the contribution of the electrical double layer to enhance ... · nanotubes. samuel l. bearden and...

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The Contribution of the Electrical Double Layer to Enhance Ionic Currents in Single Walled Carbon Nanotubes. Samuel L. Bearden and Guigen Zhang Dept. of Bioengineering, Dept of Electrical and Computer Engineering Institute for Biological Interfaces of Engineering Clemson, SC 29634-0905 [email protected] Excerpt from the Proceedings of the 2012 COMSOL Conference in Boston

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Page 1: The Contribution of the Electrical Double Layer to Enhance ... · Nanotubes. Samuel L. Bearden and Guigen Zhang Dept. of Bioengineering, Dept of Electrical and Computer Engineering

The Contribution of the Electrical Double Layer to Enhance Ionic Currents in

Single Walled Carbon Nanotubes.

Samuel L. Bearden and Guigen Zhang

Dept. of Bioengineering, Dept of Electrical and Computer Engineering

Institute for Biological Interfaces of Engineering

Clemson, SC 29634-0905

[email protected]

Excerpt from the Proceedings of the 2012 COMSOL Conference in Boston

Page 2: The Contribution of the Electrical Double Layer to Enhance ... · Nanotubes. Samuel L. Bearden and Guigen Zhang Dept. of Bioengineering, Dept of Electrical and Computer Engineering

Enhanced Ionic Conductance in SWCNT

• Ionic conductance through SWCNT has been

reported to be enhanced by 2 orders of magnitude

• Previous explanations have failed to account for all

relevant phenomena at the nano-scale

Page 3: The Contribution of the Electrical Double Layer to Enhance ... · Nanotubes. Samuel L. Bearden and Guigen Zhang Dept. of Bioengineering, Dept of Electrical and Computer Engineering

Electrical Double Layer • An immobile compact layer forms at the surface

due to electrical interactions between materials

• Mobile diffuse layer carries net charge

Page 4: The Contribution of the Electrical Double Layer to Enhance ... · Nanotubes. Samuel L. Bearden and Guigen Zhang Dept. of Bioengineering, Dept of Electrical and Computer Engineering

Model Geometry • SWCNT embedded in SiO2

• 2D axisymmetric

Page 5: The Contribution of the Electrical Double Layer to Enhance ... · Nanotubes. Samuel L. Bearden and Guigen Zhang Dept. of Bioengineering, Dept of Electrical and Computer Engineering

The Compact Layer • A cylindrical shell at the interior surface of the

SWCNT

• Smoothly varying permittivity

• Laplace Equation

o 2 0V

Page 6: The Contribution of the Electrical Double Layer to Enhance ... · Nanotubes. Samuel L. Bearden and Guigen Zhang Dept. of Bioengineering, Dept of Electrical and Computer Engineering

The Compact Layer

• Slip at the outer Helmholtz plane

• Validated through observation and modeling

• Combined with the EDL, enables electroosmosis

Page 7: The Contribution of the Electrical Double Layer to Enhance ... · Nanotubes. Samuel L. Bearden and Guigen Zhang Dept. of Bioengineering, Dept of Electrical and Computer Engineering

Governing Equations

• Poisson Equation: o

• Accounts for material potentials, applied potentials,

and ionic distributions

2

0

( , )

r

r zV

Page 8: The Contribution of the Electrical Double Layer to Enhance ... · Nanotubes. Samuel L. Bearden and Guigen Zhang Dept. of Bioengineering, Dept of Electrical and Computer Engineering

Governing Equations • Nernst-Plank Equation:

o

• Accounts for the transport of solvated ions via

electrophoresis, electroosmosis, and diffusion

( )D c z Fc V u c R

Page 9: The Contribution of the Electrical Double Layer to Enhance ... · Nanotubes. Samuel L. Bearden and Guigen Zhang Dept. of Bioengineering, Dept of Electrical and Computer Engineering

Governing Equations • Stokes Equation:

o

• Accounts for the effect of a mobile solvent o Electroosmosis

EczFF jj

i

cV *

2( ) ( ) ( )

3

( ) 0

T

Vu u PI u u u I F

u

Page 10: The Contribution of the Electrical Double Layer to Enhance ... · Nanotubes. Samuel L. Bearden and Guigen Zhang Dept. of Bioengineering, Dept of Electrical and Computer Engineering

Mesh Convergence

• Iteratively refined until the conductance measured

at the ends and middle of the channel were

equivalent to 3 significant figures

-4.00E-01

-2.00E-01

0.00E+00

2.00E-01

4.00E-01

6.00E-01

8.00E-01

1.00E+00

1.20E+00

1.40E+00

0 200000 400000Co

nd

uct

ance

(nS)

Mesh Elements

Top

Middle

Bottom

Page 11: The Contribution of the Electrical Double Layer to Enhance ... · Nanotubes. Samuel L. Bearden and Guigen Zhang Dept. of Bioengineering, Dept of Electrical and Computer Engineering

Mesh Convergence • Triangular mesh elements were used near the

mouth of the channel

Page 12: The Contribution of the Electrical Double Layer to Enhance ... · Nanotubes. Samuel L. Bearden and Guigen Zhang Dept. of Bioengineering, Dept of Electrical and Computer Engineering

Results: Conductance • The conductance/concentration relationship

agreed with experimental output

• 2 orders of magnitude increase compared to bulk

conductivity theory

Concentration (mM)

1 10 100 1000

Conducta

nce (

nS

)

0.0001

0.001

0.01

0.1

1

Total

Electrophoresis

Electroosmosis

Expected

Page 13: The Contribution of the Electrical Double Layer to Enhance ... · Nanotubes. Samuel L. Bearden and Guigen Zhang Dept. of Bioengineering, Dept of Electrical and Computer Engineering

Results: Mechanism • Electrophoresis at low concentrations

• Electroosmosis at high concentrations

• Net charge increases with concentration

Concentration (mM)

1 10 100 1000

Cou

lom

bs (

1e-1

8 C

)

0

1

2

3

4

EczFF jj

i

cV *

Page 14: The Contribution of the Electrical Double Layer to Enhance ... · Nanotubes. Samuel L. Bearden and Guigen Zhang Dept. of Bioengineering, Dept of Electrical and Computer Engineering

Compact Layer Thickness • Thickness was allowed to vary while the

conductance was compared to experimental

outputs

• Close to predictions based on assumption of

adsorbed molecules

Concentration (mM)

1 10 100 1000

Com

pact

Layer

Thic

kness (

nm

)

0.20

0.25

0.30

0.35

0.40

0.45

0.50

0.55

0.60

Page 15: The Contribution of the Electrical Double Layer to Enhance ... · Nanotubes. Samuel L. Bearden and Guigen Zhang Dept. of Bioengineering, Dept of Electrical and Computer Engineering

Conclusion • Demonstrated a stable, rigorous model of

electrokinetic flow through SWCNT

• The simulation results agree well with experimental measurements and provide new insight into the unique mechanics of such devices

• Electroosmosis due to increased internal net charge dominates device conductance at higher concentrations

• This study is one of the first to quantitatively define the compact layer thickness

• Acknowledgement

o Institute for Biological Interface of Engineering

o Clemson Palmetto Cluster Super Computing Facility