Colour Mixing Modelling and Simulation: Optimization of Colour Recipe for Carded Fibres
Colour matching between carded and finished fibres is an important challenge for textile industry. The straightforward approach for mixing together some differently coloured fibres in order to obtain a blend of a desired colour is to perform a trial and error approach starting from a given colour re...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Wiley
2010-01-01
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| Series: | Modelling and Simulation in Engineering |
| Online Access: | http://dx.doi.org/10.1155/2010/487678 |
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| _version_ | 1832552332640911360 |
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| author | Rocco Furferi Monica Carfagni |
| author_facet | Rocco Furferi Monica Carfagni |
| author_sort | Rocco Furferi |
| collection | DOAJ |
| description | Colour matching between carded and finished fibres is an important
challenge for textile industry. The straightforward approach for
mixing together some differently coloured fibres in order to
obtain a blend of a desired colour is to perform a trial and error
approach starting from a given colour recipe and optimizing it
with several attempts. Unfortunately, dyeing process so as the
carding procedure may result in a carded fibre whose colour is
different from the desired one. As a consequence textile companies
have to modify the original recipe in order to reduce the gap
between the colour of the final product and the desired one. The
present work describes a model able to simulate the colour mixing
of fibres in order to assess the best recipe. The model consists
in two modules: a “prediction module” predicts the colour of a
blend obtained by mixing together several fibres; an “optimization
module” is used to optimize the final recipe. The devised system
has been tested for optimizing the recipe of a set of 200 blends.
The mean error in predicting the blend colour is about 15% with a
variance of 0.165. The time for optimizing the recipe is reduced
by 92%. |
| format | Article |
| id | doaj-art-e799a6b314684e6a8e071fec032c2bc8 |
| institution | Kabale University |
| issn | 1687-5591 1687-5605 |
| language | English |
| publishDate | 2010-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Modelling and Simulation in Engineering |
| spelling | doaj-art-e799a6b314684e6a8e071fec032c2bc82025-02-03T05:59:05ZengWileyModelling and Simulation in Engineering1687-55911687-56052010-01-01201010.1155/2010/487678487678Colour Mixing Modelling and Simulation: Optimization of Colour Recipe for Carded FibresRocco Furferi0Monica Carfagni1Dipartimento di Meccanica e Tecnologie Industriali, Università degli Studi di Firenze, Via di Santa Marta 3, 50139 Firenze, ItalyDipartimento di Meccanica e Tecnologie Industriali, Università degli Studi di Firenze, Via di Santa Marta 3, 50139 Firenze, ItalyColour matching between carded and finished fibres is an important challenge for textile industry. The straightforward approach for mixing together some differently coloured fibres in order to obtain a blend of a desired colour is to perform a trial and error approach starting from a given colour recipe and optimizing it with several attempts. Unfortunately, dyeing process so as the carding procedure may result in a carded fibre whose colour is different from the desired one. As a consequence textile companies have to modify the original recipe in order to reduce the gap between the colour of the final product and the desired one. The present work describes a model able to simulate the colour mixing of fibres in order to assess the best recipe. The model consists in two modules: a “prediction module” predicts the colour of a blend obtained by mixing together several fibres; an “optimization module” is used to optimize the final recipe. The devised system has been tested for optimizing the recipe of a set of 200 blends. The mean error in predicting the blend colour is about 15% with a variance of 0.165. The time for optimizing the recipe is reduced by 92%.http://dx.doi.org/10.1155/2010/487678 |
| spellingShingle | Rocco Furferi Monica Carfagni Colour Mixing Modelling and Simulation: Optimization of Colour Recipe for Carded Fibres Modelling and Simulation in Engineering |
| title | Colour Mixing Modelling and Simulation: Optimization of Colour Recipe for Carded Fibres |
| title_full | Colour Mixing Modelling and Simulation: Optimization of Colour Recipe for Carded Fibres |
| title_fullStr | Colour Mixing Modelling and Simulation: Optimization of Colour Recipe for Carded Fibres |
| title_full_unstemmed | Colour Mixing Modelling and Simulation: Optimization of Colour Recipe for Carded Fibres |
| title_short | Colour Mixing Modelling and Simulation: Optimization of Colour Recipe for Carded Fibres |
| title_sort | colour mixing modelling and simulation optimization of colour recipe for carded fibres |
| url | http://dx.doi.org/10.1155/2010/487678 |
| work_keys_str_mv | AT roccofurferi colourmixingmodellingandsimulationoptimizationofcolourrecipeforcardedfibres AT monicacarfagni colourmixingmodellingandsimulationoptimizationofcolourrecipeforcardedfibres |