Abstract
The Rayleigh–Ritz method has been applied to solve governing differential equations of the free vibration of nonhomogeneous rectangular nanoplates. Nonhomogeneity is assumed by taking a variety of combinations of linear as well as quadratic variations in the Young's modulus and the density of the material. Boundary characteristic orthogonal polynomials in two variables are used in the Rayleigh–Ritz method and have been generated with the help of the Gram–Schmidt process. The generalized eigenvalue problem has been solved by employing MATLAB code. Both graphical and tabular results are given to show the effects of nonhomogeneous parameters, the nonlocal parameter, boundary conditions, aspect ratio and the length of the nanoplate on the frequency parameters. Results are compared in special cases and are found to be in good agreement.
Keywords
1. Introduction
The production of nanostructures has become one of the challenging areas in the field of nanotechnology. Graphene sheets are one type of nanomaterial which can be used in the design of new sensors, gas detection and composite materials. This is due to their superior mechanical, electronic and thermal properties (Ruud et al., 1994). Therefore, analysis of graphene sheets has become an important topic for researchers. Generally, three approaches have been developed in the analysis of graphene sheets. These are (a) atomistic modeling, (b) hybrid atomistic–continuum mechanics and (c) continuum mechanics. Continuum mechanics includes both the classical (local) continuum approach and the nonclassical continuum approach. Since atomistic modeling and hybrid atomistic–continuum mechanics are computationally expensive and are not suitable for large-scale systems, continuum mechanics came into existence. The classical continuum approach is computationally less expensive but the application of this approach at small scale is doubtful. At nanoscale size, the lattice spacing between individual atoms becomes prominent and cannot be neglected. In other words, the material properties of nanostructures are size-dependent. Hence, for better prediction of their dynamic behavior, the small length scale effect should be considered. Among various nonclassical continuum theories, the nonlocal elasticity theory developed by Eringen (1972, 1983) has attracted much attention among researchers. According to this theory, the stress at a specific point depends on the strain tensors of the entire body. A nonlocal parameter is included in this theory which is determined either by experiment or by molecular dynamics (Duan et al., 2007; Wang et al., 2008; Huang et al., 2012; Liang and Han, 2012). Graphene sheets have been modeled as two-dimensional nanoplates by using nonlocal continuum plate models such as classical plate theory and first-order shear deformation plate theory. Few investigations have been done for the vibration of nanoplates. A finite difference method has been developed by Ravari and Shahidi (2013) to study the axisymmetric buckling behavior of circular annular nanoplates and solid disks under uniform compression. Ritz solutions have been presented by Anjomshoa (2013) for the buckling analysis of embedded orthotropic circular and elliptical micro- or nanoplates based on nonlocal elasticity theory. Malekzadeh and Shojaee (2013) used the differential quadrature (DQ) method to investigate the free vibration of nanoplates based on nonlocal two-variable refined plate theory. Mechanisms of nonlocal effects on the vibration of nanoplates have also been analyzed by Wang et al. (2011). Wang and Wang (2011) studied the vibration behavior of simply supported Kirchhoff and Mindlin nanoscale plates by using Navier's approach. Free vibration of orthotropic straight-sided quadrilateral nanoplates based on first-order shear deformation theory has been studied by Malekzadeh et al. (2011). The effect of small scale on the free in-plane vibration of nanoplates has been investigated by Murmu and Pradhan (2009a). Adali (2012) proposed a semi-inverse method to derive a variational principle for a nonlocal continuum model of orthotropic graphene sheets embedded in an elastic medium. An analytical solution for the vibration of nanoplates has been presented by Pradhan and Phadikar (2009) based on classical plate theory and first-order shear deformation plate theory.
Since conducting experiments at nanoscale size is quite difficult to handle, development of mathematical models and finding efficient solutions is a challenge in the field of nanotechnology. The literature reveals that most of the studies have been carried out using analytical methods such as Levy-type or Navier-type ones (Aksencer and Aydogdu, 2011), and numerical methods such as the DQ method (Murmu and Pradhan, 2009b) and the finite element method (Phadikar and Pradhan, 2010) for simple boundary conditions, that is, simply supported. One may note that the Levy-type solution is applied only for plates with two opposite edges that are simply supported and with the remaining ones under any arbitrary boundary condition. Similarly, the Navier-type solution is applied only for simply supported plates. One may also note that basis functions taken in the finite element method should be valid for the whole domain. As a result, for a deflection curve of smooth shape, we need to take a very large number of elements which is quite difficult to handle and takes more time. Moreover, the above-mentioned computational techniques may not be sufficient to analyze free vibration of nanoplates for all types of boundary condition with ease. Therefore, it is necessary to develop a reliable and computationally efficient numerical procedure to study the free vibration of nanoplates. In this regard, the Rayleigh–Ritz method is an approximate numerical method for handling any set of classical boundary conditions at the edges with ease. The Rayleigh–Ritz method has been extensively used in the vibration of plates but not much work has been done in the case of nanoplates. Authors have used boundary characteristic orthogonal polynomials (Bhat, 1985; Dickinson and Di Blasio, 1986; Bhat, 1991; Singh and Chakraverty, 1994(a,b,c); Rajalingham et al., 1996; Rizk and Ashour, 2001; Chakraverty et al., 2007; Behera and Chakraverty, 2014; Bhat, 2014; Chakraverty and Behera, 2014) in the Rayleigh–Ritz method to investigate the vibration of plates. They have generated boundary characteristic orthogonal polynomials with the help of the Gram–Schmidt process. The advantage of boundary characteristic orthogonal polynomials is that some of the entries of stiffness and mass matrices of generalized eigenvalue problems become either zero or one due to the orthonormality of the assumed shape functions.
As such, the present study is based on the application of boundary characteristic orthogonal polynomials in the Rayleigh–Ritz method. In this article, the novelty of the method is in handling any set of boundary conditions. To the best of the authors' knowledge, this article gives results for the first time for boundary conditions which have not been found previously. In this article, the effect of nonhomogeneity on the vibration of nanoplates based on classical plate theory is also considered for the first time. The effects of nonhomogeneity, aspect ratio, boundary conditions and length of nanoplates on the free vibration of isotropic rectangular nanoplates have been investigated. A detailed analysis has been given which may help researchers of nanotechnology in the production of nanomaterials. The proposed numerical method easily handles all types of classical boundary conditions since some of the entries of the stiffness and mass matrices of the generalized eigenvalue problem become either zero or one due to the orthonormality of the assumed shape functions. The proposed method may be applied in any engineering problems for handling any set of classical boundary conditions at the edges.
2. Theoretical formulation of nanoplates based on classical plate theory
Let us consider an isotropic rectangular nanoplate with the domain a ≤ x ≤ b, a ≤ y ≤ b in the xy-plane where a and b are the length and breadth of the nanoplate respectively. The x- and y-axes are taken along the edges of nanoplate and the z-axis is perpendicular to the xy-plane. The origin is assumed to be at one of the corners of the nanoplate (Figure 1) and the middle surface is taken along z = 0.
Geometry of the nanoplate.
In the case of isotropic nanoplates, the maximum potential energy is given by (Adali, 2012; Anjomshoa, 2013)
Equating maximum kinetic and potential energies, one may obtain the Rayleigh-quotient for λ2 as
where m0 is taken as ρh and λ2 is defined as follows (Pradhan and Phadikar, 2009; Anjomshoa, 2013):
We have introduced the nondimensional variables as X = x/a and Y = y/b. Also, we have assumed that Young's modulus and the density of the nanoplates vary in the space coordinates by the following functional relations:
where R = a/b, A = (1 + αX + βX2) and B = (1 + γX + δX2).
Here the nondimensional frequency parameter is given by (Pradhan and Phadikar, 2009; Anjomshoa, 2013)
3. Solution methodology
Let us assume the deflection function
Orthogonal polynomials have been generated over the region 0 ≤ X ≤ 1 and 0 ≤ Y ≤ 1 with the help of the linearly independent set of functions η
i
= χθ
i
, i = 1,2,3,…,N with χ = X
p
(1 − X)
q
Y
r
(1 − Y)
s
, θ
i
= {1,X, Y,X2,XY,Y2,X3,X2Y,XY2,Y3, …}. Here p = 0, 1 or 2 when the edge X = 0 is free, simply supported or clamped. The same justification can be given for q, r and s for the edges X = 1, Y = 0 and Y = 1 respectively. Orthogonal polynomials are generated by the following steps:
We define the inner product of two functions say, φ
i
and φ
k
, as
Normalized functions
Substituting equation (5) into equation (4), we get a generalized eigenvalue problem
4. Numerical results
Frequency parameters λ have been obtained numerically by solving the generalized eigenvalue problem using a computer programme developed by the authors in MATLAB. The first three lowest eigenvalues corresponding to the first three frequency parameters have been reported here. The letters C, S and F refer to clamped, simply supported and free edge conditions respectively. Edge conditions are taken in an anticlockwise direction starting at the edge X = 0 (Figure 2) and are obtained by taking the various values for p, q, r and s as 0, 1 or 2 for free, simply supported or clamped edge conditions respectively. Various possible cases are taken to investigate the effect of nonhomogeneous parameters on the frequency parameters taking Poisson's ratio (ν) = 0.3. Numerical results are given for the following cases of variations of Young's modulus and density:
E varies linearly and ρ varies quadratically; E varies quadratically and ρ varies linearly; E and ρ vary quadratically; E and ρ vary linearly. Convergence of first three frequency parameters of SCSC and SCSF nanoplates. Variation of first and second frequency parameter ratios with the length of nanoplates (SSSS), and comparison with Aksencer and Aydogdu (2011). Boundary conditions.
Table 1 shows the convergency study of SCSC and SCSF nanoplates (α = 0.1, β = 0.2, γ = 0.3, δ = 0.4) with aspect ratio R = 1, nonlocal parameter μ = 2 nm2 and length a = 5 nm. From this table, we may observe that increase in the number of terms approaches the solution. Variation of the first two frequency parameter ratios with length a is given in Figure 3 to show the comparison of proposed method with the analytical solution in a special case (α = β = γ = δ = 0) taking boundary conditions (BC) as SSSS and R as 2. It may be noted that a close agreement of the results with Aksencer and Aydogdu (2011) is seen. The frequency parameter ratio is calculated as the ratio of the frequency parameter calculated using nonlocal theory and the frequency parameter calculated using local theory. It may be seen that frequency parameter ratios decrease with increase in the nonlocal parameter. It is also observed that the ratio decreases with length. The same observations may also be seen in the available results (Aksencer and Aydogdu, 2011).


The first three frequency parameters are given in Table 2 for nanoplates whose density varies quadratically and Young's modulus varies linearly taking aspect ratios as 1, 2, 3. Frequency parameters are shown taking α = 0.1 and δ = 0.2, 0.4. Results are given for nanoplates subjected to three different boundary conditions (SCSC, SFSC, CFCS) having a = 5 nm and μ = 1 nm2. One may see that frequency parameters increase with aspect ratio for a particular set of parameters. Figures 4 and 5 are the pictorial representations to show the effect of the first four frequency parameters with δ taking R = 1 and with α taking R = 2 respectively. In this figure, results are shown for SCSC nanoplates having μ = 1 nm2 and a = 5 nm. It is observed that frequency parameters decrease with δ and increase with α. This is due to the fact that frequency parameter λ2 is directly proportional to α and inversely proportional to δ in equation (4). Hence frequency parameters decrease with δ and increase with α.
Variation of frequency parameter with δ. Variation of frequency parameter with α. First four frequency parameters of nanoplates with linear variation in E and quadratic variation in ρ.

Frequency parameters for nanoplates whose density varies linearly and Young's modulus varies quadratically are shown in Table 3 taking different aspect ratio values. Frequency parameters have been shown for nanoplates having μ = 2 nm2 and a = 10 nm taking γ = 0.3 and β = 0.2, 0.4. Here also, one may observe that frequency parameters increase with aspect ratio for a particular set of parameters. Variation of the first four frequency parameters of SSCF nanoplates with β and γ is shown in Figures 6 and 7 taking μ = 2 nm2, R = 1 and a = 10 nm. It is seen that frequency parameters increase with β and decrease with γ. The cause of this behavior is that in equation (4), frequency parameter λ2 is directly proportional to β and inversely proportional to γ.
Variation of frequency parameter with β. Variation of frequency parameter with γ. First four frequency parameters of nanoplates with quadratic variation in E and linear variation in ρ.

First four frequency parameters of nanoplates with quadratic variations in E and ρ taking β constant.
First four frequency parameters of nanoplates with quadratic variations in E and ρ taking δ constant.
First four frequency parameters of nanoplates with linear variations in E and ρ taking α constant.
First four frequency parameters of nanoplates with linear variations in E and ρ taking γ constant.
Variation of the fundamental frequency parameter with length is given in Figure 8 for CCCC nanoplates with R = 2, α = 0.1, β = 0.2, γ = 0.3 and δ = 0.4. Results are given for different nonlocal parameters (0 nm2, 1 nm2, 2 nm2, 3 nm2). In this graph, one may see that frequency parameters are highest in the case μ = 0. This shows that frequency parameters are over-predicted in the case of local elasticity theory and hence nonlocal elasticity theory should be considered for the free vibration of nanoplates. This fact may also be seen in terms of relative error percentage (REP) which is defined below.
Variation of frequency parameter with length.
Let us define the REP as
Neglecting nonlocal effect, REPs of the fundamental frequency parameter for a = 5 nm and a = 30 nm with μ = 1 nm2 are 46.2839% and 3.1625% respectively. Hence nonlocal theory should be taken into account for vibration analysis of small enough nanoplates. From the above graph, we may also observe that frequency parameters increase with length for each value of the nonlocal parameter. This is due to the size dependency in nonlocal elasticity theory. In other words, size effect is determined by the scaling effect parameter which is e0l int divided by a. Therefore, assuming l int to be constant, the scaling effect parameter is inversely proportional to a. This means that if we increase the length of the nanoplates, then the small scale effect will decrease. As a result, decreasing the small scale effect will increase the frequency parameter. It is also noted that for a particular length, the frequency parameters decrease with increase in the nonlocal parameter.
The effect of aspect ratio on the fundamental frequency parameter is shown in Figure 9 for SSSS nanoplates with a = 10 nm, α = 0.1, β = 0.2, γ = 0.3 and δ = 0.4. From the above graph, one may notice that the nonlocal effect on the frequency parameter is more at higher values of the aspect ratio. This may be due to the fact that for a particular length, as we increase aspect ratio, nanoplates become smaller which will lead to increase in the small scale effect. It is also observed that frequency parameters increase with aspect ratio in all the nonlocal parameters. The following points may be considered in this context. Keeping b constant, aspect ratio R is directly proportional to length a. When aspect ratio R increases, the length will increase. Again, increasing length will increase the frequency parameter as mentioned above. One may notice that when we increase the nonlocal parameter, frequency parameters become smaller than those of its local counterpart. Neglecting nonlocal effect, the REPs for aspect ratios 1 and 3 with μ = 2 nm2 are 15.2674% and 41.9565% respectively. This shows that nonlocal theory should be considered for the free vibration of nanoplates with high aspect ratios.
Variation of frequency parameter with aspect ratio.
Figure 10 shows the variation of the first four frequency parameters with the nonlocal parameter for FFFF nanoplates with a = 5 nm and R = 1. In this figure, the nonlocal parameters are taken as 0 nm2, 0.5 nm2, 1 nm2, 1.5 nm2, 2 nm2, 2.5 nm2, 3 nm2 and 4 nm2. It is noticed that frequency parameters decrease with the nonlocal parameter. Neglecting the nonlocal effect, the REPs for the first and fourth mode numbers with μ = 1 nm2 are found to be 27.5420% and 46.012% respectively. This shows that the nonlocal effect on the frequency parameters is more in higher modes.
Variation of frequency parameter with nonlocal parameter.
Knowledge of higher modes is necessary before finalizing the design of engineering systems. So some higher mode shapes are given in Figures 11 to 18 for SCSC and CCCC nanoplates with μ = 3, a = 10 nm, R = 1, α = 0.1, β = 0.2, γ = 0.3 and δ = 0.4.
First mode shape of SCSC nanoplates. Second mode shape of SCSC nanoplates. Third mode shape of SCSC nanoplates. Fourth mode shape of SCSC nanoplates. First mode shape of CCCC nanoplates. Second mode shape of CCCC nanoplates. Third mode shape of CCCC nanoplates. Fourth mode shape of CCCC nanoplates.







5. Conclusions
A computationally efficient numerical method has been developed to investigate the dependence of frequency parameters on Young's modulus and the density of nanoplates. Boundary characteristic orthogonal polynomials have been generated with the help of the Gram–Schmidt process. A convergence study is given for a particular set of parameters to observe the accuracy of the method. Results are compared with special cases and are found to be in good agreement. It depends upon the application where design engineers need such frequency parameters. The proposed method may more easily handle all types of boundary conditions at the edges and may be applied in some complicated problems. The present analysis has great significance for design engineers dealing with nanoplates in obtaining the desired frequency parameters. Moreover, the following conclusions may be drawn in this analysis:
Frequency parameters increase with mode number. Frequency parameters decrease with δ, γ and increase with α, β. The nonlocal effect on the frequency parameter is more in higher values of aspect ratio. Frequency parameters increase with length for a particular set of parameters. Frequency parameters decrease with the nonlocal parameter in all the modes of vibration. Size-dependency plays a vital role in the vibration analysis of small enough nanoplates, the vibration analysis of nanoplates with high aspect ratios, and better prediction of the frequency parameters associated with higher modes.
Footnotes
Acknowledgment
The authors are thankful to the anonymous reviewers for their valuable suggestions to improve the paper.
Funding
This research received no specific grant from any funding agency in the public, commercial, or not-for-profit sectors.
