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EXAFS in Electrochemistry Nebojša Marinković Synchrotron Catalysis Consortium and Department of Chemical Engineering, Columbia University

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Page 1: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

EXAFS in Electrochemistry

Nebojša Marinković

Synchrotron Catalysis Consortium and Department of Chemical Engineering, Columbia University

Page 2: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

5 Å 5 µm

1-2 atomic layers are involved in electrocatalysis

Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm = 50,000 Å.

X rays

In ideally flat Pt surface, only about 1 in 11,000 Pt atoms (0.01% surface atoms) is affected by the electrochemical process. Its XAS signal is averaged out.

X rays

Traditional Flat-surface electrochemical system

Nanoparticles

•309 total atoms •162 surface atoms •(52% surface atoms) 2.5 nm

Flat surfaces, nanoparticles, fuel cells

X rays

2

Fuel cell system

Better utilization of metallic surfaces

Page 3: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

X-ray absorption spectroscopy (XAS) needs a source of 1010 photons/sec and 1 eV resolution, requrements only met with synchrotron sources.

XAS needs Synchrotron

Synchrotron produces white light, like sun.

SSRL

NSLS II Synchrotrons widely available around the globe. Many synchrotrons have more than one experimental station (beamline) for XAS measurements.

3

Page 4: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

XAS Schematics

transmission

fluorescence

slits

Ion chambers

catalyst

It=Ioe -µd

µ(E) ~ log I0/It

µ(E) ~ If / Io

White x-ray beam passes through double-crystal Si(hkl) monochromator. Bragg relationship determines the wavelength of the x-rays that are directed towards the slit.

If

I0 It Ir reference foil

Appropriate thickness: Transmission - best choice. Too thin or too thick samples: - fluorescence.

Absorption coefficient µ(E) contains information on local geometry, oxidation state and 3-D position of neighbors.

µ(E) ~ - log Ir/It

Synchrotron

white beam

E (eV) = 1977.1 / sin θ

Behr’s law

Si(111)

monochromatic beam

4

Page 5: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

XAS operation principle X-rays excite a core electron. Photoelectron propagates and scatters from the electron cloud of neighboring atoms. The interaction of the scattered photon with incident photons produces the wiggly part of the spectrum that contains information on the environment around the central atom.

1st shell

2nd shell

3rd etc. shell

5

Page 6: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Charge transfer Pt d to Ge

Pt L2 edge

Pre-edge

Eo

X-ray Absorption Near-Edge Spectroscopy (XANES)

Extended X-ray Absorption Fine Structure (EXAFS)

Qualitative determination

Quantitative determination µ(E) ~ 1/E4

6

Eo

Page 7: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

In situ XAS cell

X-ray path

Ref. electrode

Counter electrode

Working electrode

Solution inlet

Electrochemistry without gas evolution

7

Sandwich-type Nafion-membrane separates anode and cathode half-cell. Allows in-situ XAS transmission and fluorescence measurements.

Double layer

OH ads. H ads. O2 evol.

H2 evol.

0 1.2 1.6 0.4

i, m

A cm

-2

E, V (RHE)

0.6

-0.6

Page 8: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

In situ XAS Cell for Extreme Potentials

working electrode

incident x-rays

fluorescent x-rays

PIPS detector

100 µm Mylar

Pt catalyst on carbon paper

reference electrode

counter electrode

plastic container

0.1 M HClO4

0

0.5

1

1.5

2

0 0.5 1 1.5 2 2.5 3

(∆µ

- ∆µ 0.

47V)/∆

µ 0.47

V

E, V RHE

0

0.5

1

1.5

2

11555 11565 11575 11585 11595

1.97 V2.17 V2.37 V2.57 V

norm

aliz

ed a

bsor

ptio

n, µ

energy, eV

The white line intensity starts to decrease above 1.9 V

White line height is proportional to d-band vacancy

Electrochemistry with gas evolution Eo

K. Sasaki et al., ACS Catalysis 6 (2016) 69; ibid, in preparation.

8

Page 9: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Oxidation of Pt nanoparticles on carbon

a

b

Isosbestic points Pt in two chemical states with total conc. unchanged

Direct PtPtO2 transition

∆µ method isolates surface-adsorbate interactions as metal-metal interactions are subtracted out.

∆µ = ∆µ(E) – ∆µ(E0.41V)

XANES Region

9

Page 10: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Linear combination (LCA) analysis

d = 2.6 nm

K.Sasaki, N.Marinkovic,et al., ACS Catalysis 6 (2016) 69

10

Because of the direct Pt PtO2 transition, spectrum at any potential can be fitted by the linear combination of the spectra: A (Spectrum Pt) + (1-A) (Spectrum PtO2).

Page 11: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

χ(k) = j S02 Nj exp (- ) exp (-2k2σj

2) sin[2kRj + δj(k)] fj(k) kRj

2 2Rj λ(k) Σ

R – absorber-scatterer distance (in Å) σ2 - mean-square variation in R k – photoelectron wavenumber (in Å-1) N – number of identical scatterers S0

2 – amplitude reduction factor λ – photoelectron free path f – scattering probability δ – phase shift

k = [ 2m (E-Eo) ] ½

S02 – property of absorbing

atom

exp (-2k2σj2) – Debaye-Waller

factor, includes static and temperature disorder in R

exp (- ) – probability that

photoelectron traverses 2R distance without loss of energy

1 h

2Rj λ(k)

EXAFS Equation

Amplitude Dumping factors Phase shift

N, R - from crystal lattice S0

2 – from metal foil f, λ, σ, δ - fitted

k2 χ(k

)

k (Å-1) Inelastic losses Debaye-Waller 11

Page 12: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

EXAFS fitting of SnO2 EXAFS treatment is based on fitting the experimental spectrum to the theoretical one; the latter is obtained from crystallographic structure.

Absorbing atom

Literature

Program produces Cartesian coordinates for all Sn and O atoms in a defined cluster size. Sn

o

12

Page 13: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

0

0.2

0.4

0.6

0.8

1

1.2

1.4

1.6

0 1 2 3 4 5 6R (Å)

Sn K-edge

- - - - - Data--------- Fit

Fitting

Sn-O

Sn-Sn

Sn k-edge - - - data --- fit

Cartesian coordinates are used by FEFF, an automated program for ab-initio multiple scattering calculations in XAFS.

Program matches the theoretical spectrum produced by FEFF with the experimental one by fitting parameters f, λ, σ, δ.

13

Page 14: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Ethanol – choice of fuel Oxidation of any alcohol follows the oxidation path:

On Pt, oxidation goes to CH3CHO, or CH3COOH. Potentials much higher than practical limit for fuel cells (0.6 V) are needed to oxidize it further.

CnH2n+1OH + (2n-1) H2O n CO2 + 6n H+ + 6n e-

Reason: C-C bond cannot be oxidized.

Pt-Rh-SnO2 catalyst splits the C-C bond A.Kowal et al, Nature Mat. 8 (2009) 325.

Anode catalysts

14

Page 15: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Pt-Rh-SnO2 – X-ray Diffraction

10 20 30 400

5000

10000

15000

Before EXAFS After EXAFS Platinum SnO2

Inten

sity

(a.u

.)

Two Theta (degrees)

Particle size: d =

0.9 λ W cos θ

where: λ = 0.384 Å W= FWHM (in rad) θ – peak angle

d ~ 4 nm

Additional peaks visible after CV or in situ EXAFS correspond to SnO2

No changes in Pt/Rh peaks

Random alloy, lattice const. 3.897 Å

Before CV / XAS After CV / XAS Rh / Pt SnO2

Pt-Pt: 3.924 Å

Rh-Rh:3.803 Å

A.Kowal et al, Nature Mat. 8 (2009) 325.

15

Page 16: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Constructing Rh-Pt bimetallic lattice

Add another element around absorbing atom

Construct the lattice for Rh, using the lattice constant that is between those of Pt and Rh. Produce Cartesian co-ordinates for all Rh atoms; exchange one atom of Rh in the first shell with Pt. Pt

Rh

Pt Rh

Repeat the process for Pt, exchange one atom Pt with Rh.

16

Page 17: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Ternary system: Pt-Rh-SnO2

0

0.2

0.4

0.6

0.8

1

1.2

0 1 2 3 4 5 6

datafit

FT M

agni

tude

, A-3

R, A

Pt L3 edge - PtRhSnO2

°

°

0

0.2

0.4

0.6

0.8

1

1.2

0 1 2 3 4 5 6

datafit

FT M

agni

tude

, A-3

R, A

Pt L3 edge - PtRhSnO2

°

°

0.41V

23200 23220 23240 23260 232800.0

0.2

0.4

0.6

0.8

1.0

1.2

Norm

alize

d Abs

orpti

on / a

.u.

Energy / eV

E / V vs. RHE 0.21V 0.41V 0.71V 0.91V 1.11V

Rh K-edge

0

0.2

0.4

0.6

0.8

1

1.2

1.4

11540 11560 11580 11600 11620

0.21 V0.41 V0.71 V0.91 V1.11 V

Nor

mal

ized

Abso

rptio

n / a

.u.

Energy / eV

Pt L3 edge

E / V vs. RHE

A.Kowal et al, Nature Mat. 8 (2009) 325.

- - - data ---- fit - - - data

---- fit Pt

Rh

0

0.4

0.8

1.2

0 1 2 3 4 5 6

datafit

FT M

agnit

ude,

A-3

R, A

Rh K edge - PtRhSnO2

°

°

0

0.4

0.8

1.2

0 1 2 3 4 5 6

datafit

FT M

agnit

ude,

A-3

R, A

Rh K edge - PtRhSnO2

°

°

0.41V

Pt Rh

17

Page 18: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

EXAFS Fitting Constrains: Provide better fit; Reduce # independent variables

ICP-AIS analysis data: Pt: Rh: Sn = 1.46: 1: 0.513

x (Rh) x (Pt)

0.41 0.59 =

Mole ratio: R (Pt-Rh) = R (Rh-Pt)

σ 2 Pt-Rh

σ 2 Rh-Pt

=

N (Pt-Rh) N (Rh-Pt)

x (Rh) x (Pt) =

NRh-Rh = 4.6 0.6 +

+ NPt-Pt = 6.5 0.6

+ NRh-Pt = 6.2 0.7

+ NPt-Rh = 3.0 0.3

Metal-Metal Coordination numbers:

NRh-M = NRh-Rh + NRh-Pt = 10.8 + 0.8

NPt-M = NPt-Pt + NPt-Rh = 9.5 + 0.8

NRh-M ~ NPt-M consistent with homogeneous distribution of Pt and Rh throughout the particle.

Sn is not in the first shell of Pt and Rh. O is. Since NPt-M ≈ NRh-M, the Pt and Rh atoms

are homogeneously distributed throughout the nano-particles. From NRh-

Pt and NPt-Rh the average composition of the nanoparticles is: x(Rh)/ x(Pt) = =NPt-Rh/NRh-Pt = 0.48 ± 0.1), in reasonable agreement with the molar ratio obtained by Inductively Coupled Plasma Atomic Ionization Spectroscopy (ICP-AIS).

x (Rh) x (Pt)

1 1.46 =

= 0.68 + 0.1

SnO2

Pt-Rh/SnO2 structure

M.Li, N.Marinkovic, K.Sasaki, Electrocatalysis 3 (2012) 376. 18

Page 19: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

19

Hydrogen Evolution Reaction (HER)

Elementary steps for HER:

H2O + e- H(ads) + OH- (Volmer) H2O + H(ads) + e- H2(g)+ OH- (Heyrovsky) 2H(ads) H2(g) (Tafel)

H3O+ + e- H(ads) + H2O (Volmer)

H3O+ + H(ads) + e- H2(g)+ H2O- (Heyrovsky)

2H(ads) H2(g) (Tafel)

Acidic solution

Alkaline solution

• Rate is controlled by the coverage θ of the intermediate H(ads) • H(ads) is the function of the electrode potential Solla-Gullon et al., PCCP 10 (2008) 1349.

Pt(100) Pt(111)

Page 20: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

20

∆µ = ∆µ(E) – ∆µ(E0.45V)

Hydrogen adsorption on Pt/C nanoparticles

HER (contd.)

Preliminary data of Hads in acidic and alkaline media show: • similarities (negative peak at 11,564 eV, and positive at 11,572 eV)

Different types of Hads

Pt edge 11,564 eV

• differences (peak at 11,582 eV is negative in acidic, and positive in alkaline solution.

Page 21: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Cathode Catalysts

The highest activity: Pt ML on Pd

Theoretical outlook for novel ORR catalysts

Adzic et al, Top. Catal. 46 (2007), 249

Pt/Ru(0001) Pt/Pd(111) Pt/Au(111)

Compression Small compression Expansion

- Lateral strain-induced d-band center shifts - Electronic (ligand) effect

21

Page 22: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Brankovic et al. Surf. Sci., 477 (2001) L173

Syntheses of Pt Monolayer Catalysts Achieving Pt ML deposition on nanoparticles

Pd Pd

Cu Pt

CuUPD/Pd + Pt2+ PtML/Pd + Cu2+

Unique properties: 1. High Pt utilization 2. Ultra low Pt content 3. Tuning the activity of

Pt ML by substrate supports

STM-EDS

22

Cu2+ Pt2+ • Underpotential deposition of Cu monolayer on Pd • Electro-less exchange of Cu and Pt

Cu UPD

Page 23: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Amplitude smaller: smaller particles Phase shift: 3D atomic structure different

Amplitude smaller: smaller particles No phase shift

Pt

Pd N(Pt-Pt) is 5.8 ± 0.8 N(Pt-Pd) is 2.7 ± 0.7

4.2 nm

Fitting:

Pt Pd

Pt ML on Pd

fcc bulk: N = 12 Pt ML on Pd(111) NPt-Pt = 6 NPt-Pd = 3

Cubo-octahedron (111) + (100) + edges For φ 4.5 nm particle, NPt-Pt = ~5.2 NPt-Pd = 3.2

Sasaki et al, Electrochim. Acta, 55 (2010) 2645.

Montejano-Carrizales et al, NanoStruct. Mater.,8 (1997) 269. McBreen, Mukerjee, Fuel Cell Handbooks, p.895

RPt-Pt = 2.729 Å (±0.005) (< 2.744 Å Pt/C < 2.772 Å Pt)

Formation of Pt ML & the contraction in Pt bonding confirmed.

Pt monolayer on Pd

contraction

23

Page 24: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Pt monolayer on Ir-Ni nanoparticle

ICP: x(Ni)/x(Ir) = 0.56 N(Ir-Ir) = 8.1 ± 0.7

N(Ir-Ni) = 2.9 ± 0.7

N(Ni-Ni) =5.9 ± 0.7

N(Ni-Ir) = 5.1 ± 0.7 Distribution of Ir and Ni is not homogeneous

To reduce noble-metal loading in nanocatalysts further, we tried Ir/Ni core with Pt shell.

N(A-A) x(A) N(A-B) x(B) For Solid Solution: =

N(Ni-Ni) N(Ni-Ir)

= 1.2 ± 0.4

24

Page 25: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

N(Ir-Ir) N(Ir- Ni) N(Ni-Ni) N(Ni-Ir) N(Ir-Ni)/ N(Ni-Ir)

N(Ni-Ni) / N(Ni-Ir)

EXAFS

8.1 ± 0.7

2.9 ± 0.7

5.9 ± 0.7

5.1 ± 0.7

0.56

1.2 ± 0.4

Monolayer Ir

shell on Ni core

6.47

3.76

5.28

6.72

0.56

0.79

BIlayer Ir shell on Ni core

7.82

2.42

7.69

4.31

0.56

1.78

Experimental (EXAFS) and calculated coordination numbers

http://www3.bnl.gov/frenkel/coords.html Settings: x(Ni)/x(Ir) = 0.56 Dia. = 4.68 nm N = 11

EXAFS fitting results are closer to the two-layer Ir shell

Pt

25

Pt monolayer on Ir-Ni nanoparticle (contd.)

Page 26: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Technique Elemental Particle Inner Bond analysis size structure length ICP-AES YES No No No TEM No YES No No STEM-EDS Yes/No YES YES No XRD Yes/No YES Yes/No YES XAS YES YES YES YES

Technique Comparison for Multi-component Nanoparticles

ICP-AES: Inductively Coupled Plasma-Atomic Emission Spectrometry TEM: Transmission Electron Microscopy STEM-EDS: Scanning TEM-Energy Dispersive Microscopy XRD: X-ray Diffraction XAS: X-ray Absorption Spectroscopy (XANES and EXAFS)

Minimum cluster size None 2 nm 2 nm 3 nm < 1 nm

26

Page 27: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

XAS Summary

XAS showed the structure of several catalysts:

Pt/Rh/SnO2 system as Pt-Rh random alloy on large SnO2 particle support

Pt/Pd system as Pt monolayer shell/Pd core

Pt/Ir/Ni system as Pt monolayer/Ir bilayer/Ni core

The Pt monolayer approach is an attractive method for synthesis of catalysts for PEM fuel cells

Pd2+ Pd

Pt

transmission

fluorescence

NSLS slits

monochromator

Beamline

In situ XAS is an indispensable tool to characterize inner structure of electrocatalysts and rationalize the degradation mechanisms.

SnO2

Pt

XAS can replace several benchtop techniques

∆µ and LCA techniques applied to XANES spectra can resolve surface/subsurface phenomena.

27

Page 28: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Number of shells

Total atoms

Surf. atoms

% of surface atoms

Particle size (DLA)

(nm)

(icos)

(cuboct)

1 1 1 100 0.28 0 0 2 13 12 92.3 0.83 6.46 5.54 3 55 42 76.4 1.39 8.51 7.85 4 147 92 62.6 1.94 9.47 8.98 5 309 162 52.4 2.50 10.02 9.63 6 561 252 44.9 3.10 10.37 10.05 7 923 362 39.2 3.61 10.62 10.35 8 1415 492 34.8 4.16 10.8 10.57 9 2057 642 31.2 4.72 10.94 10.73

10 2869 812 28.3 5.27 11.05 10.87 11 3871 1002 25.9 5.83 11.14 10.97 12 5083 1212 23.8 6.38 11.22 11.06

N -

N -

Particle size: Linear atomic approximation

0 5 10 15 20 25

4

6

8

10

12

Coor

dina

tion

num

ber N

(Pt-P

t)

Cluster size (nm)

1st shell 2nd shell 3rd shell

d

DLA = (2m-1) d

Approximation gives inflated particle sizes. In higher shells the atoms move to minimize the surface energy.

K.Sasaki and N.Marinkovic in C.S.S.R. Kumar (Ed.), X-ray and neutron techniques for nanomaterial characterization, Springer 2016, chapter 6.

28 R.E. Benfield, J.Chem.Soc.Faraday Trans. 88 (1992) 1107.

Page 29: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Particle size: Geometrical aspects Circumscribed sphere touches all vertices. For cuboctahedron, diameter of the sphere = 2 a ( a is the side of the cuboctahedron ). From the picture, the side a is the number of atoms (shells, m) times the diameter of one atom d, and the diameter is:

XAS gives an average coordination number, which in turn is related to the atomic filling of space; circumscribed sphere contains > 40% empty space.

Diameter of Volume-corrected sphere, DVCS is the diameter of the sphere that has equal volume as the cuboctahedron.

DVCS =

NNP depends on the surface atoms. Diameter of Area-corrected sphere, DACS is the diameter of the sphere that has equal surface area as the cuboctahedron.

DCS = 2 m d

N.S. Marinkovic et al, Zast.Mater. 57 (2016) 101. 29

DACS =

a

A B C

D

Page 30: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

0

1

2

3

4

5

6

7

0 1000 2000 3000 4000 5000 6000

parti

cle

size

, nm

# atoms

Data*

*A.Jentys, PCCP 1 (1999) 4059.

Which formula should be used?

Volume-corrected sphere agrees best with the literature data. Due to the large errors in N (up to 10%), formulas for both linear atomic approximation and area-corrected sphere are within the error bars for particles up to about 1000 atoms. Enclosed sphere model gives particle sizes that are well beyond the error bars.

30

Page 31: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Particle size of monometallic fcc clusters

N.S. Marinkovic et al, Zast.Mater. 57 (2016) 101. 31

1 13

147 309 561 923 1415 2057 2869 3871 5083

55

Number of atoms

Page 32: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Bimetallic systems

A.Frenkel, Z.Kristallogr. 222 (2007) 605.

NMM = xANAM + xBNBM

N (M1 M2) ≈ N (M2 M1) ≈ 0 R (M1 M1) ≈ R (M1_bulk) R (M2 M2) ≈ R (M2_bulk)

�𝑁𝑁 M1Mj = 𝑗𝑗

�𝑁𝑁 M2Mj 𝑗𝑗

R(M2 M2) < R(M1 M2) < R(M1 M1)

Homogeneous mixture

Heterogeneous mixtures

x (M2) x (M1)

N (M1M2) N (M2M1)

=

mole fractions

N.Marinkovic, K.Sasaki, in preparation. 32

Page 33: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Particle size of polymetallic clusters

Bimetallic solid solution: The particle size is approximated using the total coordination number of one metal, and the radius that equals to the weighted average of radii of the two atoms:

ΣN(M1) = ΣN(M2) = N(M1-M1) + N(M1-M2)

Bimetallic core-shell: For thin shells, the particle size can be approximated using the total coordination number of the core metal (M1), and the core metal radius R1.

ΣN(M1) = ΣN(M2) = N(M1-M1) + N(M1-M2)

R (M1-M2) = x1 R1 + x2 R2

R (M1-M2) = R1

Trimetallic solid solutions and superlattice-layered structures can be approximated by the method for bimetallic clusters.

N.S. Marinkovic et al., PCCP, submitted.

33

Page 34: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Composition Structure ACN Size (nm) – XAS

Size (nm) -other technique

Rh Monoatomic 7.7 + 0.4 1.3 + 0.2 1.3 (TEM)

Pt Monoatomic 9.3 + 0.5 2.1 + 0.7 2.6 (XRD)

Pt-Rh Solid solution 10.0 + 0.8 2.4 + 0.3 2.3 (TEM)

Pt-Rh Solid solution 9.1 + 0.8 2.0 + 0.5 2.1 (TEM)

Ni-Ir Core-bilayer shell 11.0 + 0.7 4.0 + 1.0 4.7 (XRD)

Pd-Pt Core-monolayer shell

11.0 + 0.7 4.5 + 1.0 4.2 (TEM)

PdAu-Pt PdAu solid soln. core-Pt shell

10.0 + 0.7 3.6 + 0.6 3.8 (TEM)

Comparison with other techniques

Limit

N.S. Marinkovic et al, in preparation.

34

Page 35: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Particle size: summary • First-shell fitting of XAS data gives an average coordination

number of all atoms in the x-ray path. • Average coordination number (ACN) of nanoparticle gives an

estimate of the particle size • Error in obtaining average coordination number by above

analysis is larger than the differences in ACN of different-shaped nanoparticles.

• Particle size obtained by XAS corresponds best to the diameter of a sphere that has the same volume as the nanoparticle

• Particle size through XAS fitting can be extended to polyatomic nanoparticles

• Particle size estimation by XAS works best for nanoparticles smaller than ca. 4 nm.

35

Page 36: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Obtain time on Synchrotron • SCC will continue to operate beamline 2-2 at SSRL

(Stanford, CA) until the January 2018; about 90 days will be allocated to SCC members and users.

• Beamtime can be obtained through SCC-SSRL one-year agreement. For March-June 2017, new proposals should be submitted through SSRL portal.

• SCC can assist you in writing the proposal; SCC member will be present during your beamtime at SSRL. SCC can assist in the analysis of the data.

SCC will collaborate with three beamlines at NSLS II: TES, ISS and QAS. The former two are now accepting general users proposals. QAS will follow in late 2017.

36

Page 37: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Kotaro Sasaki, Radoslav Adzic BNL (XAS) Jon Hanson, Laura Barrio-Pliego, BNL (XRD)

Syed Khalid, BNL-NSLS II (XAS)

Anatoly Frenkel, Adele Wang Stony Brook University (XAS)

DOE (Financial Support)

Acknowlegements:

37

Page 38: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

MEA Test of Pt Monolayer on PdAu Alloy Core

MEA stability test with potential cycling between 0.6 V and 1.0 V

0

50

100

150

200

250

300

350

0 20000 40000 60000 80000 100000

Pt m

ass

activ

ity o

f OR

R,

mA

/mg

Pt-1

number of potential cycles

PtML

/PdAu/C

PtML

/Pd/C

Pt/C

-37%

-8%

-61%

Stability:

PtML/Pd9Au1 > PtML/Pd > Pt

K. Sasaki et al, Nat. Comm., 3 (2012) 1115

0

50

100

150

200

250

300

0 2 4 6 8

Pd L

Pt L

Au L

inte

nsity

, a.

u.

distance, nm

The structure of Pt shell on PdAu core was retained after the 100k cycle test

STEM/EDS elemental maps after 20k cycle test between 0.6V-1.4V

For relatively large particles, the core-shell structure is clearly retained under the harsh condition.

0.6V (10s) — 1.0V (10s) H2/N2, 150 kPa absolute 80 °C, 100 %RH

38

Page 39: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Characterization of PtML/Pd/C catalyst after FC tests

The core(Pd)-shell(Pt) structure is retained after the cycle test A considerable loss in Pd in the core

10 nm

0

20

40

60

80

0 1 2 3 4 5 6 7

PdPt

inte

nsity

(co

unts

)

distance (nm)

Distribution of components in a Pt/Pd/C nanoparticle after the 100,000 potential cycle test, obtained by scanning transmission electron microscopy with energy dispersive capability (STEM-EDS).

membrane cath

ode

anod

e

A large Pd band (as well as Pt band) was formed in the membrane, which will cause degradation of the membrane.

39

Page 40: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Accelerated fuel-cell stability tests • Enhanced stability of the PtML/Pd/C vs. commercial Pt/C. • After 60,000 cycles Pd EXAFS signal almost lost Pd dissolution • Pt EXAFS spectra before and after test very similar Pt shell is retained. • Pd dissolution prevents the cathode potential from reaching high values at which Pt dissolution easily takes place cathodic protection.

Preferential Pd dissolution → Protection of Pt shell This electrocatalyst is commercially available from N.E. Chemcat Co., based on four patents licensed by BNL to NECC

40

Page 41: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

NAu-Au 2.3 (±1.6) NAu-Pd 8.1 (±1.1) NPd-Pd 9.2 (±0.4) NPd-Au 0.9 (±0.1)

Au-Au 2.771 Å Au-Pd (= Pd-Au) 2.760 Å Pd-Pd 2.756 Å

For an ideal AB solid-solution alloy NPs with the mole ratio xA/xB (i) NA-A/NA-B = xA/xB NAu-Au/NAu-Pd = 0.28 : xAu/xPd = 0.16 NPd-Pd/ NPd-Au = 10.2 : xPd/xAu = 0.90 (ii) NA-M = NB-M NAu-Au + NAu-Pd = 10.1 : NPd-Pd + NPd-Au = 10.4 The fitting result indicates the formation of Pd-Au solid-solution nanoparticles.

(Frenkel, Z. Kristallogr. 222 (2007) 605)

0

0.5

1

1.5

2

2.5

0 0.5 1 1.5 2 2.5 3 3.5 4

0.41 V0.71 V0.91 V1.11 V

FT m

agni

tude

, Å-3

r, Å

Pd9Au

1/C

Pd-O

0

0.5

1

1.5

2

2.5

0 0.5 1 1.5 2 2.5 3 3.5 4

0.41 V0.71 v0.91 V1.11 V

FT m

agni

tude

, Å-3

r, Å

Pd/C

Pd-O

Alloying Pd with a small amount of Au to increase the stability (Pd:Au = 9:1) In Situ XAS of Pd9Au1/C Nanoparticles

Fit Pd K and Au L3 data (at 0.41 V) concurrently Pd K

Au

Pt

Pd

41

Page 42: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

0

0.5

1

1.5

2

0.8

0.9

1

1.1

1.2

1.3

1.4

0 0.5 1 1.5 2 2.5(∆

µ - ∆

µ 0.47

V)/∆

µ 0.47

V step height, a.u.

E, V RHE

4

4.5

5

5.5

6

11520 11560 11600 11640 11680

raw

abso

rptio

n co

effic

ient

, µ

energy, eV

edge-step height

2H2O → O2 + 4H+ + 4e-

PtO2 + 2H+ → PtO + H2O PtO + 2H+ → Pt2+ + H2O

A decrease in step height represents a loss of Pt Detachment of Pt NPs by vigorous O2

evolution and/or carbon corrosion Dissolution of Pt oxide

In Situ XAS Cell for Higher Potentials

The edge-step height starts to decrease above 1.5 V (~20% at 2.5 V)

Pt O H

∆𝐶𝐶 =𝛿𝛿

𝑛𝑛𝑛𝑛𝑛𝑛𝑛𝑛 𝑖𝑖

[H+] = ~5 M

electrolyte Pt

PtO2

𝛿𝛿

∆𝐶𝐶

42

Page 43: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

X-ray Diffraction

2dsin(θ) = nλ

X-ray diffraction (XRD) with a constant wavelength of the order of the size of the atom probes crystalline structures on atomic level, offering structural, physical and chemical information of the sample material.

Lattice constant: a = λ (h2+k2+l2)1/2 / (2 sinθ) h,k,l are Miller indices; λ is the wavelength of the x-ray radiation; 2θ is the angle at the peak described by the h,k,l.

Particle size ds (Scherrer eq): ds = λ / (W cosθ) W is the full width at half-maximum of the above peaks.

43

Page 44: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Pd/CeO2 nanotubes in WGS Bulk CeO2 is a poor water-gas shift (WGS) catalyst. One dimensional ceria (1D-CeO2) displayed catalytic activity at a temperature as low as 300 °C due to novel morphology of the oxide systems. Pd-loaded 1D-CeO2 displayed significant WGS activity starting at 200 °C. The low temperature hydrogen pretreatment results in higher WGS activity for Pd-loaded 1D-CeO2.

W.Han et al., J.Phys.Chem. 113 (2009) 21949.

44

Page 45: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Core-shell Au/Ni

20 40 60 80 1004

6

8

10

12

14

16

18

20oC25400 600200

Ni

Au

coolingtemperature ramp

Parti

cle

size

(nm

)

Time (min)

20 30 40 50

250 0C425 0C

600 0C

25 0C

25 0C

Ni Ni (pure)Ni Au (pure)AuAu

Inte

nsity

(arb

itrar

y un

ts)

2 Theta (degrees)

Narrowing at higher temp due to particle size increase. Shift in 2θ due to change in lattice parameters. Asymmetry of Ni peak with tail towards higher 2θ due to metallic Ni.

Ni

45

Page 46: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Emerging techniques: DAFS

0.3

0.4

0.5

0.6

0.7

0.8

8800 9000 9200 9400 9600 9800

Brag

g Pe

ak In

tens

ity

Incident Photon Energy (eV)

Cu(111) DAFS

Marriage of XAS and XRD techniques, combines short-range order of XAS with the long-range periodicity of XRD. Measures diffraction intensity of a Bragg peak as a function of energy across an absorption edge. Sensitive to the local structure in the certain species, or to the atoms in specific lattice sites only.

46

Page 47: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Emerging techniques: Quick-XAS

S.Khalid et al., Rev.Sci.Instrum. 81 (2010) 015105.

For studying sub-second time scale reactions. One full-scan in 0.1 s. Reduction of Cu-

doped CeO2 during reduction in H2 atmosphere from Cu2+ to Cu0; PCA analysis shows intermediate phase, identified as Cu+.

47

Page 48: EXAFS in Electrochemistry5 Å 5 µm 1-2 atomic layers are involved in electrocatalysis Best S/N XAS spectrum is obtained with ‘unit absorption length’. For Pt it is about 5 µm

Emerging techniques: XAS/DRIFTS

3500 3000 2500 2000 1500

0.0

0.4

0.8

1.2

1.6

HydroxylCO2 Al-O

Kube

lka-

Mun

k

Wavenumber (cm-1)

6% Ru3(CO)12 / Al2O3

Al2O3

Ru-CO

H2O

2300 2200 2100 2000 1900 18000.0

0.4

0.8

1.2

1.6

Linear Pt-CO

Kube

lka-

Mun

k

Wavenumber (cm-1)

Gaseous CO

N.Marinkovic et al., in press; N.Marinkovic et al., submitted.

2300 2200 2100 2000 1900 1800 17000

1

2

3

4

5

6

7

8

Gaseous CO Bridged CO on Pt

Linear CO on step of PtT increases

Kube

lka-

Mun

k

Wavenumber (cm-1)

25oC 25oC 26oC 27oC 30oC 40oC 52oC 100oC 150oC 200oC

Linear CO on terrace/bulk of Pt

11540 11560 11580 11600 11620

0.0

0.4

0.8

1.2

1.6

Nor

mal

ized

χµ(

E)

T increases

Energy (eV)

Δμ

2300 2200 2100 2000 1900 1800 17000

1

2

3

4

5

6

7

25oC

Kube

lka-

Mun

k

Wavenumber (cm-1)

T decreases

200oC

2300 2200 2100 2000 1900 1800 1700-3

-2

-1

0

1

2

3

4

5

6

7

Kube

lka-

Mun

k

Wavenumber (cm-1)

25oC 30oC 40oC 50oC 60oC 70oC 100oC 150oC 200oC 250oC 300oC

T increases

1% Pt on Al2O3 reduction by 5% CO/He – white line reduces in intensity. DRIFTS shows CO on steps and terraces on Pt nano-catalyst.

Ru3(CO)12 DRIFTS

In situ catalysis followed by two complementary techniques.

48