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Tytuł artykułu

Determination of Sewing Thread Consumption for 602, 605, and 607 Cover Stitches Using Geometrical and Multi-Linear Regression Models

Identyfikatory
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
This work deals with prediction of the quantities of sewing threads required to sew a garment using cover stitches for the different classes of 600 (602, 605 and 607 cover stitches) by performing a rapid and precise methods (Geometrical and statistical). Sewing consumption value was estimated based on the geometrical method of different cover stitch shapes to prevent inventory of stocks for each stitch type. In the prediction of the sewing thread consumption for each investigated stitch, it was assumed that the consumption is a function of the input parameters, such as material thickness, stitch density, yarn linear density, and seam width. In addition, a statistical method based on multi-linear regression was established. The coefficient R2 value was determined to evaluate the precision of the geometrical and statistical methods. By comparing the theoretical thread consumption with the experimental ones, it is concluded that the geometrical method is more accurate than the statistical method regarding the range of R2 (from 98.78% to 99.38%), which encouraged industrialists to use geometrical models to predict thread consumption. The input parameters contributing to the sewing thread consumption behavior were studied and analyzed. It was concluded that the most important parameters influencing thread consumption are stitch density followed by seam width. Both yarn density and material thickness have a low contribution to the thread consumption value.
Rocznik
Strony
497--508
Opis fizyczny
Bibliogr. 31 poz.
Twórcy
autor
  • Textile Engineering Laboratory, National School of Engineers of Monastir, University of Monastir, Monastir, Tunisia
  • Textile Engineering Laboratory, National School of Engineers of Monastir, University of Monastir, Monastir, Tunisia
  • Laboratoire de Physique et Mécanique Textile, Ecole Nationale Supérieure d’Ingénieurs Sud Alsace, Université de Haut-Alsace, France
Bibliografia
  • [1] Jaouachi, B., Aouine, S., Khedher, F. (2017). Consumed sewing thread behaviour based on Lockstitch and chain stitch. Indian Journal of Fibre & Textile Research, 42(3), 325-334.
  • [2] Khedher, F., Jaouachi, B. (2014). Waste factor evaluation using theoretical and experimental jean pants consumptions. The Journal of the Textile Institute, 106(4), 402-408.
  • [3] Subrata and Vaseem. (2014)
  • [4] Lauriol, A. (1999). Modes and techniques: Initiation to the technology of materials in the clothing industries. (2nd ed.) Strasbourg, France.
  • [5] Midha, V. K., Sharma, S., Gupta, V. (2016). Predicting sewing thread consumption for lockstitch using regression model. Research Journal of Textile and Apparel, 20(3), 155-163.
  • [6] Abher, R., Sheraz, A., Muhammed, M., Faheem, A., Afzel, M. A. (2014). Geometrical model to calculate the consumption of sewing thread for 301 Lockstitch. The Journal of the Textile Institute, 105(12), 1259-1264.
  • [7] Jaouachi, B., Khedher, F. (2015). Evaluation of sewed thread consumption of jean trousers using neural network and regression methods. Fibres & Textile in Eastern Europe, 3(111), 91-96.
  • [8] Jaouachi, B., Khedher, F. (2013). Evaluating sewing thread consumption of jean pants using fuzzy and regression methods. The Journal of the Textile Institute, 104(10), 1065-1070.
  • [9] Sharma, S., Gupta, V., Midha, V. K. (2017). Predicting sewing thread consumption for chain stitch using regression model. Journal of Textile Science and Engineering, 7, DOI: 10.4172/2165-8064.1000295.
  • [10] VIinay, K. M., Shailja, S., Vaibhav, G. (2016). Predicting sewing thread consumption for lockstitch using regression model. Research Journal of Textile and Apparel, 20(3), 155-163.
  • [11] Abher, R., Sheraz, A., Ateequr, N., Muhammad, B. R. (2018). Geometrical model to calculate the consumption of sewing thread for 504 over-edge stitch. The Journal of the Textile Institute, 109(11), 1418-1423.
  • [12] Gazzah, M., Khedher, F., Jaouachi, B. (2017). Modelling the sewing thread consumption of 602 cover-stitch based on its geometrical shape. The International Journal of Applied Research on Textile, 5(2), 1-15.
  • [13] Chavan, Md.. V., Ghosh, S., Naidu, M. R. (2019). An elliptical model for lockstitch 301 seam to estimate thread consumption. The Journal of the Textile Institute, 110(12), 1740-1746.
  • [14] Jaouachi, B., Khedher, F., Adolphe, C. D. (2018). Compared basic stitch’s consumptions using image analysis, geometrical modelling and statistical techniques. The Journal of the Textile Institute, 110(9), 1280-1292.
  • [15] Malek, S., Khedher, F., Adolphe, C. D., Jaouachi, B. (2019). Sewing thread consumption for chain stitches class 400 using geometrical and multi-linear regression models. Autex Research Journal, DOI: 10.2478/aut-2019-0051.
  • [16] Malek, S., Adolphe, C. D., Jaouachi, B. (2019). Prediction of sewing thread consumption for over-edge stitches class 500 using geometrical and multi-linear regression models. Autex Research Journal, DOI: 10.2478/aut-2019-0060.
  • [17] Malek et al. (2019).
  • [18] NFG 07-117. (1981). Method of assessing of fabric threads slippage and measurement of the seam resistance. French Association for Standardization AFNOR, 201-209.
  • [19] Mukhopadhyay, A. (2008). Relative performance of lockstitch and chainstitch at the seat seam of military trouser. Journal of Engineered Fibers and Fabrics, 3(1), 21-24.
  • [20] Jaouachi et al. (2019).
  • [21] Jaouachi et al. (2015).
  • [22] Sohanur. (2015).
  • [23] Gazzah, M. (2015). Study of the effect of yarn/yarn friction on the behavior bagging of denim fabric. PhD thesis in Textile Engineering, University of Monastir- Tunisia.
  • [24] Jaouachi, B., Khedher, F., Mili, F. (2012). Consumption of the sewing thread of jean pant using Taguchi design analysis. Autex Research Journal, 12 (4), 81-86.
  • [25] Kennon, W. R., Hayes, S. G. (2000). The effects of feed retardation on chain stitch sewing. The Journal of the Textile Institute, 91(4), 509-522.
  • [26] Hayes, S. G. (2001).The Effects of check-spring travel on chain stitch sewing. Research Journal of Textile and Apparel, 5(2), 54-64.
  • [27] Goldnfiber. (2018). Major Factors for doing Sewing Thread Consumption. Web site: http://www.goldnfiber.com/2016/07/major-factors-for-doing-sewing-threadconsumption.html
  • [28] Ghosh, S., Chavhan, Md. V. (2014). A geometrical model of stitch length for lockstitch seam. Indian Journal of Fibre & Textile Research, 39(2), 153-156.
  • [29] Prabir, J. (2011). Assembling technologies for functional garments-An overview. Indian Journal of Fibre & Textile Research, 36, 380-387.
  • [30] Sobuj, Md. S. R. (2015). Relation between yarn count and diameter & count calculation for ply yarn. Web site: https://textilestudycenter.com/relation-between-yarn-count-and-diameter (27 February 2015).
  • [31] Yildiz, Z., Dal, V., Ünal, M., Yildiz, K. (2013). Use of artificial neural networks for modelling of seam strength and elongation at break. Fibres & Textiles in Eastern Europe, 21, 5(101), 117-123.
Uwagi
Opracowanie rekordu ze środków MEiN, umowa nr SONP/SP/546092/2022 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2022-2023).
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-519108d2-8dcb-4eb4-a8a9-92d9fad28532
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