Flexible Nanotexture Structures for Thin Film PV Cells Using Wavelet Functions

Light trapping is an important technique in increasing the efficiency of solar cells. Inverse optimization is a systematic numerical approach that allows us to find the limits of light trapping more efficiently. It is an alternative to exhaustive search simulations or experimental measurements. In t...

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Published inIEEE transactions on nanotechnology Vol. 14; no. 5; pp. 904 - 910
Main Authors Hajimirza, Shima, Howell, John R.
Format Journal Article
LanguageEnglish
Published IEEE 01.09.2015
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ISSN1536-125X
1941-0085
DOI10.1109/TNANO.2015.2462078

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Abstract Light trapping is an important technique in increasing the efficiency of solar cells. Inverse optimization is a systematic numerical approach that allows us to find the limits of light trapping more efficiently. It is an alternative to exhaustive search simulations or experimental measurements. In this study, we use inverse optimization to study light trapping in thin film amorphous silicon cells textured by periodic patterns of metallic surface grating. We use a finite set of Haar wavelets to describe a general form of grating structure composed of multiple rectangular nanostrips. We use a well-known global multiparameter optimization technique called simulated annealing to find the coefficients of the wavelets basis for optimal absorptivity enhancement in thin film silicon. The motivation for choosing wavelet basis (vis-a-vis other orthonormal bases such as Fourier) is the feasibility of fabricating the resulting nanostructures. The resulting improvement in the number of absorbed photons is around 130% for wavelength range of 300-700 nm, which is significantly better than the previous results using simple front surface nanostrips. In addition, we use statistical tools to evaluate the sensitivity of the characteristics of the resulting structure to numerical uncertainties.
AbstractList Light trapping is an important technique in increasing the efficiency of solar cells. Inverse optimization is a systematic numerical approach that allows us to find the limits of light trapping more efficiently. It is an alternative to exhaustive search simulations or experimental measurements. In this study, we use inverse optimization to study light trapping in thin film amorphous silicon cells textured by periodic patterns of metallic surface grating. We use a finite set of Haar wavelets to describe a general form of grating structure composed of multiple rectangular nanostrips. We use a well-known global multiparameter optimization technique called simulated annealing to find the coefficients of the wavelets basis for optimal absorptivity enhancement in thin film silicon. The motivation for choosing wavelet basis (vis-a-vis other orthonormal bases such as Fourier) is the feasibility of fabricating the resulting nanostructures. The resulting improvement in the number of absorbed photons is around 130% for wavelength range of 300-700 nm, which is significantly better than the previous results using simple front surface nanostrips. In addition, we use statistical tools to evaluate the sensitivity of the characteristics of the resulting structure to numerical uncertainties.
Author Howell, John R.
Hajimirza, Shima
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Cites_doi 10.1063/1.2734885
10.1063/1.1855423
10.1364/OE.18.00A237
10.1063/1.3611425
10.1364/OE.17.023058
10.1016/j.ijthermalsci.2011.12.011
10.1021/nl202226r
10.1063/1.2981194
10.1063/1.2336629
10.1063/1.3641469
10.1063/1.2919727
10.1073/pnas.1008296107
10.1021/nl8022548
10.1115/MNHMT2012-75065
10.1088/0957-4484/19/29/295203
10.1063/1.3140609
10.1063/1.3108689
10.1021/nl101875t
10.1002/pip.869
10.1143/APEX.3.092301
10.1063/1.3560446
10.1109/WCPEC.2006.279422
10.1063/1.3037239
10.1016/j.solener.2009.10.014
10.1038/nmat2727
10.1364/OE.16.021608
10.1021/nl100161z
10.1016/j.solmat.2013.03.014
10.1364/OL.32.002825
10.1364/JOSA.72.000899
10.1016/j.solener.2004.03.015
10.1103/PhysRevLett.85.1548
10.1115/1.4006209
10.1021/nl904057p
10.1039/c2ee21254d
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References ref12
ref37
ref15
ref36
ref14
ref31
ref30
ref33
ref10
ref2
ref1
ref17
ref38
ref16
ref19
ref18
garnett (ref23) 2010; 10
ferry (ref11) 2008; 8
ref24
ref26
ref25
ref20
ref22
ref21
(ref35) 2015
(ref34) 0
ref28
ref27
ref29
hajimirza (ref32) 0
ref8
ref7
ref9
ref4
munday (ref13) 2010; 11
ref3
ref6
ref5
References_xml – ident: ref10
  doi: 10.1063/1.2734885
– ident: ref6
  doi: 10.1063/1.1855423
– ident: ref16
  doi: 10.1364/OE.18.00A237
– ident: ref27
  doi: 10.1063/1.3611425
– ident: ref15
  doi: 10.1364/OE.17.023058
– ident: ref31
  doi: 10.1016/j.ijthermalsci.2011.12.011
– ident: ref28
  doi: 10.1021/nl202226r
– ident: ref21
  doi: 10.1063/1.2981194
– year: 0
  ident: ref34
– ident: ref9
  doi: 10.1063/1.2336629
– ident: ref19
  doi: 10.1063/1.3641469
– ident: ref20
  doi: 10.1063/1.2919727
– ident: ref30
  doi: 10.1073/pnas.1008296107
– volume: 8
  start-page: 4391
  year: 2008
  ident: ref11
  article-title: Plasmonic nanostructure design for efficient light coupling into solar cells
  publication-title: Nano Lett
  doi: 10.1021/nl8022548
– ident: ref33
  doi: 10.1115/MNHMT2012-75065
– ident: ref26
  doi: 10.1088/0957-4484/19/29/295203
– ident: ref3
  doi: 10.1063/1.3140609
– ident: ref22
  doi: 10.1063/1.3108689
– volume: 11
  start-page: 2195
  year: 2010
  ident: ref13
  article-title: Large integrated absorption enhancement in plasmonic solar cells by combining metallic gratings and antireflection coatings
  publication-title: Nano Lett
  doi: 10.1021/nl101875t
– ident: ref18
  doi: 10.1002/pip.869
– ident: ref29
  doi: 10.1143/APEX.3.092301
– ident: ref5
  doi: 10.1063/1.3560446
– ident: ref24
  doi: 10.1109/WCPEC.2006.279422
– ident: ref2
  doi: 10.1063/1.3037239
– ident: ref17
  doi: 10.1016/j.solener.2009.10.014
– ident: ref25
  doi: 10.1038/nmat2727
– ident: ref36
  doi: 10.1364/OE.16.021608
– volume: 10
  start-page: 1082
  year: 2010
  ident: ref23
  article-title: Light trapping in silicon nanowire solar cells
  publication-title: Nano Lett
  doi: 10.1021/nl100161z
– year: 2015
  ident: ref35
– ident: ref38
  doi: 10.1016/j.solmat.2013.03.014
– ident: ref7
  doi: 10.1364/OL.32.002825
– ident: ref1
  doi: 10.1364/JOSA.72.000899
– ident: ref14
  doi: 10.1016/j.solener.2004.03.015
– ident: ref8
  doi: 10.1103/PhysRevLett.85.1548
– ident: ref12
  doi: 10.1115/1.4006209
– start-page: 931
  year: 0
  ident: ref32
  article-title: Robust nanoscale patterns for thin film solar cells using inverse optimization of non-uniformly sampled absorption spectrum
  publication-title: Proc ASME Int Mech Eng Conf Exp
– ident: ref4
  doi: 10.1021/nl904057p
– ident: ref37
  doi: 10.1039/c2ee21254d
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SubjectTerms Gratings
Haar wavelets
Inverse optimization
Light trapping
Linear programming
Optical surface waves
Optimization
Shape
Surface waves
Thin film solar cells
Title Flexible Nanotexture Structures for Thin Film PV Cells Using Wavelet Functions
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