graded materials. J. Therm. Stress. 45, 101116.
https://doi.org/10.1080/01495739.2022.2030837
Mukhopadhyay, T., Adhikari, S., Batou, A., 2019. Frequency domain homogenization for the viscoelastic
properties of spatially correlated quasi-periodic lattices. Int. J. Mech. Sci. 150, 784806.
https://doi.org/10.1016/j.ijmecsci.2017.09.004
Mukhopadhyay, T., Naskar, S., Chakraborty, S., Karsh, P.K., Choudhury, R., Dey, S., 2021. Stochastic Oblique
Impact on Composite Laminates: A Concise Review and Characterization of the Essence of Hybrid
45
Machine Learning Algorithms, Archives of Computational Methods in Engineering.
https://doi.org/10.1007/s11831-020-09438-w
Mun, S., Chehab, G.R., Kim, Y.R., 2007. Determination of Time-domain Viscoelastic Functions using
Optimized Interconversion Techniques. Road Mater. Pavement Des. 8, 351365.
https://doi.org/10.1080/14680629.2007.9690078
Naskar, S., Shingare, K.B., Mondal, S., Mukhopadhyay, T., 2022. Flexoelectricity and surface effects on
coupled electromechanical responses of graphene reinforced functionally graded nanocomposites: A
unified size-dependent semi-analytical framework. Mech. Syst. Signal Process. 169.
https://doi.org/10.1016/j.ymssp.2021.108757
Natarajan, S., Ferreira, A.J.M., Bordas, S., Carrera, E., Cinefra, M., Zenkour, A.M., 2014. Analysis of
functionally graded material plates using triangular elements with cell-based smoothed discrete shear gap
method. Math. Probl. Eng. 2014. https://doi.org/10.1155/2014/247932
Nomura, S., Sheahen, D.M., 1997. Micromechanical approach to the thermomechanical analysis of FGMs, in:
Functionally Graded Materials 1996. Elsevier, pp. 137141. https://doi.org/10.1016/b978-044482548-
3/50023-8
Quek, S.T., Wang, Q., 2000. On dispersion relations in piezoelectric coupled-plate structures. Smart Mater.
Struct. 9, 859867. https://doi.org/10.1088/0964-1726/9/6/317
Reddy, J.N., 2006. Theory and Analysis of Elastic Plates and Shells, Second Edition, Theory and Analysis of
Elastic Plates and Shells, Second Edition. https://doi.org/10.1201/9780849384165
Rouleau, L., Deü, J.F., Legay, A., Le Lay, F., 2013. Application of Kramers-Kronig relations to time-
temperature superposition for viscoelastic materials. Mech. Mater. 65, 6675.
https://doi.org/10.1016/j.mechmat.2013.06.001
Salehi, M., Aghaei, H., 2005. Dynamic relaxation large deflection analysis of non-axisymmetric circular
viscoelastic plates. Comput. Struct. 83, 18781890. https://doi.org/10.1016/j.compstruc.2005.02.023
Salehi, M., Safi-djahanshahi, A., 2010. Non-Linear Analysis of Viscoelastic Rectangular Plates Subjected to
In-Plane Compression. J. Mech. Res. Appl. 2, 1121.
Saumya S., Naskar S., Mukhopadhyay T., 2023. 'Magic' of twisted multi-layered graphene and 2D nano-
heterostructures, Nano Futures.
https://doi.org/10.1088/2399-1984/acf0a9
Shen, H.S., Xiang, Y., Lin, F., Hui, D., 2017. Buckling and postbuckling of functionally graded graphene-
reinforced composite laminated plates in thermal environments. Compos. Part B Eng. 119, 6778.
https://doi.org/10.1016/j.compositesb.2017.03.020
Shingare, K.B., Naskar, S., 2023. Compound influence of surface and flexoelectric effects on static bending
response of hybrid composite nanorod. J. Strain Anal. Eng. Des. 58, 7390.
https://doi.org/10.1177/03093247221096518
Singh, A., Naskar, S., Kumari, P., Mukhopadhyay, T., 2023. Viscoelastic free vibration analysis of in-plane
functionally graded orthotropic plates integrated with piezoelectric sensors: Time-dependent 3D
analytical solutions. Mech. Syst. Signal Process. 184, 109636.
https://doi.org/10.1016/j.ymssp.2022.109636
Singh K., Shingare K. B., Mukhopadhyay T., Naskar S., 2023a. Multi-level fully-integrated electromechanical
property modulation of functionally graded graphene-reinforced piezoelectric actuators: Coupled effect
46
of poling orientation, Advanced Theory and Simulations, 6(4) 2200756
https://doi.org/10.1002/adts.202200756
Sinha P., Mukhopadhyay T., 2023. Programmable multi-physical mechanics of mechanical metamaterials,
Materials Science & Engineering R, 155, 100745.
https://doi.org/10.1016/j.mser.2023.100745
Smith, W.A., Auld, B.A., 1991. Modeling 13 Composite Piezoelectrics: Thickness-Mode Oscillations. IEEE
Trans. Ultrason. Ferroelectr. Freq. Control 38, 4047. https://doi.org/10.1109/58.67833
Song, M., Kitipornchai, S., Yang, J., 2017a. Free and forced vibrations of functionally graded polymer
composite plates reinforced with graphene nanoplatelets. Compos. Struct. 159, 579588.
https://doi.org/10.1016/j.compstruct.2016.09.070
Song, M., Yang, J., Kitipornchai, S., 2018. Bending and buckling analyses of functionally graded polymer
composite plates reinforced with graphene nanoplatelets. Compos. Part B Eng. 134, 106113.
https://doi.org/10.1016/j.compositesb.2017.09.043
Song, M., Yang, J., Kitipornchai, S., Zhu, W., 2017b. Buckling and postbuckling of biaxially compressed
functionally graded multilayer graphene nanoplatelet-reinforced polymer composite plates. Int. J. Mech.
Sci. 131132, 345355. https://doi.org/10.1016/j.ijmecsci.2017.07.017
Stein, M., 1986. Nonlinear theory for plates and shells including the effects of transverse shearing. AIAA J.
24, 15371544. https://doi.org/10.2514/3.9477
Tanaka, K., Tanaka, Y., Enomoto, K., Poterasu, V.F., Sugano, Y., 1993. Design of thermoelastic materials
using direct sensitivity and optimization methods. Reduction of thermal stresses in functionally gradient
materials. Comput. Methods Appl. Mech. Eng. 106, 271284. https://doi.org/10.1016/0045-
7825(93)90193-2
Tita, V., De Medeiros, R., Marques, F.D., Moreno, M.E., 2015. Effective properties evaluation for smart
composite materials with imperfect fiber-matrix adhesion. J. Compos. Mater. 49, 36833701.
https://doi.org/10.1177/0021998314568328
Touratier, M., 1991. An efficient standard plate theory. Int. J. Eng. Sci. 29, 901916.
https://doi.org/10.1016/0020-7225(91)90165-Y
Trinh, M.C., Mukhopadhyay, T., Kim, S.E., 2020. A semi-analytical stochastic buckling quantification of
porous functionally graded plates. Aerosp. Sci. Technol. 105. https://doi.org/10.1016/j.ast.2020.105928
Wang, Y., Xie, K., Fu, T., 2020. Vibration analysis of functionally graded graphene oxide-reinforced
composite beams using a new Ritz-solution shape function. J. Brazilian Soc. Mech. Sci. Eng. 42.
https://doi.org/10.1007/s40430-020-2258-x
Wenzel, M.J., Josse, F., Heinrich, S.M., 2009. Deflection of a viscoelastic cantilever under a uniform surface
stress: Applications to static-mode microcantilever sensors undergoing adsorption. J. Appl. Phys. 105.
https://doi.org/10.1063/1.3086626
Wu, H., Kitipornchai, S., Yang, J., 2017. Thermal buckling and postbuckling of functionally graded graphene
nanocomposite plates. Mater. Des. 132, 430441. https://doi.org/10.1016/j.matdes.2017.07.025
Yan, Z., Jiang, L., 2017. Modified continuum mechanics modeling on size-dependent properties of
piezoelectric nanomaterials: A review. Nanomaterials. https://doi.org/10.3390/nano7020027
Yan, Z., Jiang, L., 2011. Surface effects on the electromechanical coupling and bending behaviours of
47
piezoelectric nanowires. J. Phys. D. Appl. Phys. 44. https://doi.org/10.1088/0022-3727/44/7/075404
Zenkour, A.M., 2007. Benchmark trigonometric and 3-D elasticity solutions for an exponentially graded thick
rectangular plate. Arch. Appl. Mech. 77, 197214. https://doi.org/10.1007/s00419-006-0084-y
Zenkour, A.M., Alghanmi, R.A., 2018. Bending of functionally graded plates via a refined quasi-3D shear and
normal deformation theory. Curved Layer. Struct. 5, 190200. https://doi.org/10.1515/cls-2018-0014
Zenkour, A.M., Hafed, Z.S., 2020. Bending analysis of functionally graded piezoelectric plates via quasi-3D
trigonometric theory. Mech. Adv. Mater. Struct. 27, 15511562.
https://doi.org/10.1080/15376494.2018.1516325
Zhao, Z., Ni, Y., Zhu, S., Tong, Z., Zhang, J., Zhou, Z., Lim, C.W., Xu, X., 2020. Thermo-Electro-Mechanical
Size-Dependent Buckling Response for Functionally Graded Graphene Platelet Reinforced Piezoelectric
Cylindrical Nanoshells. Int. J. Struct. Stab. Dyn. 20. https://doi.org/10.1142/S021945542050100X
... The integration of the reinforcing and reinforced phases produces IPCs with continuous and interconnected periodic structures. The methodology for developing the TPMS-IPCs is outlined in Fig. 4. Different numerical and analytical models were available for calculating the effective properties of composite materials [53][54][55][56][57][58][59][60] . These analytical methods were typically used for symmetric geometries and did not account for generalized loading conditions. ...
Article
Full-text available
This article presents the numerical analysis of architected metal/polymer-based interpenetrating phase composites (IPCs) to study their effective mechanical properties and dynamic behavior using finite element (FE) simulation. In this, we considered four types of Triply periodic minimal surfaces (TPMS) and lattice architectures, including gyroid, primitive, cubic, and octet, to form architected IPCs. The aluminum alloy is used for the TPMS/lattice reinforcing phase, and epoxy as a reinforced phase. The periodic boundary conditions were applied using FE analysis to compute the effective properties, while these properties were utilized to investigate the dynamic analysis of composite structures considering free vibration, wherein actual and homogenized models are compared. Our results reveal that the effective properties of IPCs increase with respect to the volume fraction of respective architectures in conjunction with enhanced natural frequency and less deformation. Moreover, we conducted a comparative study between these newly architected metal/polymer IPCs and conventional composites.
... Beams, plates, and shells are identified as important types of fundamental building blocks for modeling different structural devices. Several researchers [28][29][30][31][32][33][34][35][36][37][38] carried out the bending, vibration, and buckling analysis of laminated composite plates using different plate theories. The problem related to coupled fluid-structure was studied by Kadoli and Ganesan [39] using a semi-analytical FE method for graphite/epoxy (G/E) composite cylindrical shells carrying hot fluid to examine the vibration and buckling behaviour via first-order shear deformation theory (FSDT). ...
Article
Full-text available
Inspired by several biological structures available in nature, bio-inspired composite structures are evidenced to exhibit a noteworthy enhancement in various mechanical and multi-physical performances as compared to conventional structures. This article proposes to exploit the architecture of annual ring growth of the stems of trees for developing a new class of bio-inspired composites with enhanced static and dynamic performances, including deflections, stresses, strain energy, and vibration. Concentric circular annual-ring geometries are considered where each layer of concentric circular fibers is analogous to the growth per annum of trees. The annual rings are modeled in a finite element-based computational framework by idealizing each layer as a composite of graphite fibers and epoxy matrix under different boundary conditions. The ratio of deflection to weight and frequency to weight of bio-inspired and traditional composites are compared by considering different parameters such as the number of annual rings, layers, and supporting stiffeners. The numerical results reveal that the proposed bio-inspired composites can enhance and modulate the static and dynamic properties to a significant extent, opening new design pathways for developing high-performance fiber network composites.
... Mohammadi et al. 34 studied the electromechanical characteristics of a heterogeneous flexoelectric membrane for energy harvesting and stretchable electronics applications. Mondal et al. 35 analyzed smart functionally graded (FG) graphene-reinforced composite (GRC) plates to study their electromechanical characteristics using a higher-order shear deformation theory (HSDT) that did not consider flexoelectricity. Moreover, Singh et al. 36 developed 3D FE models to examine the coupled electromechanical behavior of piezoelectric FG GRC actuators in single-and multi-layered configurations. ...
Article
Full-text available
This study investigates the influence of flexoelectricity on the coupled electromechanical behavior of MXene/graphene-based hybrid piezocomposite (MGHPC) plates. We developed an analytical model based on Navier’s solution and Kirchhoff’s plate theory, as well as an approximate model based on the Ritz method for validation purposes. A three-phase micromechanical modeling is developed for determining the effective properties of MGHPC composed of 2D MXene and graphene nano-reinforcements embedded in an epoxy matrix. These micromechanical models were implemented to predict the static and dynamic electromechanical response of MGHPC plates subject to various edge support and loading conditions. Both the analytical and approximate solutions provided unequivocal evidence of the profound impact of the flexoelectric effect on the bending and modal analysis of MGHPC nanoplates. The flexoelectric effect enhanced the stiffness of the nanoplate, irrespective of the support condition. This implies that MGHPC plates can be tailored for precise resonance frequencies and static deflection within nanoelectromechanical systems. This can be achieved by manipulating parameters such as boundary conditions and geometric attributes, including plate thickness/aspect ratio and graphene/MXene nano-reinforcements volume fractions.
... Other directions at right angles to the polar axis are equivalent and can be referred to as "1" directions because of the symmetry. For instance, piezoelectric devices with 31-mode generate sensing voltage in the direction that is perpendicular to the direction of applying stress/strain [36] [37] [38]. However, in 33-mode, both the cause and effect are in the same direction to each other. ...
Article
Full-text available
To automate the approach of assessing the health and efficacy of large structural systems globally through structural health monitoring systems, a vast network of sensors that must be mounted throughout the entire structure and connected to a continuous power supply is necessary. Clusters of wires need to be placed throughout the structures to support the network, or batteries must be changed frequently, adding to the network's high maintenance expenses. The present study investigates the scope of powering such low-energy devices with a localized renewable energy source based on smart piezoelectric components such as PZT-patched energy harvesting systems. This paper analyses the performance of the PZT patch mounted on different structures that are predominantly activated in d_31 mode. A vibration testing rig is manufactured to perform experiments for investigating the effect of material properties, natural frequencies, vibrating structural mass, and their interaction with the output power of a PZT transducer. Optimal mass, material, and structural configurations are attempted to be identified experimentally. The hypothesis, predictions, and results are evaluated further based on a converged finite element model. Subsequently, we introduce a novel concept of chiral fractal substrates in piezoelectric energy harvesters, wherein a significant improvement is noticed in the energy output along with increased frequency-band programmability. The power output of such architected and optimized energy harvesters holds the potential to serve as a reliable and sustainable alternative to conventional batteries, effectively providing a renewable source of power to energize and sustain low-power micro-electro-mechanical systems (MEMS) and devices.
Article
Full-text available
The application of smart materials and metastructures has been rapidly increasing in advanced multiphysical systems because of their ability to modify mechanical responses by adding circuits in a programmable way. This paper proposes to exploit functional gradation and programmed disorder for flexural wave manipulation to enhance broadband vibration control, leading to a new application of smart metamaterials. The graded metamaterial configuration involves arranging the shunted piezoelectric patches with algorithmically obtained spatially varying parameters, resulting in wideband wave attenuation and mode trapping. The considered locally grading parameter here is the shunt resonant frequency of the unit cells, designed following the rainbow trap idea and referred to as 'rainbow' metamaterials. Two metastructures are developed in this article by tuning the shunted piezoelectric electrical circuit in single and multiple configurations, each related to the unit cell. The computationally efficient spectral element method is employed to calculate the dynamic response, and the spectral transfer matrix method is integrated therein to obtain the dispersive diagram. Subsequently, effective vibration mitigation in a wider frequency band is realized through wave manipulation based on the concept of rainbow metamaterials. To this end, we have considered a unimorph beam hosting an array of piezoelectric unit cells with single and multiple resonant shunts for obtaining the numerical results, which demonstrate that the vibration attenuation zone of the multi-resonant rainbow arrangement becomes significantly wider than the single shunt configuration. The programmed disorder in the elastic waves imposes the veering effect, which generates an interaction between two dispersion curves showing a coupling phenomenon for the waves. It involves relevant energetic exchanges between the wave modes and strongly affect the undamped forced response of the system that can influence the wave trapping generated by the proposed metamaterial. Such outcomes lead to the realization of the benefit of rainbow smart metastructures compared to conventional locally resonant metamaterials on vibration and elastic bandwidth manipulation.
Article
Full-text available
Two-dimensional materials with a single or few layers are exciting nano-scale materials that exhibit unprecedented multi-functional properties including optical, electronic, thermal, chemical and mechanical characteristics. A single layer of different 2D materials or a few layers of the same material may not always have the desired application-specific properties to an optimal level. In this context, a new trend has started gaining prominence lately to develop engineered nano-heterostructures by algorithmically stacking multiple layers of single or different 2D materials, wherein each layer could further have individual twisting angles. The enormous possibilities of forming heterostructures through combining a large number of 2D materials with different numbers, stacking sequences and twisting angles have expanded the scope of nano-scale design well beyond considering only a 2D material mono-layer with a specific set of given properties. Magic angle twisted bilayer graphene, a functional variant of van der Waals heterostructures, has created a buzz recently since it achieves unconventional superconductivity and mott insulation at around 1.11.1^{\circ} twist angle. These findings have ignited the interest of researchers to explore a whole new family of 2D heterostructures by introducing twists between layers to tune and enhance various multi-physical properties individually as well as their weighted compound goals. Here we aim to abridge outcomes of the relevant literature concerning twist-dependent physical properties of bilayer graphene and other multi-layered heterostructures, and subsequently highlight their broad-spectrum potential in critical engineering applications. The evolving trends and challenges have been critically analysed along with insightful perspectives on the potential direction of future research.
Article
Full-text available
Mechanical metamaterials are engineered materials with unconventional mechanical behavior that originates from artificially programmed microstructures along with intrinsic material properties. With tremendous advancement in computational and manufacturing capabilities to realize complex microstructures over the last decade, the field of mechanical metamaterials has been attracting wide attention due to immense possibilities of achieving unprecedented multi-physical properties which are not attainable in naturally-occurring materials. One of the rapidly emerging trends in this field is to couple the mechanics of material behavior and the unit cell architecture with different other multi-physical aspects such as electrical or magnetic fields, and stimuli like temperature, light or chemical reactions to expand the scope of actively programming on-demand mechanical responses. In this article, we aim to abridge outcomes of the relevant literature concerning mechanical and multi-physical property modulation of metamaterials focusing on the emerging trend of bi-level design, and subsequently highlight the broad-spectrum potential of mechanical metamaterials in their critical engineering applications. The evolving trends, challenges and future roadmaps have been critically analyzed here involving the notions of real-time reconfigurability and functionality programming, 4D printing, nano-scale metamaterials, artificial intelligence and machine learning, multi-physical origami/kirigami, living matter, soft and conformal metamaterials, manufacturing complex microstructures, service-life effects and scalability.
Article
Full-text available
This article explores the coupled static and dynamic electromechanical responses of single and multilayered functionally graded (FG) graphene platelet (GPL)‐reinforced piezoelectric composite (GRPC) plates by developing a 3D finite‐element model. The bending and eigenfrequency of piezoelectric FG composite plates are investigated, wherein an active behavior is proposed to be exploited in terms of the functional design of poling angle for a more elementary level property modulation. The numerical results reveal that the mechanical behavior concerning deflection and resonance frequency of FG‐GRPC plates can be significantly enhanced and modulated due to the influence of piezoelectricity and a small fraction of GPLs along with the consideration of poling angle in a multiscale fully integrated computational framework. The notions of on‐demand property modulation, actuation, and active control are established here by undertaking a comprehensive numerical analysis considering the coupled influences of poling orientations, different distributions, patterns, and weight fractions of GPLs along with different electromechanical loadings. Against the backdrop of the recent advances in microscale manufacturing, the current computational work will provide necessary physical insights in modeling piezoelectric multifunctional FG composites for active control of mechanical properties and harvesting electromechanical energy in a range of devices and systems.
Article
Full-text available
This paper proposes an accurate three-dimensional framework for elastic and viscoelastic free vibration investigation of in-plane functionally graded (IPFG) orthotropic rectangular plates integrated with piezoelectric sensory layers. The developed {analytical} framework is capable of considering layer-wise unidirectional linear functional gradation in both stiffness and density of the orthotropic composite layers. 3D piezoelasticity-based governing equations of motion are formulated in mixed form by employing Hamilton's principle, and further solved analytically for Levy-type support conditions using the power-series-based extended Kantorovich method (EKM) jointly with Fourier series. The displacements, stresses, and electrical variables (electric field and electric potential) are solved as the primary variables that ensure the point-wise interlayer continuity and electro-mechanical support conditions. The viscoelastic property of the orthotropic interlayer is defined by employing Biot model, which is similar to the standard linear viscoelastic model. The correctness and efficacy of the present mathematical model are established by comparing the present numerical results with published literature and 3D finite element results, obtained by utilizing user material subroutine in the commercial FE software ABAQUS. An extensive numerical study is performed for various configurations and thickness ratios to investigate the influences of in-plane gradation, viscoelasticity and their coupled effects on the free-vibration response of hybrid laminated plates. It is found that in-plane gradation of stiffness and density remarkably alters the flexural frequencies and corresponding mode shapes of the hybrid intelligent rectangular plates. The flexural frequencies and stresses in the plate can be modified by selecting suitable grading indexes. Another interesting observation is that the in-plane gradation shows a considerably less effect on the electrical response of piezoelectric layers, which can play a vital role in the design of sensors and actuators for dynamic applications. Further, the numerical study demonstrates a potential time-dependent structural behaviour based on the present viscoelastic modelling. The consideration of viscoelasticity could be crucial for analysing the mechanical behaviour of a wide range of polymer composites more realistically and for prospective temporal programming in smart structural systems by exploiting the viscoelastic effect. Although the present analytical solution has been proposed for the free-vibration investigation of smart in-plane functionally graded (IPFG) viscoelastic plates, it can also be utilized directly to analyze the symmetric and asymmetric laminated piezoelectric smart plates with constant properties.
Article
Full-text available
The present work deals with the structure of the thermo-mechanical stress field near the crack-tip in a graded material, where properties vary along the crack front in an exponential manner. With assumptions of steady-state conditions and insulated crack faces, expansion of the temperature field around the crack-tip is obtained. Results indicate that the heat flux in the radial and angular direction has inverse square root singularity near the crack-tip. The heat flux in the direction of gradation does not have any singularity. Navier’s equation for a thermo-mechanical system is solved using the Eigenfunction expansion approach to obtain the near crack-tip stress field. The explicit form of the first four terms in the expansion of the displacement field is obtained. It is observed that terms corresponding to r^n/2-1 (n > 1) in the stress field are directly affected by the temperature or heat flux. Effect of temperature is observed in out-of-plane normal stress only for n ≥ 2. Considering the first two terms in the asymptotic expansion, a parametric analysis, shows that thermal stresses help relax the constraint ahead of the crack-tip when the structure is constrained in the thickness direction. It helps in the suppression of crack growth mechanisms, which delays the failure of structures.
Article
Full-text available
Owing to inhomogeneous strain and high surface-to-volume ratio in nanostructures, it is imperative to account for the flexoelectricity as well as surface effect while analyzing the size-dependent electromechanical responses of nano-scale piezoelectric materials. In this article, a semi-analytical ‘single-term extended Kantorovich method (EKM)’ and ‘Ritz method’ based powerful framework is developed for investigating the static and dynamic electromechanical responses of graphene reinforced piezoelectric functionally graded (FG) nanocomposite plates, respectively. The residual surface stresses, elastic and piezoelectric surface modulus, and direct flexoelectric effects are taken into account while developing the unified governing equations and boundary conditions. The modified Halpin Tsai model and rules of mixture are implemented to predict the effective bulk properties. Our results reveal that the static deflection and resonance frequency of the proposed FG nanoplates are significantly influenced due to the consideration of flexoelectricity and surface effects. While such outcomes emphasize the fact that such effects cannot be ignored, these also open up the notion of on-demand property modulation and active control. The effects are more apparent for nanoplates of lesser thickness, but they diminish as plate thickness increases, leading to the realization and quantification of a size-dependent behavior. Based on the developed unified formulation, a comprehensive numerical investigation is further carried out to characterize the electromechanical responses of nanoplates considering different critical parameters such as plate thicknesses, aspect ratios, flexoelectric coefficients, piezoelectric multiples, distribution, and weight fraction of graphene platelets along with different boundary conditions. With the recent advances in nano-scale manufacturing, the current work will provide the necessary physical insights in modeling size-dependent multifunctional systems for active control of mechanical properties and harvesting electromechanical energy.
Article
Full-text available
Due to the absence of adequate control at different stages of complex manufacturing process, material and geometric properties of composite structures are often uncertain. For a secure and safe design, tracking the impact of these uncertainties on the structural responses is of utmost significance. Composite materials, commonly adopted in various modern aerospace, marine, automobile and civil structures, are often susceptible to low-velocity impact caused by various external agents. Here, along with a critical review, we present machine learning based probabilistic and non-probabilistic (fuzzy) low-velocity impact analyses of composite laminates including a detailed deterministic characterization to systematically investigate the consequences of source-uncertainty. While probabilistic analysis can be performed only when complete statistical description about the input variables are available, the non-probabilistic analysis can be executed even in the presence of incomplete statistical input descriptions with sparse data. In this study, the stochastic effects of stacking sequence, twist angle, oblique impact, plate thickness, velocity of impactor and density of impactor are investigated on the crucial impact response parameters such as contact force, plate displacement, and impactor displacement. For efficient and accurate computation, a hybrid polynomial chaos based Kriging (PC-Kriging) approach is coupled with in-house finite element codes for uncertainty propagation in both the probabilistic and non-probabilistic analyses. The essence of this paper is a critical review on the hybrid machine learning algorithms followed by detailed numerical investigation in the probabilistic and non-probabilistic regimes to access the performance of such hybrid algorithms in comparison to individual algorithms from the viewpoint of accuracy and computational efficiency.