Artificial Intelligence In Microbiology by Dr. Prince C P
APS March Meeting 2016
1. Metal Disorder in Cu2ZnSnS4
(CZTS) from Multi-Scale
Simulations
Suzanne K. Wallace, Jarvist M. Frost and Aron Walsh
Centre for Sustainable Chemical Technologies
University of Bath, UK
15th March 2016
APS March Meeting 2016
3. Cu2ZnSnS4 (CZTS) For Thin-Film PV
• Kesterite mineral structure
• Space group I4
• Tetragonal crystal structure
High optical absorption coefficient
> 104 cm-1
Direct and sunlight matched band gap
1.5 eV (c.f. indirect in bulk Si)
Earth abundant
Non-toxic
6. Origin of Low Solar Cell Efficiency
Low Open Circuit Voltage
• Low VOC (relative to band gap)
• Record efficiency device: VOC = 0.708 V
Green et al, Progress in Photovoltaics, 23, 1–9. (2015)
7. Origin of Low Solar Cell Efficiency
Low Open Circuit Voltage
• Low VOC (relative to band gap)
• Record efficiency device: VOC = 0.708 V
Green et al, Progress in Photovoltaics, 23, 1–9. (2015)
Formation of secondary phases
Disorder amongst Cu and Zn
Non-optimal electrical contacts
Possible explanations?
8. Origin of Low Solar Cell Efficiency
Low Open Circuit Voltage
• Low VOC (relative to band gap)
• Record efficiency device: VOC = 0.708 V
Green et al, Progress in Photovoltaics, 23, 1–9. (2015)
Formation of secondary phases
Disorder amongst Cu and Zn
Non-optimal electrical contacts
Possible explanations?
14. Photoluminescence Spectra & Band Tailing
Gokmen et al, Appl. Phys. Lett. 103, 103506 (2013)
Red shift of peak
B. Choudhury et al, Int.
Nano Lett., 201 3, 3, 25.
Band tailing
15. Origins of Band Tailing
1. Defect-induced mid-gap states
Shockley-Read-Hall
recombination
2. Band gap fluctuation
Regions of wide (Zn-rich)
and narrow gaps (Cu-rich)
3. Electrostatic fluctuation
Distribution of Cu+ and Zn++
ions in the lattice – localise
carriers
Gokmen et al, Appl. Phys. Lett. 103, 103506 (2013)
16. Origins of Band Tailing
1. Defect-induced mid-gap states
Shockley-Read-Hall
recombination
2. Band gap fluctuation
Regions of wide (Zn-rich)
and narrow gaps (Cu-rich)
3. Electrostatic fluctuation
Distribution of Cu+ and Zn++
ions in the lattice – localise
carriers
Gokmen et al, Appl. Phys. Lett. 103, 103506 (2013)
Shallow defect states
17. Origins of Band Tailing
1. Defect-induced mid-gap states
Shockley-Read-Hall
recombination
2. Band gap fluctuation
Regions of wide (Zn-rich)
and narrow gaps (Cu-rich)
3. Electrostatic fluctuation
Distribution of Cu+ and Zn++
ions in the lattice – localise
carriers
Gokmen et al, Appl. Phys. Lett. 103, 103506 (2013)
18. Methodology
Defect Formation Energy: [Cu-
Zn + Zn+
Cu]
Hybrid density functional theory (DFT)
• HSE06 functional
• 25% Hartree-Fock exchange
• Band gaps closer to exptl values
for CZTS
64 atom supercell
Defect formation energy:
Cu S Zn Sn
Zhang and Northrup, 1991; Van de Walle et al., 1993
Defect X in
charge state q
19. Methodology
Defect Formation Energy: [Cu-
Zn + Zn+
Cu]
Hybrid density functional theory (DFT)
• HSE06 functional
• 25% Hartree-Fock exchange
• Band gaps closer to exptl values
for CZTS
64 atom supercell
Defect formation energy:
Cu S Zn Sn
Zhang and Northrup, 1991; Van de Walle et al., 1993
total energy of
supercell with
defect X
total energy of
perfect crystal
using
equivalent
supercell
22. Methodology
Dilute Defect Limit
~ 4% defect
concentration
at 550K
< 1% for dilute limit
Equilibrium defect concentration:
Effective charges on
antisite pairs result
in a Coulombic
attraction and bond
length reduction
3.84 3.82 Å
23. Methodology
Monte Carlo Simulations of On-Lattice Disorder
Custom on-lattice
disorder code: ERIS
Cu
S
Zn
Sn
Mapping CZTS onto a lattice
• Two interpenetrating FCC lattices
• Neglect anion sub-lattice
• Use a ‘gappy’ lattice to map FCC
onto SC
• Immobilise Sn ions simulate
disorder amongst Cu & Zn only
Scale interaction energies in classical Hamiltonian using hybrid-DFT
Much larger system sizes than DFT
(approach dimensions of thin-film)
Thermodynamics of Cu-Zn disorder in
CZTS
DFT Parameterisation
24. Cu-Zn Disorder with T:
Cu
Zn
Sn
Disorder in
Cu/ Zn
layers
(c.f. neutron
diffraction data)
Preliminary Results
Electrostatic
Potential with T:
Next Steps:
• Longer simulation times – allow
distribution of accepted moves to
converge to a Boltzmann distribution
• Larger systems – reduce finite size
effects and study domain formation
27. From preliminary simulations of Cu-Zn disorder:
• Preferential disorder amongst Cu-Zn layers
• Substantial fluctuation in electrostatic potential with T
On-going and future work:
• Simulating larger systems to reduce finite-size effects
• Developing long- and short-ranged structural order
parameters
• Extend study to non-stoichiometric systems
Conclusions
Editor's Notes
Introduce self. (1st year in the CDT in SCT and my first MRes project is looking at …)
Copper Zinc Tin Sulphur (often abbreviated to CZTS) has received increasing scientific interest in recent years for applications in solar cells.
I’ll first briefly discuss general motivations for solar power generation and the potential for TW scale production with 2nd generation thin-film devices before going over the key characteristics of CZTS for applications as the absorber layer in thin-film photovoltaic devices.
I’ll then go on to discuss the major problem that has been recognised with current CZTS devices and the possible cause I’ll be investigating during my project.
So now I’m going to go through the properties of CZTS that make it a good candidate for the absorber layer of thin-film PV devices. Firstly, the high absorption coefficient of CZTS make it suitable for a thin-film device. Secondly it has a direct band gap which is well-matched to sunlight.
And lastly it has the advantage over other thin-film materials of being earth-abundant and non-toxic whereas there are concerns with the price and availability of indium in CIGS and tellurium in CdTe, as well as toxicity of cadmium.
So now I’m going to go through the properties of CZTS that make it a good candidate for the absorber layer of thin-film PV devices. Firstly, the high absorption coefficient of CZTS make it suitable for a thin-film device. Secondly it has a direct band gap which is well-matched to sunlight.
And lastly it has the advantage over other thin-film materials of being earth-abundant and non-toxic whereas there are concerns with the price and availability of indium in CIGS and tellurium in CdTe, as well as toxicity of cadmium.
However, Shockley-Queisser photon balance calculations for a single p-n junction show that the theoretical limit for CZTS is 32.2%
But current record efficiencies are only up to 12.6 %
W. Wang, M. T. Winkler, O. Gunawan, T. Gokmen, T. K. Todorov, Y. Zhu, and D. B. Mitzi, “Device Characteristics of CZTSSe Thin-Film Solar Cells with 12.6% Efficiency,” Adv. Energy Mater. (2013).
However, Shockley-Queisser photon balance calculations for a single p-n junction show that the theoretical limit for CZTS is 32.2%
But current record efficiencies are only up to 12.6 %
W. Wang, M. T. Winkler, O. Gunawan, T. Gokmen, T. K. Todorov, Y. Zhu, and D. B. Mitzi, “Device Characteristics of CZTSSe Thin-Film Solar Cells with 12.6% Efficiency,” Adv. Energy Mater. (2013).
‘CuZn is the lowest-energy defect at all the points in the stable region, significantly lower than that of VCu and ZnSn, showing that the CuZn antisite is the dominant intrinsic defect in this quaternary kesterite semiconductor’
PL spectra of CZTS suggests there is detrimental disorder of some sort.
PL spectra of CZTS shows emission peak significantly shifted to energies below that of the band gap of the material.
This is due to band tailing, shown here, which reduces the open circuit voltage of a device made from the material.
Will be studying larger systems, longer simulation times, looking for distribution of accepted moves to converge to a boltzmann distribution