Multi-objective optimization in the development of oil and water repellent cellulose fabric based on response surface methodology and the desirability function

被引:28
作者
Ahmad, Naseer [1 ,2 ]
Kamal, Shahid [1 ]
Raza, Zulfiqar Ali [2 ]
Hussain, Tanveer [2 ]
机构
[1] Univ Punjab, Coll Stat & Actuarial Sci, Lahore, Pakistan
[2] Natl Text Univ, Faisalabad 37610, Pakistan
关键词
cellulose; desirability function; optimization; response surface methodology; water repellent; MULTIRESPONSE OPTIMIZATION; SILICA NANOPARTICLES;
D O I
10.1088/2053-1591/aa5f6a
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The present study investigated multi-response optimization of certain input parameters viz. concentrations of oil and water repellent finish (Oleophobol CP-C (R)), dimethylol dihydroxy ethylene urea based cross linking agent (Knittex FEL) and curing temperature on some mechanical, (i.e. tear and tensile strengths), functional (i.e., water contact angle `WCA', oil contact angle `OCA') and comfort (i.e. crease recovery angle `CRA', air permeability `AP', and stiffness) properties of an oleohydrophobic finished fabric under response surface methodology and the desirability function. The results have been examined using analysis of variance (ANOVA) and desirability function for the identification of optimum levels of input variables. The ANOVA was employed also to identify the percentage contribution of process factors. Under the optimized conditions, which were obtained with a total desirability value of 0.7769, the experimental values of Oleophobol CP-C (R) (O-CPC), Knittex FEL (K-FEL) and curing temperature (C-Temp) agreed closely with the predicted values. The optimized process parameters for maximum WCA (135 degrees), OCA (129 degrees), AP (290 m s(-1)), CRA (214 degrees), tear (1492 gf) and tensile (764 N) strengths and minimum stiffness (3.2928 cm) were found to be: concentration of OCP-C as 44.44 g l(-1), concentration of cross linker K-FEL as 32.07 g l(-1) and C-Temp as 161.81 degrees C.
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页数:16
相关论文
共 32 条
[1]   Multi-response optimization in the development of oleo-hydrophobic cotton fabric using Taguchi based grey relational analysis [J].
Ahmad, Naseer ;
Kamal, Shahid ;
Raza, Zulfiqar Ali ;
Hussain, Tanveer ;
Anwar, Faiza .
APPLIED SURFACE SCIENCE, 2016, 367 :370-381
[2]  
Armstrong RA, 2000, OPHTHAL PHYSL OPT, V20, P235, DOI 10.1016/S0275-5408(99)00064-2
[3]   Superhydrophobicity of cotton fabrics treated with silica nanoparticles and water-repellent agent [J].
Bae, Geun Yeol ;
Min, Byung Gil ;
Jeong, Young Gyu ;
Lee, Sang Cheol ;
Jang, Jin Ho ;
Koo, Gwang Hoe .
JOURNAL OF COLLOID AND INTERFACE SCIENCE, 2009, 337 (01) :170-175
[4]   ON THE EXPERIMENTAL ATTAINMENT OF OPTIMUM CONDITIONS [J].
BOX, GEP ;
WILSON, KB .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1951, 13 (01) :1-45
[6]   Experimental design and multiple response optimization. Using the desirability function in analytical methods development [J].
Candioti, Luciana Vera ;
De Zan, Maria M. ;
Camara, Maria S. ;
Goicoechea, Hector C. .
TALANTA, 2014, 124 :123-138
[7]  
Das B, 2009, J ENG FIBER FABR, V4, P20
[8]  
DERRINGER G, 1980, J QUAL TECHNOL, V12, P214, DOI 10.1080/00224065.1980.11980968
[9]  
Enescu D, 2008, ROM BIOTECH LETT, V13, P4037
[10]   Biological and synthetic self-cleaning surfaces [J].
Genzer, Jan ;
Marmur, Abraham .
MRS BULLETIN, 2008, 33 (08) :742-746