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First-principles simulation of electrochemical reactions at solid- - - PowerPoint PPT Presentation

First-principles simulation of electrochemical reactions at solid- liquid interface National Institute of Advanced Industrial Science and Technology (AIST), Japan Minoru Otani 07/03/2018 ISS2018@ISSP 1 Outline Introduction


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SLIDE 1

First-principles simulation of electrochemical reactions at solid- liquid interface

National Institute of Advanced Industrial Science and Technology (AIST), Japan Minoru Otani

07/03/2018 ISS2018@ISSP

1

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SLIDE 2

Outline

  • Introduction
  • Simulation platform for electrochemical interface
  • Effective screening medium (ESM) method
  • Constant bias potential (constant-μe) method
  • Hybrid simulation method: DFT+liquid theory 


(ESM-RISM)

  • Applications
  • Lithium Insertion/Desorption Reaction in Li-ion battery
  • Summary
  • Appendix (How to define the electrode potential from

DFT)

2

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SLIDE 3

Electrochemical devices/engineering


 
 
 Battery Manganese dry cell Lead battery NiCd, NiH secondary battery Fuel cell Lithium secondary battery Capacitor Electrolytic condenser Double layer condenser Supercapacitor Photovoltaic cell c-Si, a-Si solar cell Dye sensitized solar cell photoelectrochemical 
 hydrogen production Sensor pH meter ion selective concentration meter glucose, etc. (using enzyme) gas (oxygen, etc.) Electroplating Cathodic protection Fe → Fe2O3 Electrolysis Aluminum, Copper, etc. Water, salt, etc. Organic chemicals tetraethyl lead

3

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SLIDE 4

Target systems

water-based electrolyte O2 out H2 out

sunlight in

ex) graphite

  • anode

cathode electrolyte

e– e–

Load

Li Li Li+

  • Energy generation

Energy storage Energy harvesting

(Fuel cell) (Secondary battery) (PV, PEC)

500 nm

Si SEI

Si anode Electrolyte

24

Electrolyte Carbon support Pt

  • overpotential
  • a cheaper alternative to Pt
  • formation mechanism
  • f SEI
  • interface resistance
  • corrosion mechanism
  • surface modification

24 hour

4

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SLIDE 5

Electrochemical interface

Electric field: 0.1~0.5 V/Å

25℃, 1.0M NaCl, Electrode: Pt

1 NaCl / 50 H2O

εf V∞ V z

EDL

electrode

+ + +

  • +
  • +
  • 3-layer Pt(111):

460Pt atoms 4 nm2 surface area Length scale of EDL: nm ~ μm 2 nm: 800 atoms ( 264 H2O, 5 NaCl) Depth 10 nm: 5000 atoms ( 1320 H2O, 25 NaCl) 0.1 μm: 50000 atoms (13200 H2O, 250 NaCl)

µ

Helmholtz layer: ~Å Diffuse layer

5

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SLIDE 6

electrode

+ + +

  • +
  • +
  • εf

µ V∞ V

z

EDL

4 Challenges in modeling an electrochemical reaction for DFT-MD

1.Strong electric field in Helmholtz layer 3.Screening in diffuse layer 4.Origin of electrostatic potential 2.Bias potential control

Electrochemical interface Electrostatic potential

6

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SLIDE 7

4 Challenges in modeling an electrochemical reaction for DFT-MD

1.Strong electric field in Helmholtz layer 3.Screening in diffuse layer 4.Origin of electrostatic potential 2.Bias potential control

Effective Screening Medium method

  • Phys. Rev. B 73, 115407 (2006)
  • Phys. Rev. Lett. 109, 266101 (2012)

Constant-μe method ESM-RISM method

  • Phys. Rev. B 96,115429 (2017)

Reference Interaction Site Model

ESM method

6

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SLIDE 8

Solvation process of Li-ion

EC, LiPF6(1ML) Li+

e−

Li+

e− e−

Li+ Li+ Graphite, LCO

DFT RISM

e−

constant-μ

V

µext

Calculation cell

7

  • J. Haruyama, et. al., MO, J. Phys. Chem. C, 122, 9804(2018)
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SLIDE 9

Electrochemical impedance spectroscopy (EIS) measurements

Typical EIS of Conventional LIB cell LiCoO2|EC3:EMC7 LiPF6 1M|Graphite

  • S. S. Zhang, K. Xu, and T. R. Jow, Electrochemica Acta 49, 1057 (2004).

In the fully charged and discharged states as well as at the low temperatures (≤20◦C), the Rcell of the Li- ion cells is predominated by the Rct. Temperature-dependence of Rct @0.2 V vs. Li/Li+

  • T. Abe, H. Fukuda, Y. Iriyama, and Z. Ogumi, J. Electrochem. Soc. 151,

A1120 (2004).

The activation energies were evaluated to be around 50-60 kJ/mol (0.5-0.6 eV). These values are very large compared to lithium ion conduction in active materials.

8

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SLIDE 10

Outline

  • Introduction
  • Simulation platform for electrochemical interface
  • Effective screening medium (ESM) method
  • Constant bias potential (constant-μe) method
  • Hybrid simulation method: DFT+liquid theory 


(ESM-RISM)

  • Applications
  • Lithium Insertion/Desorption Reaction in Li-ion battery
  • Summary
  • Appendix (How to define the electrode potential from

DFT)

9

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SLIDE 11

Total energy functional in conventional method

Total energy functional

  • 1

2⇥2 + V (r) + ˆ VNL + Vxc(r) ⇥ ψi(r) = εiψi(r)

Kohn-Sham equation

δE δρe = 0

E[ρe] = T[ρe] + Exc[ρe] + 1 2 ZZ drdr0 ρe(r)ρe(r0) |r − r0| + Z drvext(r)ρe(r) + EII V (r) = Z dr0 ρtot(r0) |r − r0| = Z dr0GPBC(r, r0)ρtot(r0) Kohn-Sham eq. {R}, ρin EII, vext(r) E, F I SCF V (r) INPUT OUTPUT

10

Poisson equation is solved with periodic boundary condition in advance and use the following expression Need to solve Poisson eq. with different BC.

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SLIDE 12

Boundary condition at the interface

z x y Open boundary condition (OBC) 2D periodic boundary condition (2D PBC)

11

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SLIDE 13

z x y

Boundary condition at the interface

  • In the density functional theory (DFT),

we need to solve two equations.

  • 1

2⇥2 + V (r) + ˆ VNL + Vxc(r) ⇥ ψi(r) = εiψi(r)

Kohn-Sham equation →3D PBC ρ(r)

⇥[(r)⇥]V (r) = 4⇥⇤tot(r)

Poisson equation →2D PBC + OBC Mixed boundary condition (MBC) + + + + V (r)

12

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SLIDE 14

Effective screening medium (ESM)

M.O. and O. Sugino, PRB 73, 115407 (2006)

How to solve the poisson equation under MBC?

⇥[(r)⇥]V (r) = 4⇥⇤tot(r) [⇧z{⇥(z)⇧} − ⇥(z)g2

||]G(g||, z, z) = −4⇤(g||, z − z)

[⇧z{(z)⇧} − (z)g2

||]V (g||, z) = −4⇥⇤(g||, z)

Laue representation

We can get Green’s function analytically with each boundary conditions.

13

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SLIDE 15

Effective screening medium (ESM)

(z) =

  • 1

if z ≥ z1 ∞ if z ≤ z1 ⇥ V (g⇤, z1) = 0 ∂zV (g⇤, z)

  • z=⇥ = 0

(z) = ∞ if |z| ≥ z1 ⇤zV (g⇤, z)

  • z=±⇥ = 0,

(z) = 1

neutral surface, polarized surface... STM, gate electrode... nano-structure in capacitor, zigzag pot.

(i) (ii) (iii)

slab slab

electrode

slab

electrode electrode

  • V (g, z1) = 0

V (g, −z1) = V0

M.O. and O. Sugino, PRB 73, 115407 (2006)

14

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SLIDE 16

Effective screening medium (ESM)

slab

electrode

slab

electrode electrode

G(i)(g⌅, z, z⇥) = 4π 2g⌅ eg⇥|zz| G(ii)(g⌅, z, z⇥) = 4π 2g⌅ eg⇥|zz| − 4π 2g⌅ eg⇥(2z1zz)

G(iii)(g⌅, z, z⇥) = 4π 2g⌅ eg⇥|zz| + 4π 2g⌅ e2g⇥z1 cosh{g⌅(z − z⇥)} − cosh{g⌅(z + z⇥)} sinh(2g⌅z1)

M.O. and O. Sugino, PRB 73, 115407 (2006)

15

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SLIDE 17

Total energy functional of the ESM method

E[⇤e, V ] = T[⇤e] + Exc[⇤e] + ⇤ dr

  • (r)

8⇥ |⇤V (r)|2 + ⇤tot(r)V (r) ⇥

Total energy functional

⇥[(r)⇥]V (r) = 4⇥⇤tot(r)

  • 1

2⇥2 + V (r) + ˆ VNL + Vxc(r) ⇥ ψi(r) = εiψi(r)

Generalized Poisson equation Kohn-Sham equation

E[ρ] = T[ρ] + Exc[ρ] + 1 2

  • drdr ρ(r)ρ(r)

|r − r| +

  • drvext(r)ρ(r) + Eion

V (r) =

  • dr ρtot(r)

|r − r| (r) = 1

conventional

V (r) =

  • drG(r, r)ρtot(r)

(r) : model dependent

ESM

V ➠ variable

δE δρe = 0 δE δV = 0

16

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SLIDE 18

Schematic animation of electrochemical interface simulation

ESM

  • J. Phys. Soc. Jpn 77, 024802 (2008)

17

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SLIDE 19

Electrochemical reaction

Pt Pt

e-

Q=-0.95 (e/cell)

Hydrogen adsorption reaction

H3O+ + e− → H2O + Had

  • J. Phys. Soc. Jpn 77, 024802 (2008)

18

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SLIDE 20

Outline

  • Introduction
  • Simulation platform for electrochemical interface
  • Effective screening medium (ESM) method
  • Constant bias potential (constant-μe) method
  • Hybrid simulation method: DFT+liquid theory 


(ESM-RISM)

  • Applications
  • Lithium Insertion/Desorption Reaction in Li-ion battery
  • Summary
  • Appendix (How to define the electrode potential from

DFT)

19

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SLIDE 21

Why we need a bias control?

Hydrogen adsorption reaction

Q=-0.95 (e/cell)

−2 2 4 6 8 1 2 3 4 5 6 7 −1 −0.9 −0.8 −0.7 −0.6 −0.5 −0.4 −0.3 −0.2 Fermi energy (eV) Excess charge Q(e) Time (ps)

Electron transfer

Pt Pt

e-

20

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SLIDE 22

Limitation of the original conventional DFT-MD

  • A. Lozovoi et al., JCP 115, 1661 (2001)

conventional simulation experimental simulation

21

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SLIDE 23

How to realize constant-μe system

rnew

i

SCF calculation Output:

F i

Input:

˙ ri = pi mi , ˙ pi = Fi

Atoms

  • Geometry
  • ptimizer (static)
  • Molecular

dynamics solver (dynamic) KS solver

rnew

i

Output: Input: ri, ne

Use the extended system method in molecular dynamics F i, Etot, µinst

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nnew

e

Input: Need to introduce a new mechanism

  • utside the SCF

loop. ⇓ Change the # of electron so that the Fermi energy render the target value

nnew

e

Output:

Fn ∝ µinst − µext

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22

(constant-ne)

slide-24
SLIDE 24

Grand canonical ensemble in electronic system

y ` 6

4 0 0 3 5 0 3 0 0 0 2 4 6 8 1 0 1 / p s 図 7 . 3 水 の 温 度 制 御 1=5psにおいて,温度7;,を300Kから350Kにあげた. E S に ` 6 0 0 0 4 0 0 0 2 0 0 0 0

2 0 0 0

7 。 5 バ リ ネ ロ ・ ラ ー マ ン の 方 法 月 ア 0 2 4 6 8 1 0 1 / p s 図7.4水のJ1モカ制御 =5psにおいて,圧力/4を1000atmから3000au11にあげた.

こ こ で は , 立 方 休 セ ル に 対 し 休 秘 レ を 一 ・ 般 化 座 標 と し て 運 助 方 程 式 を 導 い た . も ち ろ ん , 体 秘 ド の 代 わ り に セ ル の 一 辺 の 長 さ 乙 = 副 ( 7 . 5 3 ) を 変 数 と し て も か ま わ な い . さ ら に は , 直 方 体 セ ル に 対 し , 各 辺 の 長 さ

回 口 し

を 一 般 化 座 標 と し て , 三 つ の 方 向 の 圧 力 が そ れ ぞ れ

j に 以

( 7 . 5 4 ) ( 7 . 5 5 )

となるように制御することもできる.たとえば,鳥・=几=h11111として,八= 0.5atmのようにとれば,表而張力-定のMD計拿1:力41呼能となる.次節ではこ れ を さ ら に 拡 張 し て , セ ル の 傾 き ま で 自 山 度 を 与 え る こ と に よ り 圧 カ テ ン ソ ル P を 制 御 す る 方 法 を 示 す. 7 . 5 パ リ ネ ロ ・ ラ ー マ ン の 方 法 ここでは,基本セルの各辺の長さが自山に変わると|・り時に,セルの傾きも変 化 し , 圧 力 の 平 均 値 が ハ と 一 定 と な る よ う な M D 計 算 に つ い て 説 明 す る . こ れ に よ り , 紘 品 系 が 界 な る j 川 休 間 で の 相 転 移 や, 不 均 ・ 系 で の ひ ず み の な い MD計算が可能となる. 基 本 セ ル を 記 述 す る の に , 図 7 . 5 に 示 すよ う に 平 行 六 而 体 セ ル の 各 辺 を 表 す ペ ク トル a , 6 , c を 川 いて 行 列 1 を 定 義 す る . £=(aろc)

Conventional NPT MD simulation If we can introduce a fictitious motion for amount of charge , we can realize NVTμe MD simulation μ (eV) t (ps)

ne

vcell ˙ vcell = Pvcell Mvcell ˙ Pvcell = P − Pext

: Cell volume

Mvcell : Fictitious mass for variable cell ˙ ncell = Pncell Mncell ˙ Pncell = µ − µext

from Virial theorem

23

slide-25
SLIDE 25

Constant pressure MD (Andersen method)

  • H. C. Andersen, J. Chem. Phys. 72, 2384 (1980)

Lagrangian for extended system

  • Replace the coordinates by scaled 


coordinates , and the time derivative of is defined as ˙ ri = V

1 3 ˙

˜ ri where, is the fictitious mass of the cell. The Euler-Lagrange equation becomes W Instantaneous pressure (Virial theorem)

  • Consider the volume as a dynamics variable

ri = V

1 3 ˜

ri, (0 ≤ ˜ ri ≤ 1) LP = 1 2

N

X

i

miV

2 3 ˙

˜ r2

i − E({V

1 3 ˜

r}; ψ) + 1 2W ˙ V 2 − PextV 8 > > > > > < > > > > > : mi¨ ˜ ri = −V − 2

3 ∂E({V 1 3 ˜

r}; ψ) ∂˜ ri − 2 ˙ V 3V ˙ ˜ r W ¨ V = 1 3V " N X

i

miV

2 3 ˙

˜ r2

i − N

X

i

ri · ∂E({r}; ψ) ∂ri # − Pext ri ˜ ri ˜ ri

Pext L = V 1/3

time evolution

V 0

24

slide-26
SLIDE 26
  • Connecting the system to a potentiostat

to keep the Fermi energy of the system as target Fermi energy . µext

Constant-μ MD

  • Consider FCP as a dynamical variable
  • N. Bonnet et al., Phys. Rev. Lett. 109, 266101 (2012)

Instantaneous Fermi energy Lµ = 1 2

N

X

i

mi ˙ r2

i − E({r}; ψ) + 1

2M ˙ n2 − (−µextn) 8 > > > < > > > : mi¨ ri = −∂E({ri}; ψ) ∂ri M ¨ n = − ✓∂E({ri}; ψ) ∂n − µext ◆ M where, is the fictitious mass of FCP. The Euler-Lagrange equation becomes Lagrangian for extended system n e− e−

V µext

Time evolution

n0

25

slide-27
SLIDE 27

Constant pressure Constant chemical potential Pin < Pext Pin = Pext Pin > Pext V0 −δV δV V V n n δn −δn n0 µin > µext µin = µext µin < µext µext = hµini Pext = hPini Extensive var. Intensive var. Mean value Linearization 
 at equilibrium W ¨ V = Pin Pext ! Wδ ¨ V ' B V0 δV M ¨ n = µin µext ! Mδ¨ n ' 1 C δn B = −V0 ∂P ∂V 1 C = ∂µ ∂n Bulk modulus: Capacitance: Restoring force yields the oscillation around the bottom

26

slide-28
SLIDE 28

Statistical ensemble

By connecting an appropriate thermostat, e.g. Nosé thermostat, scaling method…, we can realize an isobaric and grand canonical ensembles.

Partition function Fluctuation of extensive variable

Isobaric Grand canonical (for electron)

H = 1 2

N

X

i

mir2

i + E({r}; ψ)

κ = 1 hV i ∂hV i ∂Pext = hδV 2i kBThV i C = ∂hni ∂µext = hδn2i kBT Compressibility Capacitance Y = ZZZ exp [−(H + PextV )/kBT] drdqdV H = 1 2

N

X

i

mir2

i + E({r}; ψ)

Ξµ = ZZZ exp [−(H − µextn)/kBT] drdqdn

Johnson-Nyquist noise

27

slide-29
SLIDE 29

How to realize constant-μ system

  • Fictitious charge particle

(FCP) is introduced with fictitious mass.

  • For static calculation, FCP is
  • ptimized by line minimization
  • scheme. We can obtain the

grand potential.

  • For MD simulation, FCP is

evolved by equation of motion for FCP. We can obtain the grand canonical ensemble.

  • FCP is updated at each atomic
  • step. (e.g., Geometry
  • ptimization step, MD step)

nnew

e

rnew

i

SCF calculation (constant-N) Output:

F i

Input: Input:

˙ ri = pi mi , ˙ pi = Fi

Atoms

  • Geometry
  • ptimizer (static)
  • Molecular

dynamics solver (dynamic) KS solver

rnew

i

Output:

nnew

e

Output: Input: ri, ne

˙ ne = Pne Mne ,

Fictitious charge particle (FCP)

  • FCP optimizer

(static)

  • FCP dynamics

solver (dynamic)

  • Phys. Rev. Lett. 109, 266101 (2012)

˙ Pne = F FCP = µ − µext

Etot, F i, F FCP F FCP

28

slide-30
SLIDE 30

NEB method in -space

F atom

i

, F FCP F atom

i

, F FCP F atom

i

, F FCP F atom

i

, F FCP

Constrained geometry optimisation

  • n hyperplane in -space

˜ E

FCP is also updated at each atomic step. ⇒no additional calculation cost

Searching the minimum energy path (MEP) using NEB with constant-μ

29

Ω

ΩP

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ΩR

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slide-31
SLIDE 31

Generalized force acting on atoms & FCP

Minimize instead of the total energy includes the potential derived from an external potentiostat. Force acting on atoms Force acting on FCP We need to consider the generalized force acting on atoms & FCP to

  • ptimize the geometry and μ.

E ˜ E µextn

30

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Ω = E − µextn

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F i = − ∂Ω ∂ri = − ∂E ∂ri

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F FCP = −∂Ω ∂n = −(µ − µext)

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slide-32
SLIDE 32

How to realize constant-μ system

  • Fictitious charge particle

(FCP) is introduced with fictitious mass.

  • For static calculation, FCP is
  • ptimized by line minimization
  • scheme. We can obtain the

grand potential.

  • For MD simulation, FCP is

evolved by equation of motion for FCP. We can obtain the grand canonical ensemble.

  • FCP is updated at each atomic
  • step. (e.g., Geometry
  • ptimization step, MD step)

nnew

e

rnew

i

SCF calculation (constant-N) Output:

F i

Input: Input:

˙ ri = pi mi , ˙ pi = Fi

Atoms

  • Geometry
  • ptimizer (static)
  • Molecular

dynamics solver (dynamic) KS solver

rnew

i

Output:

nnew

e

Output: Input: ri, ne

˙ ne = Pne Mne ,

Fictitious charge particle (FCP)

  • FCP optimizer

(static)

  • FCP dynamics

solver (dynamic)

  • Phys. Rev. Lett. 109, 266101 (2012)

˙ Pne = F FCP = µ − µext

Etot, F i, F FCP F FCP

31

slide-33
SLIDE 33

Test calculation (Pt-H2O interface)

−10 −8 −6 −4 5 5.2 5.4 5.6 5.8 6 6.2 6.4 0.1 0.2 0.3 0.4 Fermi energy (eV) Excess charge Q(e) Time (ps)

constant-N

Tatom = 353 K Q = 0.35 (e/cell)

constant-μ

µext = −6.0 eV T = 300 K Mne = 300 cm−1 Mξe = 100 cm−1 µext = −4.9 eV T = 300 K Mne = 300 cm−1 Mξe = 100 cm−1

32

slide-34
SLIDE 34

Outline

  • Introduction
  • Simulation platform for electrochemical interface
  • Effective screening medium (ESM) method
  • Constant bias potential (constant-μe) method
  • Hybrid simulation method: DFT+liquid theory 


(ESM-RISM)

  • Applications
  • Lithium Insertion/Desorption Reaction in Li-ion battery
  • Summary
  • Appendix (How to define the electrode potential from

DFT)

33

slide-35
SLIDE 35

ESM-RISM method

Reference Interaction Site Model

3.Screening in diffuse layer 4.Origin of electrostatic potential

Effective Screening Medium method

  • Phys. Rev. B 73, 115407 (2006)
  • Phys. Rev. Lett. 109, 266101 (2012)

Constant-μ method ESM method 1.Strong electric field in Helmholtz layer 2.Bias potential control

Simulation platform for electrochemical interfaces

34

  • Phys. Rev. B 96,115429 (2017)
slide-36
SLIDE 36

ESM-RISM method

Reference Interaction Site Model

3.Screening in diffuse layer 4.Origin of electrostatic potential

Simulation platform for electrochemical interfaces

electrode

+ + +

  • +
  • +
  • electrode

+ + +

  • +
  • +
  • 1mol/L NaCl (aq)
  • Explicit solvation model
  • Implicit solvation model
  • All atom calculation
  • BOMD, CPMD, …
  • Classical liquid theory
  • JDFTx, ENVIRON, PCM,…

35

  • Phys. Rev. B 96,115429 (2017)
slide-37
SLIDE 37

Concept of DFT+continuum medium hybrid method

36

⇥[(r)⇥]V (r) = 4⇥⇤tot(r)

Generalized Poisson equation

ρtot = ρDFT + ρsolv E[⇤e, V ] = T[⇤e] + Exc[⇤e] + ⇤ dr

  • (r)

8⇥ |⇤V (r)|2 + ⇤tot(r)V (r) ⇥

Total energy functional

  • 1

2⇥2 + V (r) + ˆ VNL + Vxc(r) ⇥ ψi(r) = εiψi(r)

Kohn-Sham equation

E[ρ] = T[ρ] + Exc[ρ] + 1 2

  • drdr ρ(r)ρ(r)

|r − r| +

  • drvext(r)ρ(r) + Eion

V ➠ variable

δE δρe = 0 δE δV = 0

PCM: Environ RISM: ESM-RISM CDFT: JDFT

slide-38
SLIDE 38

Concept of DFT+continuum medium hybrid method

36

⇥[(r)⇥]V (r) = 4⇥⇤tot(r)

Generalized Poisson equation

ρtot = ρDFT + ρsolv ρsolv ρDFT PCM, RISM, CDFT

slide-39
SLIDE 39

Concept of DFT+continuum medium hybrid method

V (r) =

  • dr ρtot(r)

|r − r| (r) = 1

PCM, JDFT

(r) : model dependent

ESM

V (r) = Z dr0GMBC(r, r0)ρtot(r0)

Laue representation

h @z {✏(z)@z} − ✏(z)g2

k

i V (gk, z) = −4⇡⇢tot(gk, z)

Open boundary condition

8 > > > < > > > : GMBC(gk, z, z0) = 4π 2gk egk|zz0| GMBC(rk − r0

k, z, z0) =

1 q |rk − r0

k|2 + (z − z0)2

@zV (gk, z)

  • z=±1 = 0,

✏(z) = 1

37

⇥[(r)⇥]V (r) = 4⇥⇤tot(r)

Generalized Poisson equation

ρtot = ρDFT + ρsolv

slide-40
SLIDE 40

Concept of DFT+continuum medium hybrid method

E[⇤e, V ] = T[⇤e] + Exc[⇤e] + ⇤ dr

  • (r)

8⇥ |⇤V (r)|2 + ⇤tot(r)V (r) ⇥

Total energy functional

⇥[(r)⇥]V (r) = 4⇥⇤tot(r)

  • 1

2⇥2 + V (r) + ˆ VNL + Vxc(r) ⇥ ψi(r) = εiψi(r)

Generalized Poisson equation Kohn-Sham equation

E[ρ] = T[ρ] + Exc[ρ] + 1 2

  • drdr ρ(r)ρ(r)

|r − r| +

  • drvext(r)ρ(r) + Eion

V (r) =

  • dr ρtot(r)

|r − r| (r) = 1

PCM, JDFT

(r) : model dependent

ESM

V ➠ variable

δE δρe = 0 δE δV = 0

V (r) = Z dr0GMBC(r, r0)ρtot(r0)

38

slide-41
SLIDE 41

Continuum Genealogy

  • Tomasi and Persico, Chem. Rev. 94, 2027 (1994).
  • Tomasi, Mennucci, Cammi, Chem. Rev. 105, 2999 (2005).

39

Born 1920 Bell 1931 Kirkwood 1934 Onsager 1936 Debye Huckel 1923 D-PCM 1981 COSMO 1993 IEF-PCM 1997 Fattebert Gygi 2002 Cococcioni 2005 SCCS 2012 Soft Sphere 2017 Joint-DFT 2005 dd-COSMO 2013 SVPE SS(V)PE 1997 I-PCM 1994 SCI-PCM 1995 ONETEP 2011 JDFT-PB 2012 SALSA 2015 CANDLE 2015 GB 1994 Scherlis 2006 Dabo PB 2008 ESM 2006 FHI 2016 Vasp-sol 2016 3D-RISM ESM 2017 SMX 2000-now

By courtesy of O. Andreussi

slide-42
SLIDE 42

Implicit solvation models

Classical Density Functional Theory (CDFT) Ornstein–Zernike (OZ) equation Reference Interaction Site Model (RISM)

Accuracy

Joint Density Functional Theory (JDFT) PCM · · · Variant of JDFT · · ·

41

slide-43
SLIDE 43

What is the RISM theory?

Ornstein-Zernike equation

8 < : h(r1, r2) = c(r1, r2) + Z dr3c(r1, r3)ρ(r3)h(r3, r2) h(r1, r2) = g(r1, r2) − 1 h(12) = c(12) + Z d(3)c(13)ρ(3)c(32) + Z d(3)d(4)c(13)ρ(3)c(34)ρ(4)c(42) · · ·

1 2 3 4 ρ(4)

Z d(3) Z d(4)

42

Total correlation function Direct correlation function Pair distribution function

slide-44
SLIDE 44

1D-RISM

1D-RISM equation Closure relation (Kovalenco-Hirata) Interaction between atomic sites (Lennard-Jones + Coulomb)

8 > > > > > < > > > > > : hαγ(r) = X

µν

Z dr0 Z dr00ωαµ(|r − r0|)cµν(|r0 − r00|)χνγ(r00) ωαµ(r) = 1 4πr2 δ(r − lαµ) χνγ(r) = ωνγ(r) + ργhνγ(r)

gαγ(r) = ( exp [−βuαγ(r) + hαγ(r) − cαγ(r)] for gαγ ≤ 1 1 − βuαγ(r) + hαγ(r) − cαγ(r) for gαγ > 1

8 > > > > < > > > > : uαγ(r) = 4✏αβ ⇣αβ r ⌘12 − ⇣αβ r ⌘6 + qαqγ r ✏αβ = √✏α✏γ αγ = α + γ 2

43

Bulk liquid ex) 1ML NaCl@Water

slide-45
SLIDE 45

3D-RISM

!"($) !&($)

3D-RISM equation Closure relation (Kovalenco-Hirata) Interaction between atomic sites (Lennard-Jones + Coulomb)

gγ(r) = ( exp [−βuγ(r) + hγ(r) − cγ(r)] for gγ ≤ 1 1 − βuγ(r) + hγ(r) − cγ(r) for gγ > 1

uγ(r) = X

A

4✏γA "✓ γA |r − RA| ◆12 − ✓ γA |r − RA| ◆6# + Z dr0 qγ⇢DF T |r − r0| 8 > > > < > > > : χνγ(r) = X

g

χνγ(g)eig·r hγ(r) = X

ν

Z dr0cν(r0)χνγ(r0 − r)

From 1D-RISM

44

ρsolv ρDFT RISM

χ

slide-46
SLIDE 46

Laue-RISM

Laue-RISM equation Closure relation (Kovalenco-Hirata) Interaction between atomic sites (Lennard-Jones + Coulomb)

gγ(r) = ( exp [−βuγ(r) + hγ(r) − cγ(r)] for gγ ≤ 1 1 − βuγ(r) + hγ(r) − cγ(r) for gγ > 1

From 1D-RISM

8 > > > < > > > : χνγ(gk, z0 − z) = 1 2π Z 1

1

dgzχνγ(g)eigz(z0z) hγ(gk, z) = X

ν

Z dz0cν(gk, z0)χνγ(gk, z0 − z) uγ(r) = X

A

4✏γA "✓ γA |r − RA| ◆12 − ✓ γA |r − RA| ◆6# + Z dr0GMBC(r, r0)⇢DFT(r0)

45

slide-47
SLIDE 47

Al - NaCl aqueous interface

QM cell Al 10Å 20Å RISM extend cell RISM(NaCl(aq), 5mol/L

1 2 3 4 Density (1/Å) gO(z) gH(z) 0.04 0.08 0.12 −15 −10 −5 5 10 15 20 25 30 35 40 Density (1/Å) Length(Å) gNa(z) gCl(z)

Electrostatic potential

−20 −15 −10 −5 Energy(eV) VQM 0.5 1 Energy (eV) Vsolv −20 −15 −10 −5 −15 −10 −5 5 10 15 20 25 30 35 40 Energy (eV) Length(Å) Vtot

QM RISM Total

46

slide-48
SLIDE 48

Al/NaCl溶液界面(電気二重層)

−20 −15 −10 −5 Energe(eV) VQM 5 10 Energy (eV) Vsolv −20 −15 −10 −5 −15 −10 −5 5 10 15 20 25 30 35 40 Energy (eV) Length(Å) Vtot

1 2 3 4 Density (1/Å) gO(z) gH(z) 0.04 0.08 0.12 0.16 −15 −10 −5 5 10 15 20 25 30 35 40 Density (1/Å) Length(Å) gNa(z) gCl(z)

−20 −15 −10 −5 5 10 Energe(eV) VQM −10 −5 Energy (eV) Vsolv −20 −15 −10 −5 −15 −10 −5 5 10 15 20 25 30 35 40 Energy (eV) Length(Å) Vtot

1 2 3 4 Density (1/Å) gO(z) gH(z) 0.04 0.08 0.12 0.16 −15 −10 −5 5 10 15 20 25 30 35 40 Density (1/Å) Length(Å) gNa(z) gCl(z)

Al -

  • Al

+ + + +

  • +

+ + +

QM RISM QM RISM Total Total

47

slide-49
SLIDE 49

RISM vs. Debye Hückel

LJ parameter of Pt is fitted by Xe-Pt DFT potential.

  • 250
  • 200
  • 150
  • 100
  • 50

3 4 5 6 7 8 9 10

Energy [meV] Xe-Pt distance [A]

vdW-DF2-B86R Lennard Jones

1 2 3 4 5 6 7 8 10 20 30 40 50 60 70 80 Normarized distribution z-Ztop [Angstrom]

  • 1.2uC/cm2
  • 0.24uC/cm2

0uC/cm2 +0.24uC/cm2 +1.2uC/cm2

Double layer distance

@PZC

Na+ distribution (0.02M)

0.6 0.7 0.8 0.9 1 1.1 1.2 1.3 1.4 10 20 30 40 50 60 70 80 Normarized distribution z-Ztop [Angstrom] Na+ 2M Na+ 0.2M Na+ 0.02M Cl- 0.02M

48

slide-50
SLIDE 50

Outline

  • Introduction
  • Simulation platform for electrochemical interface
  • Effective screening medium (ESM) method
  • Constant bias potential (constant-μe) method
  • Hybrid simulation method: DFT+liquid theory 


(ESM-RISM)

  • Applications
  • Lithium Insertion/Desorption Reaction in Li-ion battery
  • Summary
  • Appendix (How to define the electrode potential from

DFT)

49

slide-51
SLIDE 51

Solvation process of Li-ion

EC, LiPF6(1ML) Li+

e−

Li+

e− e−

Li+ Li+ Graphite, LCO

DFT RISM

e−

constant-μ

V

µext

Calculation cell

50

  • J. Haruyama, et. al., MO, J. Phys. Chem. C, 122, 9804(2018)
slide-52
SLIDE 52

Electrochemical impedance spectroscopy (EIS) measurements

Typical EIS of Conventional LIB cell LiCoO2|EC3:EMC7 LiPF6 1M|Graphite

  • S. S. Zhang, K. Xu, and T. R. Jow, Electrochemica Acta 49, 1057 (2004).

In the fully charged and discharged states as well as at the low temperatures (≤20◦C), the Rcell of the Li- ion cells is predominated by the Rct. Temperature-dependence of Rct @0.2 V vs. Li/Li+

  • T. Abe, H. Fukuda, Y. Iriyama, and Z. Ogumi, J. Electrochem. Soc. 151,

A1120 (2004).

The activation energies were evaluated to be around 50-60 kJ/mol (0.5-0.6 eV). These values are very large compared to lithium ion conduction in active materials.

51

slide-53
SLIDE 53

Definition of the electrode potential (Calculation)

Li reaction path LiC12 slab + Li (DFT) EC LiPF6 1M solution (RISM) r

  • J. Haruyama, et. al., MO, JPCC(2018)

Remove from bulk region Remove from edge

52

  • 3.0
  • 3.5
  • 4.0

µe (eV)

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  • 5.0
  • 6.0
  • 7.0

0.0 0.5 1.0 Potential (V vs. Li/Li+)

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2.0 3.0 4.0 µpzc

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µe(LiC12) − µe(Li) = ∆G/nF

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µe(Li/Li+) = −3.08 eV

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µe(LCO)

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Fermi energy Electrode pot.

slide-54
SLIDE 54
  • We have developed a series of simulations methods to

simulate the electrode/electrolyte interface.


  • We can define the reference electrode potential which is

consistent with thermodynamics and electrochemistry.


  • Our simulation technique is applicable many

electrochemical systems, such as secondary ion batteries, fuel cells, collision, electroplating, ion exchange membrane

Summary

53