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Reference: Riede, MK, Liehr, AW, Glatthaar, M et al., (2006). Datamining and analysis of the key parameters in organic solar cells.Citable link to this page:

 

Datamining and analysis of the key parameters in organic solar cells

Abstract: The production process of organic solar cells (OSCs) is investigated and the effects of parameter variations on experimental results are analysed with the Principal Component Analysis (PCA). This statistical method is applied to an exemplar data set, in which the materials' concentration in the absorber solution and the spincoating speed of the absorber solution were varied intentionally. In addition to the remaining production parameters, the time intervals between the steps were included in the analysis. A large part of the variance in the experimental results can be explained with the evaporation conditions, the spincoating speed and the concentrations in the absorber solution. The PCA also confirms that the OSC is a complex and interdependent system, where one has to analyse the influence of several parameters at the same time in order to understand their effects on the OSC properties. The PCA results will be used to focus further experiments on the identified key parameters.

Peer Review status:Reviewed (other)Publication status:PublishedVersion:Publisher's versionConference Details: Proceedings of SPIE - The International Society for Optical EngineeringNotes:Moritz K. Riede et al., "Datamining and analysis of the key parameters in organic solar cells," Photonics for Solar Energy Systems, Andreas Gombert, Editor, Proc. SPIE 6197, 61970H (2006). Copyright 2006 Society of Photo-Optical Instrumentation Engineers. One print or electronic copy may be made for personal use only. Systematic reproduction and distribution, duplication of any material in this paper for a fee or for commercial purposes, or modification of the content of the paper are prohibited.

Bibliographic Details

Publisher: Society of Photo-Optical Instrumentation Engineers

Publisher Website: http://spie.org/

Host: Proceedings of SPIE - The International Society for Optical Engineeringsee more from them

Publication Website: http://proceedings.spiedigitallibrary.org/

Issue Date: 2006Identifiers

Urn: uuid:60c20e9e-bd1f-4d6e-8c94-da0a4af51fee

Isbn: 0819462535

Isbn: 9780819462534

Source identifier: 405438

Doi: https://doi.org/10.1117/12.662974

Issn: 0277-786X Item Description

Type: Conference;

Language: eng

Version: Publisher's versionKeywords: Organic Solar Cells Datamining Principal Component Analysis Electronic Laboratory Notebook Tiny URL: pubs:405438

Relationships





Autor: Riede, MK - - - Liehr, AW - - - Glatthaar, M - - - Niggemann, M - - - Zimmermann, B - - - Ziegler, T - - - Willeke, G - - - - Bib

Fuente: https://ora.ox.ac.uk/objects/uuid:60c20e9e-bd1f-4d6e-8c94-da0a4af51fee



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