Using neuro-fuzzy for prediction ring spun yarn strength from cotton fibers properties

被引：0
|
作者：
Shams-Nateri, A [1 ]
机构：
[1] Guilan Univ, Dept Text Engn, Rasht, Iran
来源：
ISC'2005: 3rd Industrial Simulation Conference 2005 | 2005年
关键词：
cotton; fiber; yarn; relationship; neuro-fuzzy;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper describes advance techniques that can be used to Predict ring spun yam strength from HVI/FMT measured properties of cotton fiber such as span length, bundle strength, fineness, uniformity ratio and maturity of cotton fibers. A neuro-fuzzy network and multiplelinear regression techniques and Sitra's expressions have been used to predict yam strength. The results conclusively prove the superiority of neuro-fuzzy method over multiple-linear regression techniques and Sitra's expressions.
引用
收藏
页码：376 / 379
页数：4
相关论文
共 50 条
  • [31] Application of an Adaptive Neuro-fuzzy System for Predicting Rotor Spinning Yarn Quality Properties
    Nebikora, Ildephonse
    Wang Jun
    PROCEEDINGS OF THE FIBER SOCIETY 2009 SPRING CONFERENCE, VOLS I AND II, 2009, : 88 - 91
  • [32] Identification and prediction using recurrent compensatory neuro-fuzzy systems
    Lin, CJ
    Chen, CH
    FUZZY SETS AND SYSTEMS, 2005, 150 (02) : 307 - 330
  • [33] Prediction of Trust in Scripted Dialogs Using Neuro-Fuzzy Method
    Khalid, H. M.
    Liew, W. S.
    Helander, M. G.
    Loo, C. K.
    2016 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM), 2016, : 1558 - 1562
  • [34] Prediction of river flow using hybrid neuro-fuzzy models
    Azad, Armin
    Farzin, Saeed
    Kashi, Hamed
    Sanikhani, Hadi
    Karami, Hojat
    Kisi, Ozgur
    ARABIAN JOURNAL OF GEOSCIENCES, 2018, 11 (22)
  • [35] Prediction of the chaotic time series using neuro-fuzzy networks
    Tan, W
    Wang, YN
    Zhou, SW
    Liu, ZR
    ACTA PHYSICA SINICA, 2003, 52 (04) : 795 - 801
  • [36] Designing the strength properties of yarn using polyacrylonitrile fibers
    N. S. Skulanova
    Yu. P. Kolesnikov
    E. R. Popova
    Fibre Chemistry, 2011, 43 : 150 - 153
  • [37] Seizure Prediction Using Adaptive Neuro-Fuzzy Inference System
    Rabbi, Ahmed F.
    Azinfar, Leila
    Fazel-Rezai, Reza
    2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2013, : 2100 - 2103
  • [38] Electricity Consumption Prediction Model using Neuro-Fuzzy System
    Abiyev, Rahib
    Abiyev, Vasif H.
    Ardil, Cemal
    PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 8, 2005, 8 : 128 - 131
  • [39] Prediction of rotor spun yarn strength using support vector machines method
    Deogratias Nurwaha
    Xinhou Wang
    Fibers and Polymers, 2011, 12 : 546 - 549
  • [40] CPU load prediction using neuro-fuzzy and Bayesian inferences
    Bey, Kadda Beghdad
    Benhammadi, Farid
    Gessoum, Zahia
    Mokhtari, Aicha
    NEUROCOMPUTING, 2011, 74 (10) : 1606 - 1616
12345