The Impact of Coating Ingredients on the Aging Resistance of Topcoat Paints by Model Trees
Topcoat paint is mainly composed of resin and pigment and hence its quality highly depends on the type and proportion of these two ingredients. This study aims at testing the formula of the topcoat paint for finding one that can achieve better quality for anti-aging. Various formulas of paint are a...
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Taiwan Association of Engineering and Technology Innovation
2020-10-01
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doaj-fdf8fcbaac1e43dba8a18cc8dd155a4f2020-11-25T03:35:23ZengTaiwan Association of Engineering and Technology InnovationAdvances in Technology Innovation2415-04362518-29942020-10-0110.46604/aiti.2021.5307The Impact of Coating Ingredients on the Aging Resistance of Topcoat Paints by Model TreesTzu-Tsung Wong0Shih-Hsuan Hung1Institute of Information Management, National Cheng Kung University, Tainan, TaiwanInstitute of Information Management, National Cheng Kung University, Tainan, Taiwan Topcoat paint is mainly composed of resin and pigment and hence its quality highly depends on the type and proportion of these two ingredients. This study aims at testing the formula of the topcoat paint for finding one that can achieve better quality for anti-aging. Various formulas of paint are applied on boards that will be put into ultraviolet accelerated test machines to simulate weathering tests. The gloss and color, before and after the tests, are collected and numerical prediction method M5P is used to grow model trees for discovering the key factors affecting aging. Based on the structure and the linear regression models in the trees, a better topcoat paint should be composed of a high proportion of resin and generally a low proportion of pigment. Good types of resin and pigment are also identified for keeping color and gloss. http://ojs.imeti.org/index.php/AITI/article/view/5307accelerated aging testlinear regressionmodel treenumeric predictiontopcoat paint |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Tzu-Tsung Wong Shih-Hsuan Hung |
spellingShingle |
Tzu-Tsung Wong Shih-Hsuan Hung The Impact of Coating Ingredients on the Aging Resistance of Topcoat Paints by Model Trees Advances in Technology Innovation accelerated aging test linear regression model tree numeric prediction topcoat paint |
author_facet |
Tzu-Tsung Wong Shih-Hsuan Hung |
author_sort |
Tzu-Tsung Wong |
title |
The Impact of Coating Ingredients on the Aging Resistance of Topcoat Paints by Model Trees |
title_short |
The Impact of Coating Ingredients on the Aging Resistance of Topcoat Paints by Model Trees |
title_full |
The Impact of Coating Ingredients on the Aging Resistance of Topcoat Paints by Model Trees |
title_fullStr |
The Impact of Coating Ingredients on the Aging Resistance of Topcoat Paints by Model Trees |
title_full_unstemmed |
The Impact of Coating Ingredients on the Aging Resistance of Topcoat Paints by Model Trees |
title_sort |
impact of coating ingredients on the aging resistance of topcoat paints by model trees |
publisher |
Taiwan Association of Engineering and Technology Innovation |
series |
Advances in Technology Innovation |
issn |
2415-0436 2518-2994 |
publishDate |
2020-10-01 |
description |
Topcoat paint is mainly composed of resin and pigment and hence its quality highly depends on the type and proportion of these two ingredients. This study aims at testing the formula of the topcoat paint for finding one that can achieve better quality for anti-aging. Various formulas of paint are applied on boards that will be put into ultraviolet accelerated test machines to simulate weathering tests. The gloss and color, before and after the tests, are collected and numerical prediction method M5P is used to grow model trees for discovering the key factors affecting aging. Based on the structure and the linear regression models in the trees, a better topcoat paint should be composed of a high proportion of resin and generally a low proportion of pigment. Good types of resin and pigment are also identified for keeping color and gloss.
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topic |
accelerated aging test linear regression model tree numeric prediction topcoat paint |
url |
http://ojs.imeti.org/index.php/AITI/article/view/5307 |
work_keys_str_mv |
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