A multilayer perceptron artificial neural network model for estimation of ultraviolet protection properties of polyester microfiber fabric

作者: Can Eyupoglu , Seyda Eyupoglu , Nigar Merdan

DOI: 10.1080/00405000.2020.1819000

关键词: UltravioletMicrofiberMultilayer perceptronMaterials scienceAccelerated agingPolyesterContext (language use)Ultraviolet protectionArtificial neural network modelComposite material

摘要: In this study, the use of a polyester fabric produced from microfibers as siding material for construction industry was investigated. context, an ultraviolet (UV) absorber applied to ...

参考文章(35)
Feifei Sun, Qingni Yu, Jingke Zhu, Lecheng Lei, Zhongjian Li, Xingwang Zhang, Measurement and ANN prediction of pH-dependent solubility of nitrogen-heterocyclic compounds Chemosphere. ,vol. 134, pp. 402- 407 ,(2015) , 10.1016/J.CHEMOSPHERE.2015.04.092
Tatsuya Hongu, Glyn O. Phillips, Machiko Takigami, New millennium fibers Woodhead Publishing , CRC Press. ,(2005) , 10.1533/9781845690793
Anne Marsden, Amy Shahtout, International Organization for Standardization American Society of Microbiology. pp. 447- 450 ,(2014) , 10.1128/9781555817282.CH22
Kumanan Bharathi Yazhini, Halliah Gurumallesh Prabu, Study on flame-retardant and UV-protection properties of cotton fabric functionalized with ppy–ZnO–CNT nanocomposite RSC Advances. ,vol. 5, pp. 49062- 49069 ,(2015) , 10.1039/C5RA07487H
Mahmood M. Shokrieh, Alireza Bayat, Effects of ultraviolet radiation on mechanical properties of glass/polyester composites Journal of Composite Materials. ,vol. 41, pp. 2443- 2455 ,(2007) , 10.1177/0021998307075441
Tim Hill, Leorey Marquez, Marcus O'Connor, William Remus, None, Artificial neural network models for forecasting and decision making International Journal of Forecasting. ,vol. 10, pp. 5- 15 ,(1994) , 10.1016/0169-2070(94)90045-0
Cheng-Tzu Lee, Chih-Hung Wu, Mu-Shih Lin, Poly(phenyl acrylate) and Poly(p-methylphenyl acrylate) as photo- stabilizers II. Protection of PET against photo-oxidation Polymer Degradation and Stability. ,vol. 83, pp. 435- 440 ,(2004) , 10.1016/J.POLYMDEGRADSTAB.2003.09.005
W CZAJKOWSKI, J PALUSZKIEWICZ, R STOLARSKI, M KAZMIERSKA, E GRZESIAK, Synthesis of reactive UV absorbers, derivatives of monochlorotriazine, for improvement in protecting properties of cellulose fabrics Dyes and Pigments. ,vol. 71, pp. 224- 230 ,(2006) , 10.1016/J.DYEPIG.2005.07.004
I. Algaba, A. Riva, In vitro measurement of the ultraviolet protection factor of apparel textiles Coloration Technology. ,vol. 118, pp. 52- 58 ,(2002) , 10.1111/J.1478-4408.2002.TB00137.X