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 in | IEEE transactions on nanotechnology Vol. 14; no. 5; pp. 904 - 910 |
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| Main Authors | , |
| Format | Journal Article |
| Language | English |
| Published |
IEEE
01.09.2015
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| Subjects | |
| Online Access | Get full text |
| ISSN | 1536-125X 1941-0085 |
| DOI | 10.1109/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. |
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| 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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| CODEN | ITNECU |
| CitedBy_id | crossref_primary_10_1109_TNANO_2017_2698159 crossref_primary_10_1109_JPHOT_2017_2698720 crossref_primary_10_1016_j_ijheatmasstransfer_2017_11_044 crossref_primary_10_1016_j_solener_2018_02_062 crossref_primary_10_1038_s41598_018_26469_3 crossref_primary_10_3390_en10121981 |
| 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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| Keywords | light trapping inverse optimization Haar wavelets Thin film solar cells |
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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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