The document investigates the mechanical properties of carbon nanotubes (CNTs) and buckysheets using molecular dynamics (MD) simulations.
MD simulations determine the Young's modulus of single-walled CNTs is between 0.75-0.9 TPa. Simulations of single layer buckysheets yield a Young's modulus of around 0.3 TPa. As the separation distance between CNTs in buckysheet models increases, the Young's modulus decreases. Comparisons with experimental data on buckysheets show discrepancies in Young's modulus values due to impurities and structural imperfections not captured in the MD simulations. The study implies buckysheet strengths will approach that of CNTs as
Molecular Activity Prediction Using Graph Convolutional Deep Neural Network C...Masahito Ohue
Molecular Activity Prediction Using Graph Convolutional Deep Neural Network Considering Distance on a Molecular Graph
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International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
Molecular Activity Prediction Using Graph Convolutional Deep Neural Network C...Masahito Ohue
Molecular Activity Prediction Using Graph Convolutional Deep Neural Network Considering Distance on a Molecular Graph
Int’l Workshop on Mathematical Modeling and Problem Solving (MPS)
2019 Int’l Conference on Parallel and Distributed Processing Techniques & Applications (PDPTA’19)
Session 2. July 29, 2019 @Luxor, Las Vegas
https://americancse.org/events/csce2019/program/pdp_csc_ipc_msv_gcc_29
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
Abstract: In this note we first consider a ternary matrix group related to the von Neumann regular semigroups and to the Artin braid group (in an algebraic way). The product of a special kind of ternary matrices (idempotent and of finite order) reproduces the regular semigroups and braid groups with their binary multiplication of components. We then generalize the construction to the higher arity case, which allows us to obtain some higher degree versions (in our sense) of the regular semigroups and braid groups. The latter are connected with the generalized polyadic braid equation and R-matrix introduced by the author, which differ from any version of the well-known tetrahedron equation and higher-dimensional analogs of the Yang-Baxter equation, n-simplex equations. The higher degree (in our sense) Coxeter group and symmetry groups are then defined, and it is shown that these are connected only in the non-higher case.
EVALUATING STRUCTURAL, OPTICAL & ELECTRICAL CHARACTERIZATION OF ZINC CHALCOGE...Editor IJCATR
To evaluate the structural, optical & electrical properties of the zinc chalcogenides (ZnO, ZnS, ZnSe & ZnTe), the Full
Potential Linearized – Augumented Plane Wave plus Local Orbits (FP – LAPW+lo) method. For the purpose of exchange-correlation
energy (Exc) determination in Kohn–Sham calculation, the standard local density approximation (LDA) formalism has been utilized.
Murnaghan’s equation of state (EOS) has been used for volume optimization by minimizing the total energy with respect to the unit
cell volume. With the result of electronic density of states (DOS), the structural, optical and electrical properties of Zinc chalcogenides
have been calculated. The second derivative of energy, as a function of lattice strain has been successfully used to estimate the elastic
constants of these binary compounds. The results are in good agreement with other theoretical calculations as well as available
experimental data.
Elastic Metamaterials Analysis: Simple and Double Resonatorsresearchinventy
Metamaterials are broadly defined as a material with properties not found in nature,i.e, a typically man made material especially designed to achieve certain unusual properties. First applications of metamaterials were in field of electromagnetic waves and some features of these materials were negative permeativity and negative refraction index. Due to similarity with electromagnetic waves, mechanical waves propagation through metamaterials began to be studied and the concept of elastic metamaterials was created. The main property of elastic metamaterial is the negative dynamic effective mass where the wave propagation is blocked.It will be discussed two kinds of unit cell that compound the elastic metamaterial and how some changes in parameters affect the metamaterial negative effective mass
APEX INSTITUTE was conceptualized in May 2008, keeping in view the dreams of young students by the vision & toil of Er. Shahid Iqbal. We had a very humble beginning as an institute for IIT-JEE / Medical, with a vision to provide an ideal launch pad for serious JEE students . We actually started to make a difference in the way students think and approach problems. We started to develop ways to enhance students IQ. We started to leave an indelible mark on the students who have undergone APEX training. That is why APEX INSTITUTE is very well known of its quality of education
MAGNETOSTATIC SURFACE WAVES IN A LEFT HANDED / FERRITE/ METAL-STRIP-GRATING S...ijrap
The dispersion characteristics for magnetostatic surface waves in a left handed ( LHM)/ferrite/ metal-stripgrating
structure have been investigated. We found that, the waveguide supports backward TE waves
since both permittivity and magnetic permeability of LHM are negative. We also illustrated the
dependence of wave frequency on the reduced wave number for a grating shielding parameter, g values
restricted by the range 0 ≤ g ≥ 1. It is shown that the grating shielding parameter, g induces
magnetostatic backward shorter waves . The leakage through the grating increases with the wave number. The shorter backward magnetostatic waves are guided by the thicker waveguide where the best confinement is achieved
Abstract: In this note we first consider a ternary matrix group related to the von Neumann regular semigroups and to the Artin braid group (in an algebraic way). The product of a special kind of ternary matrices (idempotent and of finite order) reproduces the regular semigroups and braid groups with their binary multiplication of components. We then generalize the construction to the higher arity case, which allows us to obtain some higher degree versions (in our sense) of the regular semigroups and braid groups. The latter are connected with the generalized polyadic braid equation and R-matrix introduced by the author, which differ from any version of the well-known tetrahedron equation and higher-dimensional analogs of the Yang-Baxter equation, n-simplex equations. The higher degree (in our sense) Coxeter group and symmetry groups are then defined, and it is shown that these are connected only in the non-higher case.
EVALUATING STRUCTURAL, OPTICAL & ELECTRICAL CHARACTERIZATION OF ZINC CHALCOGE...Editor IJCATR
To evaluate the structural, optical & electrical properties of the zinc chalcogenides (ZnO, ZnS, ZnSe & ZnTe), the Full
Potential Linearized – Augumented Plane Wave plus Local Orbits (FP – LAPW+lo) method. For the purpose of exchange-correlation
energy (Exc) determination in Kohn–Sham calculation, the standard local density approximation (LDA) formalism has been utilized.
Murnaghan’s equation of state (EOS) has been used for volume optimization by minimizing the total energy with respect to the unit
cell volume. With the result of electronic density of states (DOS), the structural, optical and electrical properties of Zinc chalcogenides
have been calculated. The second derivative of energy, as a function of lattice strain has been successfully used to estimate the elastic
constants of these binary compounds. The results are in good agreement with other theoretical calculations as well as available
experimental data.
Elastic Metamaterials Analysis: Simple and Double Resonatorsresearchinventy
Metamaterials are broadly defined as a material with properties not found in nature,i.e, a typically man made material especially designed to achieve certain unusual properties. First applications of metamaterials were in field of electromagnetic waves and some features of these materials were negative permeativity and negative refraction index. Due to similarity with electromagnetic waves, mechanical waves propagation through metamaterials began to be studied and the concept of elastic metamaterials was created. The main property of elastic metamaterial is the negative dynamic effective mass where the wave propagation is blocked.It will be discussed two kinds of unit cell that compound the elastic metamaterial and how some changes in parameters affect the metamaterial negative effective mass
APEX INSTITUTE was conceptualized in May 2008, keeping in view the dreams of young students by the vision & toil of Er. Shahid Iqbal. We had a very humble beginning as an institute for IIT-JEE / Medical, with a vision to provide an ideal launch pad for serious JEE students . We actually started to make a difference in the way students think and approach problems. We started to develop ways to enhance students IQ. We started to leave an indelible mark on the students who have undergone APEX training. That is why APEX INSTITUTE is very well known of its quality of education
MAGNETOSTATIC SURFACE WAVES IN A LEFT HANDED / FERRITE/ METAL-STRIP-GRATING S...ijrap
The dispersion characteristics for magnetostatic surface waves in a left handed ( LHM)/ferrite/ metal-stripgrating
structure have been investigated. We found that, the waveguide supports backward TE waves
since both permittivity and magnetic permeability of LHM are negative. We also illustrated the
dependence of wave frequency on the reduced wave number for a grating shielding parameter, g values
restricted by the range 0 ≤ g ≥ 1. It is shown that the grating shielding parameter, g induces
magnetostatic backward shorter waves . The leakage through the grating increases with the wave number. The shorter backward magnetostatic waves are guided by the thicker waveguide where the best confinement is achieved
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Studying nanotube-based oscillators and their application as memory cells via...IJERA Editor
A nanoscale continuum model of carbon nanotube-based oscillators is proposed in this paper. In the continuum
model, the nanotube is discretized via the meshfree particle method. The atomistic interlayer interaction between
the outer and inner tubes is approximated by the interlayer interaction between particles. The mechanical
behaviors of oscillators are studied and compared well with molecular dynamics simulation results. The
nanotube-based oscillator can be employed to design a nanoelectromechanical system. In this system, two
electrodes are attached on the top of the outer tube so that the induced electromagnetic force can overcome the
interlayer friction. The mechanisms of such nanoelectromechanical systems as memory cells are also considered.
Numerical Modeling of Nano Bundle and Nano
Rope-Reinforced Polymer Mechanical Properties by Seyed Hossein Mamanpush*, Zahra Matin Ghahfarokhi and Hossein Golestanian in Evolutions in Mechanical
C Engineering
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
Rutherford Backscattering Spectrometry: A Laboratory Didactic Path About the ...SEENET-MTP
The SEENET-MTP Seminar: Trends in Modern Physics
19–21 August 2011, Niš, Serbia
Talk by Frederico Corni, Faculty of Education, University of Modena аnd Reggio Emilia, Italy
Finite element modelling of nonlocal dynamic systems, Modal analysis of nonlocal dynamical systems, Dynamics of damped nonlocal systems, Numerical illustrations
How Carbon Nanotubes Collapse on Different Ag Surface?ijrap
The collapse and stability of carbon nanotubes (CNTs) on noble metal silver different surfaces were studied
using molecular mechanics and molecular dynamics simulations. From the results, it can be seen that the
CNTs can collapse spontaneously onto different silver surface [(1 0 0), (1 1 0), (1 1 1)] due to the van der
Waals force between them. Furthermore, the CNT collapsing on (1 0 0) and (1 1 1) surface are much easier
than that on (1 1 0) surface. Moreover, the results show that the collapsed CNTs exhibit as linked graphene
ribbons and have the largest area to contact with the Ag surface, which greatly enhances adhesion between
the CNTs and the Ag surface and keeps the system much more stable.
How Carbon Nanotubes Collapse on Different Ag Surface? ijrap
The collapse and stability of carbon nanotubes (CNTs) on noble metal silver different surfaces were studied
using molecular mechanics and molecular dynamics simulations. From the results, it can be seen that the
CNTs can collapse spontaneously onto different silver surface [(1 0 0), (1 1 0), (1 1 1)] due to the van der
Waals force between them. Furthermore, the CNT collapsing on (1 0 0) and (1 1 1) surface are much easier
than that on (1 1 0) surface. Moreover, the results show that the collapsed CNTs exhibit as linked graphene
ribbons and have the largest area to contact with the Ag surface, which greatly enhances adhesion between
the CNTs and the Ag surface and keeps the system much more stable.
Similar to International Journal of Engineering Inventions (IJEI) (20)
International Journal of Engineering Inventions (IJEI)
1. International Journal of Engineering Inventions
ISSN: 2278-7461, www.ijeijournal.com
Volume 1, Issue 8 (October2012) PP: 31-37
AN INVESTIGATION OF NANOTUBE-INTEGRATED BUCKYSHEETS' PROPERTIES
WITH MOLECULAR DYNAMICS MODELING AND ANALYSIS
Y. Ji1, C.J. Soong2 and Y.J. Lin1
1
Department of Mechanical Engineering, University of Texas at Tyler, Tyler, TX, USA
2
Department of Computer Science, University of Texas at Tyler, Texas, USA
Abstract:––To better understand the mechanical properties of structures strengthened by carbon nanotubes integration
and/or embedding, the Young’s moduli of carbon nanotubes and carbon nanotube embedded thin structures are evaluated
using atomic-based mechanics and molecular dynamic (MD) simulation studies in this work. Buckysheets with defined
ingredients with 50 mg SWNT in 500 ml surfactant-NaOH solution have been fabricated in house for the investigation with
the objectives to discovering mechanical properties alteration due to carbon nanotubes integration. The results show that the
Young’s moduli of single walled (10, 10) carbon nanotubes are ranging from 0.75 TPa to 0.9 TPa, which yields good
agreement with the relevant data in the literature. For single layer buckysheets of single-walled tubes, the simulations result
in a Young’s Modulus around 0.3 TPa. A Four-wall nanotube [(5, 5), (10, 10), (15, 15), (20, 20)] model is built to examine
Young’s modulus of multi-walled nanotubes. A slightly lower value than that of the single walled model is obtained. The
Young’s modulus of the fabricated buckysheets exhibits similar characteristics as that of the multi-walled nanotubes’. It is
also found that the larger the separation distance between nanotubes in the buckysheet model, the smaller the value of
Young’s modulus of the structure. The comparisons of the results between the MD simulations and the previously done
experimental testing on buckysheets’ mechanical properties reveal some discrepancies for their Young’s moduli. The higher
Young’s moduli values for buckysheets obtained in the MD simulations are due to the exclusion of particles impurity,
uneven thickness, imperfect nanotubes’ alignments, and so on. The study implies that when the fabrication techniques of
buckysheets are continuously improved, these thin films carbon nanotube-integrated structures being created will possess
higher strengths approaching those of the nanotubes.
Keywords:––Nanotubes, Buckysheets, Engineering properties, Molecular dynamics computation, Young’s moduli
I. INTRODUCTION
The outstanding mechanical properties of carbon nanotubes (CNTs) attracted intense researches and motivated
proposal of many applications in engineering. One of the “macroscale” forms of carbon nanotubes is the CNT thin film or
“buckysheet”, has been proposed in recent years and applied in many fields, such as actuating, sensing, field emission [1],
and structure damping enhancements [2]. Low density, extremely high stiffness, excellent thermal stability and large aspect
ratio make carbon nanotubes an ideal damping material and excellent filler candidate of composites, and we expected that
the buckysheets have a good performance in structure damping as well. However, compared to the carbon nanotubes, the
modulus of elasticity, or Young’s modulus of buckysheets was extreme small, ranging from 1.1 GPa to 24 GPa, according to
some experimental works [1], which limited the potential applications of buckysheets. In this section, we introduce
molecular mechanics and dynamics simulation method to investigate the Young’s modulus (Y) of single-walled CNTs and
buckysheets. The simulation models and calculation methods were developed and/or explained, the simulation results were
analyzed. In this paper, we apply molecular dynamics (MD) study and computer simulation techniques to help further
understand the characteristic properties of carbon nanotube-fabricated, the so-called Buckysheets. Molecular Dynamics
(MD) Simulation is a computer simulation technique where the time evolution of a set of interacting atoms is followed by
integrating their equations of motion, which provides a powerful tool to obtain the time-dependent properties of N-body
system on the nano/molecular/atomic scale [2,3].
In molecular dynamics, the classical Newton's law is used: Fi mi ai (1)
dri 2
here, mi is the atom mass, ai is the acceleration (ri is the position of the atom), and Fi is the force acting upon
dt 2
it, due to the interactions with other atoms, which is determined by the gradient of the total potential energy of the system.
Given an initial set of positions and velocities, the subsequent time evolution will be completely determined.
A classical algorithm for MD is the Verlet Algorithm [4]. The procedure begins by casting the system in terms of its
Newtonian equation of motion of each individual particle of the system.
Verlet algorithm only considers the contribution of inter-particle potential to the force term. The inter-particle potential
is modeled as the Lennard–Jones type will be addressed in later section. The solution procedure begins with integration of
Eq. (1), where a simple difference equation for the integration was employed:
ri (r h) ri (t h) 2ri (t ) F (ri , j (t ))h 2 (2)
i j
where h is the time step. The particle trajectory can be readily mapped from Eq. (2) with available current and past positions.
The rate-limiting step in this algorithm lies in the computation of the inter-particle force, which for a system of N particles
requires N(N-1)/2 computations at each time step. For a given particle, many of the terms in its summation of forces will be
ISSN: 2278-7461 www.ijeijournal.com P a g e | 31
2. AN INVESTIGATION OF NANOTUBE-INTEGRATED…
insignificant due to a large inter-particle separation with a given potential “cutoff distance”. So, the algorithm could be
accelerated by implementing the Verlet’s neighborhood list, which selects the nearest neighbors to include in the
computation of Eq. (2). The use of the Verlet’s neighborhood list derives a cut-off inter-particle separation, rM, beyond
which the force terms are negligible.
The criterion for the cut-off separation is given as below:
r M rV nv h (3)
where rv is the cut-off radius for the particle potential in units of the particle radius σ, n is chosen number of time steps, and
v is a root-mean-square velocity of the particles. For a chosen n, the algorithm would proceed for n-1 time steps where only
particles inside a distance rM to the particle at the initial time step are included in the force term.
II. MECHANICAL PROPERTIES OF NANOTUBES BY MD SIMULATION
II.1 Young’s Modulus
Young’s Modulus (or elastic modulus) is one of the important mechanical properties of materials. In classical
mechanics the Young’s modulus is defined as the ratio of stress to strain before the material sample yields:
F A
Y (4)
L L0
where σ is the axial stress, ε is the strain, F is the axial tensile force acted on the objects, A is the cross-sectional area of the
object, L0 is the initial length and ΔL is the elongation under the force F.
In MD simulation, we add the tensile force on the CNTs in axial direction and calculate the variation of the total potential
and length, then get the Young’s moduli of CNTs.
II.2 Tensile strength
Reference [5] gives a method to predict the tensile strength of single-walled carbon naotubes by MD simulation. A
nano-scale finite element approach, named molecular-mechanics based finite element approach was used to derive the
SWCNTs’ tensile strength as well as tensile stiffness. The nanotube strength was predicted at 77-1-1GPa with the fracture
strain around 0.3. The nanotube strength was found to be moderately dependent of the nanotube helicity, but independent of
the nanotube diameter.
II.3 Vibration properties
The MD simulation can give all the dynamic information (acceleration, velocity and position) of atomic system, then it has
been used for CNTs’ vibration properties study by many researchers [6-8].
III. STUDY BUCKYSHEET’S PROPERTIES BY MD SIMULATION
The first step is to investigate the elastic and vibration properties of a cantilevered or bridged single walled carbon
nanotube, as shown in Figure 1.
Figure 1 (a) Cantilevered (b) and bridged single walled carbon nanotube
For determining the natural frequencies and mode of a single-walled carbon nanotube, we consider its equivalent space
frame-like structure under the condition of free vibration. For the problem of free vibration of an undamped structure, the
equation of motion is
[ M ] [ K ]y 0
y (5)
where [M] and [K] are, respectively, the global mass and stiffness matrices, and {y} and are, respectively, the nodal
y
displacement vector and acceleration vector. The global stiffness matrix [K] of the frame structure can be assembled from
n
the elemental stiffness matrix [K]e, i.e., [K]= [K ]
e 1
e
, where n is the number of beam elements. The assembling procedure
follows the node-related technique in the finite element method.
ISSN: 2278-7461 www.ijeijournal.com P a g e | 32
3. AN INVESTIGATION OF NANOTUBE-INTEGRATED…
The global mass matrix [M] can be assembled from the elemental mass matrix. By considering the atomistic
feature of a carbon nanotube, the masses of electrons are neglected and the masses of carbon nuclei (mc=1.9943×10-26) are
assumed to be concentrated at the centers of atoms.
Then, the natural frequencies f and mode shapes are obtained from the solution of the Eigen problem
([K ]s 2 [M ]s){y p } 0 (6)
where, [K] s , [M] s are the condensed stiffness matrix and condensed mass matrix, respectively, {y p} is the displacement
vector corresponding to the primary coordinates, i.e., the translational displacements of carbon atoms, and ω=2πf is the
angular frequency.
The second step, more nanotubes will be framed in a square space, they are cantilevered or bridged and entangled
with each other. The area of the square is still in nano/micro scale, with the nanotubes aspect ratio 100-1000.
We are trying to simulate the mechanical properties of the nanotube system shown in Figure 2 using the same method as
described in the first step.
Figure 2 Framed carbon nanotubes
Finally, the framed “nanotube system” in Figure 2 is used as constitutive “elements” of the CNT-integrated thin
film (or buckysheet, see the photo shot in Figure 3) and finite element method is used to model and solve the free vibration
problem.
Figure 3 Photograph of carbon nanotube-integrated thin sheet - Buckysheet (Diameter = 40mm,
thickness = 30-50 microns)
Multi-walled carbon nanotubes is used to fabricate buckysheets. The properties of the raw materials are listed
below with chemical vapor deposition (CVD) technique for the synthesizing method. The material properties for the
nanotubes utilized are having purity of 95%, diameter of 10~30nm, length 0.5~ 40μm, and specific surface area in the range
of 40 – 300 m2/g. An SEM snapshot of the thin sheet fabricated is shown in Figure 4 below.
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4. AN INVESTIGATION OF NANOTUBE-INTEGRATED…
Figure 4 SEM image of a carbon nanotubes-fabricated buckysheet
The SEM image of buckysheets shown above reveals that the nanotube network has composed of continuous NT
ropes, which is apparently the result of tube self-assembly by van der Waals force during buckysheet’s filtration process.
IV. SIMULATION METHODOLOGY
In the single-walled carbon nanotube model, a (10, 10) CNT was used which spanned the length of the simulation
unit cell as shown in Figure 5.
ε ε
Figure 5 The single walled CNT simulation model and application of strains
The atomic models of single and multilayer buckysheets are created using crossed geometries of single-walled
carbon nanotubes. A portion of the single layer buckysheet is shown in Figure 6. Infinitely large one is considered in the
calculations. After vacuum filtration process, the obtained CNT thin films or buckysheets consist nanotubes that are not
organized and oriented in many directions actually. Here we use an idealized atomic model which contains tube-tube
interactions that are found in buckysheets also.
ISSN: 2278-7461 www.ijeijournal.com P a g e | 34
5. AN INVESTIGATION OF NANOTUBE-INTEGRATED…
Figure 6 Atomic model of a single (crossed) layer of buckysheets
For the buckysheet atomic simulation model, two (10, 10) single-walled CNTs formed a “separated cross” in a unit
cell. The separation distance between the two crossed nanotubes was initially determined by minimizing the strain energy of
the model. Under the periodic boundary conditions, the unit cell was replicated in all three dimensions.
We also carried out atomic simulation of the multilayer buckysheets, where several single layer buckysheets were modeled
in one unit cell and the periodic boundary conditions were applied. The separation distance among the layers was optimized
in the same way as mentioned above.
The molecular mechanics/dynamics simulations calculations were performed using Cerius2/Accelrys software [9].
The application of strain was performed by uniformly expanding the dimensions of the MD cell in the direction of the
deformation, then re-scaling the new coordinates of the atoms to fit within the new dimensions [10]. After the initial
deformation, the MD simulation was continued and the atoms were allowed to equilibrate within the new MD cell
dimensions. In the following increments of deformation, this process was repeated. In each increment, the strain energy was
minimized and recorded, then the Young’s modulus could be calculated from the second derivative of the strain energy
density with respect to various strains [11-13]:
1 E
ij ( )S (7)
V ij
where V is the volume of the solid, E is the total internal energy, ij is the strain tensor, and the subscript S denotes constant
entropy.
V. MOLECULAR DYNAMIC SIMULATION RESULTS AND REMARKS
For the single-walled CNT (10,10), the simulation results show that the Young’s modulus ranges from 0.75 TPa to
0.9 TPa, which is lower than the value 0.972 TPa obtained by [10], and higher than the results (0.5~ 0.6 TPa) from [12,13].
In the simulation of the single layer buckypaper, the separation distance between the crossed CNTs in the radius direction of
the model is 3.1 nm. The Young’s Modulus of 0.3 TPa for the buckypaper was obtained. When increase the separation
distance from 2nm to 7nm between nanotubes in the buckypaper model, the value of Young’s modulus reduced from 0.349
TPa to 0.267 TPa, as shown in Figure 7.
0.35
0.34
0.33
Youngs Modulus, TPa
0.32
0.31
0.3
0.29
0.28
0.27
0.26
2 2.5 3 3.5 4 4.5 5 5.5 6 6.5 7
Distance between nanotubes, A
Fig. 7 Young’s modulus decreases when increase the separation distance in single layer buckysheets
As to the multilayer buckysheet, the simulation results are depicted in Figure 8. The Young’s modulus decreases
from 0.326TPa to 0.189 TPa while the layer number of the buckysheet varies from 1 to 5, which is due to the gap between
ISSN: 2278-7461 www.ijeijournal.com P a g e | 35
6. AN INVESTIGATION OF NANOTUBE-INTEGRATED…
the buckysheets reduced the stiffness. It can be found that there is a limitation of around 0.18 Tpa in Figure 8, which
maygive the bottom line of the buckysheets’ Young’s modulus value.
11
x 10
3.4
3.2
3
Youngs Modulus Pa
2.8
2.6
2.4
2.2
2
1.8
1 1.5 2 2.5 3 3.5 4 4.5 5
layers
Fig. 8 Variation of Young’s modulus with the layer number (X axis: layers; Y axis: Young’s modulus, Tpa)
The length of the carbon nanotubes was is same as that of the unit cell of the simulation model of buckysheet.
Different length of single walled nantubes at 2.35, 4.8,7.25 and 9.7 nm were used to build the one-layer buckysheet model
and then the atomic simulation was accomplished to investigate its affection on the Young’s modulus of buckysheets. We
find that the shorter the nanotubes’ length, the lower the buckysheets’ Young’s modulus, which is ranging from 0.355 TPa to
0.174 TPa corresponding to the above given lengths, as shown in Figure 9.
10
x 10
3.6
3.4
3.2
3
Youngs Modulus, Pa
2.8
2.6
2.4
2.2
2
1.8
1.6
2 3 4 5 6 7 8 9 10
unit cell length,nm
Fig. 9 Variation of Young’s modulus with the unit cell length (X axis: Unit cell length, nanometer; Y axis: Young’s modulus,
TPa)
The obtained Young’s moduli values for buckysheets were much bigger than the pervious experimental results; the
most important reason for that was the simulation model disregarded lots of flaws such as impurity particles, uneven
thickness and not well aligned which can significantly reduce the Young’s modulus of buckysheets; at other side, these value
may represent the upper limit of Young’s modulus and implied that our existing fabricating method of buckysheets need to
be improved.
VI. CONCLUSIONS
The physical properties of carbon nanotube sheets, i.e., buckysheets were studied through finite element analysis,
experimental work and atomic scale simulation, in order to find viable applications of them in structural materials, electro-
mechanical systems and multifunctional systems. Buckysheets were fabricated in house using vacuum filtration techniques.
SEM images showed that buckysheets created were composed of continuous nanotube ropes network, which was the result
of nanotube’s self-assembly by van der Waals force and capillary forces during filtration of the carbon nanotubes’
suspension phenomena. The atomic scale and molecular dynamics simulations were employed to study the mechanical
properties of the carbon nanotubes and buckysheets. The atomic models of carbon nanotubes and single and multilayer
buckysheets were created to investigate the molecular mechanics/dynamics of nunotubes and buckysheets so as to
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7. AN INVESTIGATION OF NANOTUBE-INTEGRATED…
understand their mechanical properties. The results pointed out that for single layer buckysheets, the Young’s Modulus was
approximately 0.3 TPa. When increasing the separation distance between nanotubes in the buckysheets model, the value of
Young’s modulus clearly reduced. It’s found that the obtained Young’s moduli values for buckysheets were much bigger
than the experimental results we obtained previously. The most likely reason for that was that the simulation model
disregarded lots of flaws due to impurity particles, uneven thickness and not well aligned tubes which could significantly
reduce the Young’s moduli of buckysheets. However, these higher Young’s moduli may represent potential optimum
strengths of buckysheets which motivates us to improve fabricating methods in such a way that we can take full advantages
of carbon nanotubes’ outstanding mechanical properties to benefit their integrated material strengths.
REFERENCES
1. Rapaport, D.C. The art of molecular dynamics simulation, 2nd edition 2004, Cambridge University press,
2. 2004.Haile, J.M. Molecular Dynamics Simulation: Elementary Methods, 1992, John Wiley & Sons, INC.
3. Verlet, L. Computer experiments on the classical fluids. I. Thermodynamical properties of Lennard-Jones
4. Moleculars, 1967, Physical Review, 159, pp. 98-103.Sun, X. and Zhao, W. Prediction of stiffness and strength of
single-walled carbon nanotubes by
5. molecular-mechanics based finite element approach, 2005, Materials Science and Engineering A, 390, pp.366-
371.Li, C. and Chou, T.-W. Single-walled carbon nanotubes as ultrahigh frequency nanomechanical resonators,
6. 2003, Physical Review B 68, 073405.Liu, P., Zhang, Y.W. and Liu, C. Oscillatory behavior of C60-nanotube
oscillators: A molecular-
7. dynamics study, 2005, Journal of Applied Physics 97, 094313.Zheng, O. and Jiang, Q., Multiwalled Carbon
Nanotubes as Gigahertz Oscillators, Physical Review Letters,
8. vol 88, no.4, 045503.http://www.accelrys.com/products/cerius2/
9. Frankland, S.J.V., Harik, V.M., Odegard, G.M., Brenner, R.W. and Gates, T.S. The stress-strain
10. behavior of polymer-nanotubes composites from molecular dynamics simulation, Composites Science and
Technology, vol. 63, pp. 1665-1661, 2003.Lu, J.P. Elastic Properties of Carbon Nanotubes and Nanoropes, 1997,
Physics Review Letters, 79, pp.1297-
11. 1300.Ji, Y., Multiscale Investigations on Structural Properties and Mechanical Applications of Carbon Nanotubes
12. Sheets”, 2007, Ph.D. Dissertation, University of Akron, USA.Huntington, J.B., Solid State Physics, edited by F.
Seitz and D. Turnbull, 1958, 7, Academic, New York.
13. Byron Pipesa P., Franklandb, S.J.V., Hubertc P. and ErikSaether, 2003, Self-consistent properties of carbon
nanotubes and hexagonal arrays as composite reinforcements, 2003, Composites Science and Technology,
63, pp. 1349-1358.
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