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Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research Institute Penn State
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Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

Dec 18, 2015

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Page 1: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

Thermoelectrics:The search for better materials

Jorge O. SofoDepartment of Physics,

Department of Materials Science and Engineering,and

Materials Research InstitutePenn State

Page 2: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

The basics

Abram F. Ioffe

Page 3: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

The devices

Page 4: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

2SZ

The performanceT1

T2

21 2 1

22 1

( ) / 2

( )

T T TQ

W T

I I R

RI

S

SI T

1 2 1

MAX

2 1

1 /

( ) 1 1

T T T T

T

Z

T ZT

1

2 1( )Z

T

T T

Page 5: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

The materials

n-type p-type

J.-P. Fleurial, DESIGN AND DISCOVERY OF HIGHLY EFFICIENT THERMOELECTRIC MATERIALS Download Design and Discovery, Jet Propulsion Laboratory/California Institute of Technology, 1993.

Page 6: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

Conductivity 101

m

ne2Drude et al.

k-q

q

k

Page 7: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

00 kk

k vfeJ 0 kk

k vfeJ

kx

ky

Conductivity 101

Page 8: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

,

k k k

k kk

coll

f f fH H

t p r r p

f fH f

t t

1

,d

t H H t tdt i

Page 9: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

k k k k

coll

f f f fdr dk

t dt r dt tk

Page 10: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

k k k k

coll

f f f fdr dk

t dt r dt tk

0kf

t

0k

f

r

Page 11: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

k k

coll

f fdk

dt tk

Page 12: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

k k

coll

f fdk

dt tk

1dk dp eE

dt dt

Page 13: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

1dk dp eE

dt dt

0 0 0k kk

kk k

f f fv

k k

k k

coll

f fdk

dt tk

Page 14: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

1dk dp eE

dt dt

0 0 0k kk

kk k

f f fv

k k

0k kk

coll k

f ff

t

k k

coll

f fdk

dt tk

Page 15: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

1dk dp eE

dt dt

0 0 0k kk

kk k

f f fv

k k

0k kk

coll k

f ff

t

k k

coll

f fdk

dt tk

00 ( )

k k k kk

ff f e v E

Page 16: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

1dk dp eE

dt dt

0 0 0k kk

kk k

f f fv

k k

0k kk

coll k

f ff

t

k k

coll

f fdk

dt tk

00 ( )

k k k kk

ff f e v E

Page 17: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

00 ( )

k k k kk

ff f e v E

Page 18: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

00 ( )

k k k kk

ff f e v E

k kk

J e f v

Page 19: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

00 ( )

k k k kk

ff f e v E

k kk

J e f v

2 0k k k

k k

fJ e v v E

Page 20: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

00 ( )

k k k kk

ff f e v E

k kk

J e f v

2 0k k k

k k

fJ e v v E

EJ�

Page 21: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

00 ( )

k k k kk

ff f e v E

k kk

J e f v

2 0k k k

k k

fJ e v v E

EJ�

2 0k k k

k k

fe v v

Page 22: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

Q

J E S T

J S T E T

2 20k k

k k

fe v

20 kBk k

k Bk

fekS v

k T

2

2 20 kel B k k

k Bk

fk v

k T

2

0el ph

SZ

0 2el el S T

Page 23: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

2 2 20 0( )k k

k k

f fe v e d

20 0( )kB Bk k

k B Bk

f fek ekS v d

k T k T

2 2

2 2 20 0( )kel B Bk k

k B Bk

f fk v k d

k T k T

2( ) ( )k k k

k

v

Transport distribution

[ ] [ ]S

[ ]el

Page 24: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

max [ ] [ ]best bestZ Z

)()( 0 Cbest TkB4.20

2

0[ ]

el ph

SZ Z

2 0 ( )f

e d

0 ( )B

B

fkS d

k T

2

2 0 ( )el BB

fk d

k T

“The best thermoelectric,” G. D. Mahan and J. O. SofoProc. Nat. Acad. Sci. USA, 93, 7436 (1996)

Page 25: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

The “Best” Thermoelectric

)()( kkk

kk vv

)()()( 2 vN

)()( 0 Cbest TkB4.20

k

dSN

1)(

kv )(

Page 26: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

Limitations of the Boltzman Equation Method

• Also known as the Kinetic Method because of the relation with classical kinetic theory

• According to Kubo, Toda, and Hashitsume(1) cannot be applied when the mean free path is too short (e.g., amorphous semiconductors) or the frequency of the applied fields is too high.

• However, it is very powerful and can be applied to non linear problems.

(1) R. Kubo, M. Toda, and N. Hashitsume, Statistical Physics II: Non-equilibrium Statistical Mechanics (Springer-Verlag, Berlin, 1991) p. 197

k k k k

coll

f f f fdr dk

t dt r dt tk

,k k k k kk

coll

f f f f fH HH f

t p r r p t t

Page 27: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

Using Boltzman with ab-initio

kkkk

vvf

e�

0

2

kv

kk

1

kpm

1 kpk

mˆ1

k

C. Ambrosch-Draxl and J. O. SofoLinear optical properties of solids within the full-potential linearized augmented planewave methodComp. Phys. Commun. 175, 1-14 (2006)

Page 28: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

First Born Approximation• Defect scattering

• Crystal defects• Impurities

• Neutral• Ionized

• Alloy• Carrier-carrier scattering• Lattice scattering

• Intravalley• Acoustic

• Deformation potential

• Piezoelectric• Optic

• Non-polar• Polar

• Intervalley• Acoustic• Optic

kk

k q

q

Page 29: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

B. R

. Nag

- 1

980

- E

lect

ron

Tra

nspo

rt in

Com

poun

d Se

mic

ondu

ctor

s

Page 30: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

B. R

. Nag

- 1

980

- E

lect

ron

Tra

nspo

rt in

Com

poun

d Se

mic

ondu

ctor

s

Page 31: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.
Page 32: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

T. J. Scheidemantel, C. Ambrosch-Draxl, T. Thonhauser, J. V. Badding, and J. O. Sofo. “Transport Coefficients from First-principles Calculations.” Phys. Rev. B 68, 125210 (2003)

Bi2Te3

Page 33: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.
Page 34: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

Georg Madsen’s

Page 35: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

Relaxation time from e-p interaction

2

3

21

2

1

1 1

q

e p

q p p q q q p p q q

q p p q q q p p q q

f p dqM f p f p q

t

N N

f p q f p N N

2

0

23

0

1 2

2

1

q

q q q qk k q k k q

t

dqM

k

N f k q N f k

q k

k

q

22 2

2qq

qM D

Page 36: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

Deformation Potential Calculations

Van de Walle, Chris G. “Band Lineups and Deformation Potentials in the Model-solid Theory.” Phys. Rev. B 39, 1871–1883 (1989).

ln

qdD q

d V

Bardeen, J., and W. Shockley. “Deformation Potentials and Mobilities in Non-Polar Crystals.” Phys. Rev. 80, 72–80 (1950).

Wagner, J.-M., and F. Bechstedt. “Electronic and Phonon Deformation Potentials of GaN and AlN: Ab Initio Calculations Versus Experiment.” Phys. Status Solidi (b) 234, 965–969 (2002)

Lazzeri, Michele, Claudio Attaccalite, Ludger Wirtz, and Francesco Mauri. “Impact of the Electron-electron Correlation on Phonon Dispersion: Failure of LDA and GGA DFT Functionals in Graphene and Graphite.” Physical Review B 78, no. 8 (August 26, 2008): 081406.

Page 37: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

Careful…

• Doping: rigid band• Gap problem• Temperature dependence of the electronic

structure.• Alloys. Single site approximations do not work.• Many k-points• Correlated materials?• Connection with magnetism and topology?

Page 38: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

Linear Response Theory (Kubo)

• Valid only close to equilibrium

• However– Does not need well defined energy “bands”– It is easy to incorporate most low energy excitations of the solid– Amenable to diagrammatic expansions and controlled approximations– Equivalent to the Boltzmann equation when both are valid.

20

0

, , 0

1, , ,ni

n

n eiq q

m

q i d e T j q j qV

Page 39: Thermoelectrics: The search for better materials Jorge O. Sofo Department of Physics, Department of Materials Science and Engineering, and Materials Research.

Summary• Tool to explore new compounds, pressure, “negative” pressure.• Prediction of a new compound by G. Madsen.• Easy to expand adding new Scattering Mechanisms• Limited to applications on “non-correlated” semiconductors.

Questions• Should we start the program of calculating all parameters from

ab-initio?• What about an implementation based on the Kubo formula?• Where the “stochastization” will come from in a small periodic

system? Remember that there should be an average somewhere to get irreversibility…