Computer Simulations of Rotor Spun Yarn Properties with Response Surface Methodology and ANFIS

摘要：

There are great quantities of noils in China.Rotor spinning is the most prospecive new spinning technology.Adopting of rotor spinning technology to process noils will achieve considerable economic benefits.In this paper,wool/acrylic blended yarns were spun on a rotor spinning machine and the yarn properties were tested.The systematic methodology for modeling the yarn properties from the processing parameters was studied.Effects of rotor speed,opening roller speed and twist multiplier on the yarn properties were simulated with the response surface methodology and Adaptive Network-based Fuzzy Inference System (ANFIS).Performance of these two models was evaluated.The results reveal that ANFIS has better prediction accuracy,but the response surface methodology is superior in handling data distributions in terms of depicting the relationship between inputs and outputs.

关键词： rotor spun yarn property response surface methodology ANFIS

作者: Lili Wu Ting Chen

作者单位: College of Textile and Clothing Engineering Soochow University Suzhou,China College of Textile and Clothing Engineering National Engineering Laboratory for Modern Silk Soochow

会议类型: 国际会议

会议名称: 2010 4th International Conference on Intelligent Information Techonlogy Application(第四届智能信息技术应用国际学术研讨会 IITA 2010)

会议地点: 秦皇岛

会议语种:英文

页码: 502-505

在线出版日期: 2010-11-05（万方平台首次上网日期，不代表论文的发表时间）