Rationalization of dye uptake on titania slides for dye-sensitized solar cells by a combined chemometric and structural approach / Valentina Gianotti; Giada Favaro; Luca Bonandini; Luca Palin; Gianluca Croce; Enrico Boccaleri; Emma Artuso; Wouter Van Beek; Claudia Barolo; Marco Milanesio. -In: CHEMSUSCHEM. -ISSN 1864-ISSN -5631. -7:11(2014, pp. 3039-3052.
Original Citation:Rationalization of dye uptake on titania slides for dye-sensitized solar cells by a combined chemometric and structural approach A model photosensitizer (D5) for application in Dye-sensitized Solar Cells has been studied by a combination of X-ray diffraction, theoretical calculations and spectroscopic/chemometric methods. The conformational stability and flexibility of D5 and molecular interactions between adjacent molecules was characterized to obtain the driving forces governing D5 uptake and grafting process, and to infer the most likely arrangement of the molecules on the surface of titanium oxide. A spectroscopic/chemometric approach was then used, yielding information about the correlations between three variables governing the uptake itself: D5 concentration, dispersant (chenodeoxycholic acid, CDCA) concentration and contact time. The obtained regression model shows that large uptakes can be obtained at high D5 concentrations, when CDCA is present and contact time is high, or, in absence of CDCA, only if contact time is smaller, suggesting how to optimize dye uptake and photovoltaic device preparation.