Developing an intelligent fiber migration simulator in spun yarns using a genetic fuzzy system

作者：Shahrabi Jamal^*; Hadavandi Esmaeil; Soltani Parham

来源：Fibers and Polymers, 2013, 14(5): 844-853.

DOI：10.1007/s12221-013-0844-6

• Migration factor
• Yarn tenacity
• Yarn hairiness
• Yarn structure
• Genetic fuzzy system
• Variable selection

The mechanical and physical properties of spun yarns and fabrics depend not only on mechanical properties of the fibers making up the yarn, but also geometrical arrangement of fibers, known as fiber migration. The main aim of this research is to introduce a new approach to predict migratory behavior of spun yarns. Achieving the objectives of this research, general physical, mechanical and structural properties of spun yarns together with existing standards were thoroughly studied. A hybrid intelligent model was developed based on a Genetic Fuzzy System (GFS) to model the relationships between migration of fibers in spun yarns and some physical and mechanical properties of spun yarns. Results indicated that the developed fuzzy expert system can be used as an intelligent simulator to predict yarn migratory parameters.

• 出版日期2013-5