메뉴 건너뛰기




Volumn 13, Issue 2, 2011, Pages 101-106

Genetic algorithm-assisted optimization of nanoporous TiO2 for low-temperature processable photoanodes of dye-sensitized solar cells

Author keywords

Dye sensitized solar cell; Genetic algorithm; Photoanode

Indexed keywords

COLORING AGENT; NANOMATERIAL; TITANIUM;

EID: 79955370177     PISSN: 21568952     EISSN: None     Source Type: Journal    
DOI: 10.1021/co1000025     Document Type: Article
Times cited : (10)

References (36)
  • 1
    • 0006483573 scopus 로고
    • 2 films
    • 2 Films. Nature 1991, 353, 737-740. (Pubitemid 21912607)
    • (1991) Nature , vol.353 , Issue.6346 , pp. 737-740
    • O'Regan, B.1    Gratzel, M.2
  • 2
    • 77952711378 scopus 로고    scopus 로고
    • NIR-absorbing poly(thieno-[3,4-b]thiophene-2-carboxylic acid) as a polymer dye for dye-sensitized solar cells
    • (a) Saji, V. S.; Zong, K.; Pyo, M. J. NIR-absorbing Poly(thieno-[3,4-b] thiophene-2-carboxylic acid) as a Polymer Dye for Dye-sensitized Solar Cells. Photochem. Photobiol. A: Chem. 2010, 212, 81-87.
    • (2010) Photochem. Photobiol. A: Chem. , vol.212 , pp. 81-87
    • Saji, V.S.1    Zong, K.2    Pyo, M.J.3
  • 3
    • 75249099417 scopus 로고    scopus 로고
    • 2 nanotube solar cells with markedly enhanced performance via rational surface engineering
    • 2 Nanotube Solar Cells with Markedly Enhanced Performance via Rational Surface Engineering. Chem. Mater. 2010, 22, 579-584.
    • (2010) Chem. Mater. , vol.22 , pp. 579-584
    • Wang, J.1    Lin, Z.2
  • 4
    • 0035891138 scopus 로고    scopus 로고
    • Photoelectrochemical cells
    • DOI 10.1038/35104607
    • (c) Grätzel, M. Photoelectrochemical Cells. Nature 2001, 414, 338-344. (Pubitemid 33097816)
    • (2001) Nature , vol.414 , Issue.6861 , pp. 338-344
    • Gratzel, M.1
  • 6
    • 77950960837 scopus 로고    scopus 로고
    • The preparation of titania nanotubes and its application in flexible dye-sensitized solar cells
    • Xiao, Y.; Wu, J.; Yue, G.; Xie, G.; Lin, J.; Huang, M. The Preparation of Titania Nanotubes and Its Application in Flexible Dye-sensitized Solar Cells. Electrochim. Acta 2010, 55, 4573-4578.
    • (2010) Electrochim. Acta , vol.55 , pp. 4573-4578
    • Xiao, Y.1    Wu, J.2    Yue, G.3    Xie, G.4    Lin, J.5    Huang, M.6
  • 7
    • 77949653042 scopus 로고    scopus 로고
    • Highly efficient plastic-substrate dye-sensitized solar cells with validated conversion efficiency of 7.6%
    • (a) Yamaguchi, T.; Tobe, N.; Matsumoto, D.; Nagai, T.; Arakawa, H. Highly Efficient Plastic-Substrate Dye-sensitized Solar Cells with Validated Conversion Efficiency of 7.6%. Sol. Energy Mater. Sol. Cells 2010, 94, 812-816.
    • (2010) Sol. Energy Mater. Sol. Cells , vol.94 , pp. 812-816
    • Yamaguchi, T.1    Tobe, N.2    Matsumoto, D.3    Nagai, T.4    Arakawa, H.5
  • 10
    • 48249149169 scopus 로고    scopus 로고
    • 2 films for dye-sensitized solar cells: Factors affecting energy conversion efficiency
    • 2 Films for Dye-sensitized Solar Cells: Factors Affecting Energy Conversion Efficiency. J. Phys. Chem. C 2008, 112, 10021-10026.
    • (2008) J. Phys. Chem. C , vol.112 , pp. 10021-10026
    • Agrios, A.G.1    Hagfeldt, A.2
  • 13
    • 60649110425 scopus 로고    scopus 로고
    • 2 morphologies and solvents on the photovoltaic performance of dye-sensitized solar cells
    • 2 Morphologies and Solvents on the Photovoltaic Performance of Dye-sensitized Solar Cells. J. Power Sources 2009, 188, 635-641.
    • (2009) J. Power Sources , vol.188 , pp. 635-641
    • Lee, K.-M.1    Suryanarayanan, V.2    Ho, K.-C.3
  • 14
    • 4644294295 scopus 로고    scopus 로고
    • 2 photoelectrode morphology on the energy conversion eefficiency of N719 dye-sensitized solar cell
    • 2 Photoelectrode Morphology on the Energy Conversion Eefficiency of N719 Dye-sensitized Solar Cell. Coord. Chem. Rev. 2004, 248, 1381-1389.
    • (2004) Coord. Chem. Rev. , vol.248 , pp. 1381-1389
    • Wang, Z.-S.1    Kawauchi, H.2    Kashima, T.3    Arakawa, H.4
  • 17
    • 0027640931 scopus 로고
    • Genetic algorithms: Principles of natural selection applied to computation
    • (c) Forrest, S. Genetic Algorithms: Principles of Adaptation Applied to Computation. Science 1993, 261, 872-878. (Pubitemid 23275801)
    • (1993) Science , vol.261 , Issue.5123 , pp. 872-878
    • Forrest, S.1
  • 18
    • 0346304811 scopus 로고    scopus 로고
    • Application of a genetic algorithm and a neural network for the discovery and optimization of new solid catalytic materials
    • (a) Rodemerck, U.; Baerns, M.; Holena, M.; Wolf, D. Application of a Genetic Algorithm and a Neural Network for the Discovery and Optimization of New Solid Catalytic Materials. Appl. Surf. Sci. 2004, 223, 168-174.
    • (2004) Appl. Surf. Sci. , vol.223 , pp. 168-174
    • Rodemerck, U.1    Baerns, M.2    Holena, M.3    Wolf, D.4
  • 20
    • 33846807662 scopus 로고    scopus 로고
    • Soft computing techniques applied to combinatorial catalysis: A new approach for the discovery and optimization of catalytic materials
    • DOI 10.1002/qsar.200420051
    • (c) Serra, J. M.; Corma, A.; Valero, S.; Argente, E.; Botti, V. Soft Computing Techniques Applied to Combinatorial Catalysis: A New Approach for the Discovery and Optimization of Catalytic Materials. QSAR Comb. Sci. 2007, 26, 11-26. (Pubitemid 46202935)
    • (2007) QSAR and Combinatorial Science , vol.26 , Issue.1 , pp. 11-26
    • Serra, J.M.1    Corma, A.2    Valero, S.3    Argente, E.4    Botti, V.5
  • 21
    • 33645502373 scopus 로고    scopus 로고
    • Directed development of high-performance membranes via high-throughput and combinatorial strategies
    • DOI 10.1021/cc050103j
    • (d) Bulut, M.; Gevers, L. E. M.; Paul, J. S.; Vankelecom, I. F. J.; Jacobs, P. A. Directed Development of High-Performance Membranes via High-Throughput and Combinatorial Strategies. J. Comb. Chem. 2006, 8, 168-173. (Pubitemid 43503924)
    • (2006) Journal of Combinatorial Chemistry , vol.8 , Issue.2 , pp. 168-173
    • Bulut, M.1    Gevers, L.E.M.2    Paul, J.S.3    Vankelecom, I.F.J.4    Jacobs, P.A.5
  • 22
    • 60749137659 scopus 로고    scopus 로고
    • Systematic control of experimental inconsistency in combinatorial materials science
    • (e) Sharma, A. K.; Kulshreshtha, C.; Sohn, K.; Sohn, K. -S. Systematic Control of Experimental Inconsistency in Combinatorial Materials Science. J. Comb. Chem. 2009, 11, 131-137.
    • (2009) J. Comb. Chem. , vol.11 , pp. 131-137
    • Sharma, A.K.1    Kulshreshtha, C.2    Sohn, K.3    Sohn, K.-S.4
  • 23
    • 67649225085 scopus 로고    scopus 로고
    • Discovery of new green phosphors and minimization of experimental inconsistency using a multi-objective genetic algorithm-assisted combinatorial method
    • (f) Sharma, A. K.; Kulshreshtha, C.; Sohn, K. -S. Discovery of New Green Phosphors and Minimization of Experimental Inconsistency Using a Multi-Objective Genetic Algorithm-Assisted Combinatorial Method. Adv. Funct. Mater. 2009, 19, 1705-1712.
    • (2009) Adv. Funct. Mater. , vol.19 , pp. 1705-1712
    • Sharma, A.K.1    Kulshreshtha, C.2    Sohn, K.-S.3
  • 24
    • 0000852513 scopus 로고
    • Multiobjective optimization using nondominated sorting in genetic algorithms
    • (a) Srinivas, N.; Deb, K. Multiobjective Optimization Using Nondominated Sorting in Genetic Algorithms. Intl. J. EVol. Comput. 1994, 2, 221-248.
    • (1994) Intl. J. EVol. Comput. , vol.2 , pp. 221-248
    • Srinivas, N.1    Deb, K.2
  • 25
    • 0002284602 scopus 로고
    • An investigation of niche and species formation in genetic function optimization
    • Schaffer, J. D., Ed.; Morgan Kaufmann: Washington, DC
    • (b) Deb, K.; Goldberg, D. E. An Investigation of Niche and Species Formation in Genetic Function Optimization In Proceedings of the Third International Conference on Genetic Algorithms; Schaffer, J. D., Ed.; Morgan Kaufmann: Washington, DC, 1989; pp 42-50.
    • (1989) Proceedings of the Third International Conference on Genetic Algorithms , pp. 42-50
    • Deb, K.1    Goldberg, D.E.2
  • 30
    • 33947132590 scopus 로고    scopus 로고
    • 2 coated carbon nanotubes
    • DOI 10.1016/j.tsf.2006.10.056, PII S004060900601234X
    • 2 Coated Carbon Nanotubes. Thin Solid Films 2007, 515, 5131-5135. (Pubitemid 46399867)
    • (2007) Thin Solid Films , vol.515 , Issue.12 , pp. 5131-5135
    • Lee, T.Y.1    Alegaonkar, P.S.2    Yoo, J.-B.3
  • 31
    • 75949084014 scopus 로고    scopus 로고
    • The effect of the series resistance in dye-sensitized solar cells explored by electron transport and back reaction using electrical and optical modulation techniques
    • (a) Liu, W.; Hu, L.; Dai, S.; Guo, L.; Jiang, N.; Kou, D. The Effect of the Series Resistance in Dye-sensitized Solar Cells Explored by Electron Transport and Back Reaction Using Electrical and Optical Modulation Techniques. Electrochim. Acta 2010, 55, 2338-2343.
    • (2010) Electrochim. Acta , vol.55 , pp. 2338-2343
    • Liu, W.1    Hu, L.2    Dai, S.3    Guo, L.4    Jiang, N.5    Kou, D.6
  • 32
    • 33746922353 scopus 로고    scopus 로고
    • Determination of parameters of electron transport in dye-sensitized solar cells using electrochemical impedance spectroscopy
    • DOI 10.1021/jp061693u
    • (b) Adachi, M.; Sakamoto, M.; Jiu, J.; Ogata, Y.; Isoda, S. Determination of Parameters of Electron Transport in Dye-Sensitized Solar Cells Using Electrochemical Impedance Spectroscopy. J. Phys. Chem. B 2006, 110, 13872-13880. (Pubitemid 44188051)
    • (2006) Journal of Physical Chemistry B , vol.110 , Issue.28 , pp. 13872-13880
    • Adachi, M.1    Sakamoto, M.2    Jiu, J.3    Ogata, Y.4    Isoda, S.5
  • 33
    • 0037123061 scopus 로고    scopus 로고
    • Theory of the impedance of electron diffusion and recombination in a thin layer
    • DOI 10.1021/jp011941g
    • (c) Bisquert, J. Theory of the Impedance of Electron Diffusion and Recombination in a Thin Layer. J. Phys. Chem. B 2002, 106, 325-333. (Pubitemid 35281722)
    • (2002) Journal of Physical Chemistry B , vol.106 , Issue.2 , pp. 325-333
    • Bisquert, J.1
  • 36
    • 33644984726 scopus 로고    scopus 로고
    • Influence of scattering layers on efficiency of dye-sensitized solar cells
    • Hore, S.; Vetter, C.; Kern, R.; Smit, H.; Hinsch, A. Influence of Scattering Layers on Efficiency of Dye-sensitized Solar Cells. Sol. Energy Mater. Sol. Cells 2006, 90, 1176-1188.
    • (2006) Sol. Energy Mater. Sol. Cells , vol.90 , pp. 1176-1188
    • Hore, S.1    Vetter, C.2    Kern, R.3    Smit, H.4    Hinsch, A.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.