molecular modeling in engineering: methods and applications

13
Molecular Modeling in Engineering: Methods and Applications Lecture: Molecular origin of surface tension Nikolai V. Priezjev

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Page 1: Molecular Modeling in Engineering: Methods and Applications

Molecular Modeling in Engineering:

Methods and Applications

Lecture: Molecular origin of surface tension

Nikolai V. Priezjev

Page 2: Molecular Modeling in Engineering: Methods and Applications

2

Pressure-stress 3x3 tensor: equilibrium properties

( )i i ij ij

i i j i

P V mv v r F r

Pxx Pxy Pxz

Pyx Pyy Pyz

Pzx Pzy Pzz z y, x, and zor y,x,

• At equilibrium (i.e. no shear flow or external forces) non-diagonal elements of

the pressure-stress tensor are zero (Pxy = Pxz = Pyz = 0 ).

• The diagonal elements are pressures in the x, y, or z directions (Pxx = Pyy = Pzz ).

• First term is just a sum of all kinetic energies in the x, y, or z directions (ideal gas law).

• Second term is the virial: sum of the product Fxrx of all pairs within the cutoff radius.

4

2

0

-2

2.52.01.51.0

Separation, r/s

Energy Force

s6/1 2crs5.2cr

N

i

iiB vmN

Tk

1

2

2

1

2

3

?)( crP

Page 3: Molecular Modeling in Engineering: Methods and Applications

3

Examples of surface tension force in nature (water striders)

D. Hu, B. Chan, J. W. M. Bush. 2003. The

Hydrodynamics of Water Strider Locomotion.

Nature 424, 663-666.

Page 4: Molecular Modeling in Engineering: Methods and Applications

4

D. Hu, B. Chan, J. W. M. Bush. 2003. The Hydrodynamics of Water Strider Locomotion. Nature 424, 663-666.

Examples of surface tension force in nature (water striders)

Maximum

Curvature

Force

Body weight

Page 5: Molecular Modeling in Engineering: Methods and Applications

5

http://www-math.mit.edu/~dhu/Climberweb/climberweb.html

Examples of surface tension force in nature (water striders)

The deformation of the water surface near the

head and tail of the larva is clearly visible.

In these images, it approaches an emerging

wetted leaf.

, MIT

Page 6: Molecular Modeling in Engineering: Methods and Applications

6

Net forces at the liquid-vapor interface

( )i i ij ij

i i j i

P V mv v r F r

=

Force per unit length

4

2

0

-2

2.52.01.51.0

Separation, r/s

Energy Force

attraction

repulsion

Page 7: Molecular Modeling in Engineering: Methods and Applications

7

Why is surface tension a force parallel to the interface?

The total pressure p:

The molecular mechanism of surface tension. M. V. Berry 1971 Phys. Educ. 6, 79

n=normal t=tangential

Page 8: Molecular Modeling in Engineering: Methods and Applications

8

Why is surface tension a force parallel to the interface?

Antonin Marchand, Joost H. Weijs, Jacco H. Snoeijer, Bruno Andreotti, Am. J. Phys. 79, 999 (2011).

Page 9: Molecular Modeling in Engineering: Methods and Applications

9

Pressure and density profiles at the liquid-vapor interface

The transition from the high

density liquid to the low density

gas takes place in a very narrow

region that is only a few

molecules wide.

dzzPzP TN )]()([

Surface tension (s2):

s

s

10

10

))]()((2

1)([ dzzPzPzP yyxxzz

Surface tension is very sensitive

to the cut-off radius of the LJ

potential. Rule of thumb:

to avoid dependency on rc.

N molecules > 1000

s6cr

Antonin Marchand, Joost H. Weijs, Jacco H. Snoeijer, Bruno Andreotti, Am. J. Phys. 79, 999 (2011).

Page 10: Molecular Modeling in Engineering: Methods and Applications

10

Temperature dependence of density profiles and surface tension

s

s

24

0

))]()((2

1)([ dzzPzPzP yyxxzz

and then divided by 2 interfaces

Ph.D. thesis by Shashank Sinha, 2004. UCLA. Molecular Dynamics

Simulation of Interfacial Tension and Contact Angle of Lennard-Jones Fluid

Ultra-thin Lennard-Jones film:

Etomica module:

Interfacial tension

Page 11: Molecular Modeling in Engineering: Methods and Applications

11

Laplace pressure or why do soap bubbles break?

Surface tension forces acting on a tiny (differential)

patch of surface. δθx and δθy indicate the amount of

bend over the dimensions of the patch. Balancing the

tension forces with pressure leads to the Young-Laplace

equation:

where Rx and Ry are radii of curvature in each of the

axes that are parallel to the surface, is the surface

tension, and is the pressure difference across the

interface.

For a spherical bubble R1 is being equal to R2

and the Laplace pressure difference becomes

Pressure inside the bubble is equal to the

atmospheric pressure plus the Laplace

pressure (note 2 interfaces!)

RP

4

Surfactants lower surface

tension of water, increase

elasticity and reduce

evaporation. Bubbles last

longer on a rainy day:

reduced evaporation.

Page 12: Molecular Modeling in Engineering: Methods and Applications

12

The contact angle and surface energies (gas, liquid, solid)

The molecular mechanism of surface tension. M. V. Berry 1971 Phys. Educ. 6, 79

Young’s law: Thomas Young (1773-1829)

Page 13: Molecular Modeling in Engineering: Methods and Applications

13

Summary

( )i i ij ij

i i j i

P V mv v r F r

Pxx Pxy Pxz

Pyx Pyy Pyz

Pzx Pzy Pzz z y, x, and zor y,x,

(P = Microscopic Pressure-Stress Tensor)

dzzPzP TN )]()([

Surface tension:

s

s

10

10

))]()((2

1)([ dzzPzPzP yyxxzz

4

2

0

-2

2.52.01.51.0

Separation, r/s

Energy Force

attraction

repulsion

Surface tension a force per unit length parallel

to the liquid-vapor interface.

At equilibrium, only

diagonal elements are

non zero.