Modeling of thermal properties of multilayered fabrics by ANN consisting of polypropylene needle-punched nonwovens

References

• Alibi, H., Fayala, F., Jemni, A., & Zeng, X. (2012a). A neural network system for prediction of thermal resistance of knit fabrics. Special Topics and Reviews in Porous Media, 3, 35–53.
   Google Scholar
• Alibi, H., Fayala, F., Jemni, A., & Zeng, X. (2012b). Modeling thermal conductivity of stretch knitted fabrics using an optimal neural network system. Journal of Applied Sciences, 12, 2283–2294.
   Google Scholar
• Bhattacharjee, D., & Kothari, V. K. (2007). A neural network system for prediction of thermal resistance of textile fabrics. Textile Research Journal, 77, 4–12.
   Google Scholar
• Das, A., Alagirusamy, R., & Banerjee, B. (2009). Study on needle-punched non-woven fabrics made from shrinkable and non-shrinkable acrylic blends. Part II: Transmission behaviour. Journal of The Textile Institute, 100, 350–357.
   Web of Science ®Google Scholar
• Das, A., Alagirusamy, R., Shabaridharan, K., & Kumar, P. (2012). Study on heat transmission through multilayer clothing assemblies under different convective modes. Journal of The Textile Institute, 103, 777–786.
   Web of Science ®Google Scholar
• Das, A., Kothari, V. K., & Balaji, M. (2007). Studies on cotton acrylic bulked yarns and fabrics. Part – II: Fabric characteristics. Journal of The Textile Institute, 98, 363–375.
   Web of Science ®Google Scholar
• Das, A., Shabaridharan, K., & Biswas, B. (2011). Study on heat and moisture vapour transmission characteristics through multilayered fabric ensembles. Indian Journal of Fibre and Textile Research, 36, 410–414.
   Web of Science ®Google Scholar
• Debnath, S., & Madhusoothanan, M. (2010). Thermal insulation, compression and air permeability of polyester needle punched nonwoven. Indian Journal of Fibre and Textile Research, 35, 38–44.
   Web of Science ®Google Scholar
• Debnath, S., & Madhusoothanan, M. (2011). Thermal resistance and air permeability of jute-polypropylene blended needle-punched nonwoven. Indian Journal of Fibre and Textile Research, 36, 122–131.
   Web of Science ®Google Scholar
• Fayala, F., Alibi, H., Benltoufa, S., & Jemni, A. (2008). Neural network for predicting thermal conductivity of knit materials. Journal of Engineered Fibres and Fabrics, 3, 53–60.
   Google Scholar
• Frydrych, I., Sybilska, W., & Wajszczyk, M. (2009). Analysis of selected physical properties of membrane fabrics influencing the utility comfort of clothing. Fibres and Textiles in Eastern Europe, 77, 50–55.
   Google Scholar
• Guruprasad, R., & Behera, B. K. (2010). Soft computing in textiles. Indian Journal of Fibre and Textile Research, 35, 75–84.
   Web of Science ®Google Scholar
• Huang, J. (2006). Sweating guarded hot plate test method. Polymer Testing, 25, 709–716.
   Web of Science ®Google Scholar
• Majumdar, A. (2011). Modelling of thermal conductivity of knitted fabrics made of cotton–bamboo yarns using artificial neural network. Journal of The Textile Institute, 102, 752–762.
   Web of Science ®Google Scholar
• Majumdar, A., Singh, S. P., & Ghosh, A. (2011). Modelling, optimization and decision making techniques in designing of functional clothing. Indian Journal of Fibre and Textile Research, 36, 398–409.
   Web of Science ®Google Scholar
• Midha, V. K. (2011). Ranking fibre and process parameters affecting thermal resistance of needle punched blankets using neural network model. Journal of The Textile Institute, 102, 668–674.
   Web of Science ®Google Scholar
• Midha, V. K., Alagirusamy, R., & Kothari, V. K. (2004). Studies on thermal properties of hollow polyester needle punched blankets. Asian Textile Journal, 13, 65–70.
   Google Scholar
• Morton, W. E., & Hearle, J. W. S. (2008). Physical Properties of Textile Fibres (4th ed.). Cambridge: Woodhead Publishing.
   Google Scholar
• Shabaridharan, K. & Das, A. (in press-a). Statistical and ANN analysis of thermal and evaporative resistances of multilayered fabric ensembles. Journal of The Textile Institute, doi: 10.1080/00405000.2013.766392
   Google Scholar
• Shabaridharan, K., & Das, A. (2012). Study on heat and moisture vapour transmission characteristics through multilayered fabric ensembles. Fibers and Polymers, 13, 522–528.
   Web of Science ®Google Scholar
• Shabaridharan, K. & Das, A. (in press-b). Study on thermal and evaporative resistances of multilayered fabric ensembles. Journal of The Textile Institute, doi:10.1080/00405000.2013.771428
   Google Scholar
• Varkiyani, S. M., Rahimzadeh, H., Bafekrpoor, H., & Jeddi, A. A. A., (2011). Influence of punch density and fiber blends on thermal conductivity on nonwoven. The Open Textile Journal, 4, 1–6.
   Google Scholar