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    Quality evaluation of knitting yarns using modified FKCM
    LIU Hao;CHENG Ling
    JOURNAL OF TEXTILE RESEARCH    2009, 30 (01): 37-41.  
    Abstract1336)      PDF(pc) (705KB)(14773)       Save
    In order to evaluate more objectively the performance of knitting yarns, a method using modified fuzzy kernel C-Means (FKCM) clustering algorithm for processing and analyzing of knitting yarns is proposed, in which, the data of low dimension input space is mapped to high dimension feature space, FCM clustering algorithm is performed in the feature space, then the Kernel F clustering validity index is designed for seeking the fitness clustering number, and the corresponding relationship model of class sequence numbers and quality grades is constructed. By analyzing the IRIS Dataset, the result shows the modified FKCM has obtained better classification effect. When it is applied to measuring dataset, and KF index indicates it is reasonable to classify the samples into two kinds. According to the constructed relation of classes and quality grades, the quality grade of each class is acquired. The combination of modified FKCM and KF index provides an efficient data analysis method for multi-index dataset.
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    Cited: Baidu(3)
    Modification of down by zirconium ion with phytic acid and its thermal insulation performance
    YING Lili, LI Changlong, WANG Zongqian, WANG Dengfeng, WU Kaiming, XIE Wei, CHENG Huan
    Journal of Textile Research    2020, 41 (10): 94-100.   DOI: 10.13475/j.fzxb.20200101907
    Abstract335)   HTML1)    PDF(pc) (8781KB)(341)       Save

    Zirconium ion (Zr4+) modification can improve the thermal insulation of down. For further improving the Zr4+ load to shorten the modification process, the Zr4+modified functional down was prepared through phytic acid pretreatment and direct impregnation with zirconium sulfate solution based on chelating adsorption. The modified down was characterized by scanning electron microscope, X-ray diffraction spectrometer, inductively coupled plasma spectrometer and infrared spectroscopy and so on. Meanwhile, far-infrared radiation calorimeter and flat insulation meter were used to test the infrared temperature rise and thermal insulation performance of down before and after modification. The results show that the original feather twigs and the angles are not damaged by the Zr4+ modification with the pretreatment of phytic acid, while the fluffy, cleanliness and residual fat ratio of modified down are found to meet the requirements of the down standard. The adsorption capacity to Zr4+of the treated down is significantly enhanced, and the infrared temperature rise and heat preservation coefficient of the modified down are increased by 40% and 8.1%, respectively. The Zr4+, phytic acid and down fibers are mainly combined by covalent chelation, which has excellent washing fastness, and the load of Zr4+ on down fibers maintains a high level after 9 times of washing.

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    Laminated design and water quick-drying performance of biomimetic bamboo-tube fibrous humidifying materials
    ZHAI Qian, ZHANG Heng, ZHAO Ke, ZHU Wenhui, ZHEN Qi, CUI Jingqiang
    Journal of Textile Research    2024, 45 (02): 1-10.   DOI: 10.13475/j.fzxb.20230704801
    Abstract148)   HTML16)    PDF(pc) (11254KB)(83)       Save

    Objective The dry indoor environment causes non-negligible impact on human health. The permeable evaporative humidifier with humidifying core as liquid guiding tunnel showed some positive effect on the indoor humidity management. This paper reports research on a type of humidifier material made following the bionic bamboo structure, and discusses the influence of the design of this material on the sample water conduction and fast drying performance, aiming for improvement of environmental protection by presenting an efficient humidifier inner core.

    Method In this study, PLA micro-nano fiber fabric was prepared by hydrophilic modification of PLA with sodium secondary alkyl sulfonate (SAS) as the main raw material. Viscose fiber was prepared into viscose fiber layer (CEL) by carding process, and the hot-rolled PLA/CEL nonwoven composite was wound to obtain the fiber wiener humidification material. The samples were characterized by Fourier infrared spectrometer(FT-IR) and scanning electron microscope. In addition, liquid contact angle measuring instrument, drying rate tester, electronic fabric strength tester and self-built instrument were used to study the water conduction fast drying characteristics and physical and mechanical properties of the samples.

    Results In terms of micro-morphology, the biomimetic bamboo-tube fibrous humidification material has a continuous or quasi-continuous layered micropore distribution structure parallel to the length direction, providing power for the directional transmission of liquid, wherein the biomimetic bamboo-tube fibrous laminated structure is loose inside and tight outside to provide the basis for the high-speed transmission of liquid. The increase of wind pressure reduced the fiber diameter distribution and pore size distribution in the sample, leading to a high-quality porous structure for efficient liquid transport. FT-IR test showed that the infrared spectra of C—O—C vibration absorption (1 181 cm-1) and C—O tensile (1 081 cm-1) peaks were enhanced after SAS addition, and the liquid contact angle of the sample surface was significantly changed, indicating that SAS successfully improved the hydrophilicity of PLA micro-nano fiber fabric. On the other hand, appropriate changes of melt blowing air pressure and sample density change had a certain optimization effect on the water conduction and quick drying characteristics of the fibrous humidifying materials. The experimental results showed that when the melt-blowing air pressure was 36 kPa and the simple density was 1.1 g/cm3, the liquid absorption rate and drying rate of the sample were the best, which were 112.4 mg/s and 1.03 mL/h, respectively. Compared with the sample density of 1.8 g/cm3