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Published in: Neural Computing and Applications 4/2018

09-12-2016 | Original Article

Experimental and theoretical study of the color changes in OPP-based printing substrate on the gravure printing

Author: Türkün Şahinbaşkan

Published in: Neural Computing and Applications | Issue 4/2018

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Abstract

In this study, the color change performances of the prints that are made with gravure printing technique on OPP-based printing substrate used in food packaging are studied experimentally and modeled analytically using artificial neural networks. In this printing technique using solvent ink, small variations in the printing conditions and ink viscosity significantly affect the colors obtained as a result of the printing as the printing surface is not absorbent. In the test print made, samples were taken at certain intervals and color changes were determined with spectrophotometer measurements from test charts. The analytical relation giving the color changes based on the parameters they are linked to was obtained via artificial neural networks. Thus, the color deviations during normal production process shall be determined to ensure that necessary precautions are taken.

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Literature
1.
go back to reference Hugh S (1998) Introduction to printing and finishing. Pira International, İngiltere. ISBN 1-85802-310-6 Hugh S (1998) Introduction to printing and finishing. Pira International, İngiltere. ISBN 1-85802-310-6
2.
go back to reference Gencoglu EN (2005) The effects of some engraving and film substrate parameters on the solid density and the dot gain in gravure printing. Surface coatings international part B: coatings transactions, vol 88, no 1, p 19. ISSN:1476-4865 Gencoglu EN (2005) The effects of some engraving and film substrate parameters on the solid density and the dot gain in gravure printing. Surface coatings international part B: coatings transactions, vol 88, no 1, p 19. ISSN:1476-4865
3.
go back to reference Kose E (2014) Determination of color changes of inks on the uncoated paper with the offset printing during drying using artificial neural. Netw Neural Comput Appl 25:1185–1192CrossRef Kose E (2014) Determination of color changes of inks on the uncoated paper with the offset printing during drying using artificial neural. Netw Neural Comput Appl 25:1185–1192CrossRef
4.
go back to reference Cengiz C, Kose E (2013) Modelling of color perception of different eye colors using artificial neural networks. Neural Comput Appl 23:2323–2332CrossRef Cengiz C, Kose E (2013) Modelling of color perception of different eye colors using artificial neural networks. Neural Comput Appl 23:2323–2332CrossRef
5.
go back to reference Srinivasan S, Ziad Saghir M (2014) Predicting thermodiffusion in an arbitrary binary liquid hydrocarbon mixtures using artificial neural networks. Neural Comput Appl 25:1193–1203CrossRef Srinivasan S, Ziad Saghir M (2014) Predicting thermodiffusion in an arbitrary binary liquid hydrocarbon mixtures using artificial neural networks. Neural Comput Appl 25:1193–1203CrossRef
6.
go back to reference Srinivasan S, Ziad Saghir M (2013) Modeling of thermotransport phenomenon in metal alloys using artificial neural networks. Appl Math Model 37:2850–2869MathSciNetCrossRefMATH Srinivasan S, Ziad Saghir M (2013) Modeling of thermotransport phenomenon in metal alloys using artificial neural networks. Appl Math Model 37:2850–2869MathSciNetCrossRefMATH
8.
go back to reference Gençoğlu EN, Şimşeker O, Özdemir L (2009) Flekso Baskı Sistemi, Geliştirilmiş 2. Baskı. DuPont Türkiye, İstanbul. ISBN 978-9944-62-944-7 Gençoğlu EN, Şimşeker O, Özdemir L (2009) Flekso Baskı Sistemi, Geliştirilmiş 2. Baskı. DuPont Türkiye, İstanbul. ISBN 978-9944-62-944-7
10.
go back to reference Abhay S (2004) Understanding colour management. Thomson Delmar Learning, Stakmford Abhay S (2004) Understanding colour management. Thomson Delmar Learning, Stakmford
11.
go back to reference Stefan B, Liane M, Dietmar F (1999) Postscriptum on colour management. Gretag Macbeth Stefan B, Liane M, Dietmar F (1999) Postscriptum on colour management. Gretag Macbeth
12.
go back to reference Sözen A, Gülseven Z, Arcaklıoğlu E (2007) Forecasting based on sectoral energy consumption of GHGs in Turkey and mitigation policies. Energy Policy 35(12):6491–6505CrossRef Sözen A, Gülseven Z, Arcaklıoğlu E (2007) Forecasting based on sectoral energy consumption of GHGs in Turkey and mitigation policies. Energy Policy 35(12):6491–6505CrossRef
13.
go back to reference Haykin S (1994) Neural networks: a comprehensive foundation. Macmillan, New YorkMATH Haykin S (1994) Neural networks: a comprehensive foundation. Macmillan, New YorkMATH
Metadata
Title
Experimental and theoretical study of the color changes in OPP-based printing substrate on the gravure printing
Author
Türkün Şahinbaşkan
Publication date
09-12-2016
Publisher
Springer London
Published in
Neural Computing and Applications / Issue 4/2018
Print ISSN: 0941-0643
Electronic ISSN: 1433-3058
DOI
https://doi.org/10.1007/s00521-016-2716-7

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