3D 3D-Elect Electroch ochemist emistry Designin igning g and - - PowerPoint PPT Presentation

3d 3d elect electroch ochemist emistry
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3D 3D-Elect Electroch ochemist emistry Designin igning g and - - PowerPoint PPT Presentation

3D 3D-Elect Electroch ochemist emistry Designin igning g and resolving olving the microstru ostructure ture of an electr ctrod ode Gata tan Dambla mblanc nc Ext xten ension sion to the Development lopment Additi tion on of


slide-1
SLIDE 1

3D 3D-Elect Electroch

  • chemist

emistry

Designin igning g and resolving

  • lving the

microstru

  • structure

ture of an electr ctrod

  • de

Gaëta tan Dambla mblanc nc

slide-2
SLIDE 2

Additi tion

  • n of a 3D electr

ctroch

  • chem

emist stry y mode del Applies to idealised or ‘real’ geometries

Battery Cell Battery modules/packs In Situ Increasing Length Scale

Ext xten ension sion to the Development lopment

MicroStructure Modeling Battery tery Simulation ulation Module

slide-3
SLIDE 3

Motiv ivat ations ions What is a Li Li-ion ion Batt tter ery? y? Designin igning g the microst

  • structure:

cture: The 3D approac

  • ach

STAR-C

  • CCM+

CM+ Li Li-ion ion Batt tter ery y Cell ll Model Exam ample ple of a 3D Numeric erical al model el Future ure developments

  • pments and conclusion

usion Agenda da

slide-4
SLIDE 4

Cost st reduc educti tion

  • n for the

e design ign

– Minimise the number of tests and experiments – Identify at the early stages of the development potential problems

Process cess and resear search ch speed ed up up

– Parameterisation and optimisation methods

Impr mprovem emen ent t of the e un under derst stand anding ng of the e phenome nomena na taking ing place

– Performance – Ionic and electronic transport – Ageing – Short circuit

Motiv ivat ations ions

slide-5
SLIDE 5

What is a Lithium hium -ion n Batt tter ery? 𝑴𝒋𝑫𝒑𝑷𝟑 𝑴𝒋𝟐−𝒚 𝑫𝒑𝑷𝟑 + 𝒚𝑴𝒋+ + 𝒚𝒇− 𝒚𝑴𝒋+ + 𝒚𝒇− + 𝟕𝐃 𝑴𝒋𝒚𝑫𝟕

Posit itive e and d nega gativ tive half reacti tions

  • ns for a LiCoO

CoO2 cathode hode:

slide-6
SLIDE 6

The e elec ectr trode des s are made de of porou

  • us

s activ tive e materi erials als placed ed in a liqui uid non-aqueo eous us electr ectroly

  • lyte

What is inside ide a Li Li-ion ion Electr ectrod

  • de?

e?

+

slide-7
SLIDE 7

Geom

  • metrical

trically ly resol

  • lved electr

ectrode

  • de

– Interfacial surface area – Volume/porosity fraction – Tortuosity

Local cal interac eractions tions

– Voltage distribution – Li-ion pathways – Li-ion concentration – Short circuiting – Thermodynamic effects – SEI growth

Materia erial int nteractions eractions

– Active material – Liquid or Solid Electrolyte – Binders, conductive additives

Contract traction

  • n and Expansi

ansion

  • n

– During the intercalation process

Advanta ntages ges of the 3D approac

  • ach

SEI Tortuosity

slide-8
SLIDE 8

The Li Li-ion ion Batt tter ery y Cell l model el

Section across a typical Li-ion cell

Solid particles structure is to be resolved or represented by a simpler, regular structure (e.g. cylinders, grid etc.)

Geometry-resolved model

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SLIDE 9

We suggest est to discreti tize ze separat ratel ely y solid and d fluid regions

  • ns within

in an electr trod

  • de,

e, with the desired d level of comp mple lexi xity ty Within in solid struc ucture ture, one can n accou count t for acti tive and d passive e mater eria ials (e.g. activ ive e mater eria ial and condu duct cting ing aid). Chemical cal react ctions ions take e place ce at the solid-elect electrol

  • lyt

yte e inter erpha hase (SEI): ): standar ndard d form of equa uations tions can an be used, with special al cond nditi ition

  • ns at

inter erface ces. The model of a Li Li-ion n batter ery y requi uires res solution ion of the following ing equa uations: tions:

– Salt concentration in electrolyte; – Concentration of Li in solid part of electrodes; – Potential in solid; – Potential in electrolyte; – Thermal energy.

Flow will initia tiall lly y be neglect ected ed, but may y be included luded in the future ure (as well as volume me chan ange ge during ing charging rging and d discharging harging to accou

  • unt

nt for expansi ansion

  • n/c

/cont

  • ntra

ract ction).

  • n).

Crucia cial: l: cond nditions itions at the inter erfac aces.. s...

The Li Li-ion ion Batt tter ery y Cell l model el

slide-10
SLIDE 10

Lith thium m (Li+) ) is transp nspor

  • rted

ed into

  • and out

ut of particles cles by diffusi sion

  • n:

We assume here a binary electrolyte and express the conservation equation for Li-salt in the liquid phase as follows The potential in the solid phase, Φ1, is computed from the following equation: The e pot

  • tenti

ential al in liqui uid, , Φ2, can be comput puted d from

  • m the follo

lowing wing equa uati tion

  • n:

The main n equati tions

  • ns
slide-11
SLIDE 11

Interface ce Condition itions

Local l curre rrent t density ity at solid activ ive surfac face e is modelled lled as (Butt ttler ler-Vol

  • lmer

er relati tion

  • n):

cs – Site concentration of solid phase

(maximum possible value of c1). k – Rate constant Rsei – Solid-electrolyte-interface resistance Ueq – Equilibrium potential of the active material with

slide-12
SLIDE 12

The 3D Numeri rical al Model l Definition nition

  • Cathod

hode Colle llector

  • r – Alumin

minum m foil 10µm m thick (δkp), ,

  • Cathod

hode activ ive e mater erial ial – LiMn2O4 80µm thick (δp) p), , partic ticle le diame ameter er 10µm, m, target porosity

  • sity 40%
  • Separ

arator

  • r - 10µm

m thick (δs) s), , porosity

  • sity 40%,

, Mac acMull Mullin in number ber 5

  • Anode
  • de activ

ive mater erial ial – Grap aphit hite e 96µm m thick (δn) n), , particle icle diame ameter er 20µm, m, target t porosit

  • sity 40%
  • Anode
  • de Colle

llector

  • r – Copper

er foil 10µm m thick (δkn)

  • Elec

ectr trolyte – et ethylene lene car arbonat

  • nate/e

e/eth thyl l met ethyl l car arbo bonat ate e 50:50 mix, , salt t - LiFP6

  • Over

erall all unit cell ell dimen mensions sions - 25 µm by 25 µm by 206 µm

15 15

slide-13
SLIDE 13

16 16

Model l De Definit nition ion - Catho thode de

Polyhedral mesh 2.8 million cells Solid & electrolyte resolved STAR-CCM+ CAD tool 40% Porosity

slide-14
SLIDE 14

17 17

Model l De Definit nition ion - Ano node

Polyhedral mesh 1.2 million cells Solid & electrolyte resolved STAR-CCM+ CAD tool 40% Porosity

Anode Active Material - Graphite

slide-15
SLIDE 15

Mesh Det etails ails

18 18 Conf nform

  • rmal

l Mes esh Prism ism Layer yer at th the SEI Ac Active ive Materi erial al Ele lectroly trolyte te

slide-16
SLIDE 16

The full electr ctrod

  • de

e to be resolv solved ed – Mesh view

Symmetrical boundaries

  • n all external walls
slide-17
SLIDE 17

The e proper perti ties es of the e Active Material rial are defined ined in the e physics sics continu ntinua

– Electrical conductivity – Diffusion coefficient – The parameter can also account for a dependence on the Temperature and Li-Ion Concentration

The e But utler er-Volm lmer er relat elations ions parame meter ers are define ined d in a panel el un under er the e relevant ant Liquid/So uid/Soli lid d phases ses inter erface ces

The Physic sics s set et-up up and Butler tler-Volm

  • lmer

er relat ation

slide-18
SLIDE 18

Open questions:

  • After setup: cell capacity (Ah / coulomb)
  • During simulation: State Of Charge (SOC) and

corresponding Open Circuit Voltage (OCV)

  • Additional: average electrode concentrations to reinitialize at different SOC / OCV

Provide only:

  • Initial Setup (electrode regions & initial conditions)
  • (Open Circuit) Voltages where cell is defined as fully

charged / discharged Report computes amount of Li+ which can be shuttled between electrodes until upper / lower voltage attained

Re Report rt for r Batt ttery ery Ce Cell ll state ate

slide-19
SLIDE 19

Re Report rt for r Batt ttery ery Ce Cell ll state ate

Resu sult lts: s:

C/10 full dischar harge ge rest

slide-20
SLIDE 20

Resu sults lts during ing Charge rge

Lith thium m salt conc ncentra ntrati tion

  • n at 3 transient

nsient points nts throu

  • ugh

gh a charge ge 24 24 3D model 1D model

slide-21
SLIDE 21

Solid lid Phase ase Concen entr trat ation ion – Liquid uid Phase se Electric ctric Poten enti tial al

1 min 2 min 3 min

slide-22
SLIDE 22

Li Li-ion ion Concen entration tration diffusion usion in solid id phase

slide-23
SLIDE 23

Elect ectric ic Poten enti tial al in Elect ectrolyt

  • lyte
slide-24
SLIDE 24

Next xt Steps ps and Conclusion clusion

Initia itial l results ts prese sent nted ed Pub ublicat cation ion of valida dati tion

  • n paper

Begi gin n workin king g with h externa ernal l us users s Available able in STAR AR-CC CCM+ M+ 7.06 06 Fut uture ure developme elopments nts

  • Impr

mprove e the e mode del bui uild ld process cess

  • Extend work to “real” geometries
  • Model

del half-elect electrod

  • de

e to focus on the e Catho hode de or An Anode de desi sign gn

  • Measure

sure SEI EI overpo poten ential tial 28 28

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SLIDE 25

Many y thanks anks to my colleagues leagues who ho actively ely work on this s inno novat ative e topic

– Dr Robert Spotnitz from Battery Design LLC – Milovan Peric – Steve Hartridge – Boris Kaludercic – Christian Walchshofer

THANK YOU!

Aknowled wledgem gement nt