scholarly journals Optimization of Conductive Thin Film Epoxy Composites Properties Using Desirability Optimization Methodology

2016 ◽  
Vol 2016 ◽  
pp. 1-8 ◽  
Author(s):  
C. P. Khor ◽  
Mariatti bt Jaafar ◽  
Sivakumar Ramakrishnan
Keyword(s):  
Thin Film ◽  
Response Surface ◽  
Desirability Function ◽  
Quadratic Model ◽  
Contour Plot ◽  
Design Matrix ◽  
Multiwalled Carbon ◽  
Optimization Methodology ◽  
Thin Film Composites ◽  
Film Composites

Multiwalled carbon nanotubes (MWCNTs)/epoxy thin film nanocomposites were prepared using spin coating technique. The effects of process parameters such as sonication duration (5–35 min) and filler loadings (1-2 vol%) were studied using the design of experiment (DOE). Full factorial design was used to create the design matrix for the two factors with three-level experimentation, resulting in a total of 9 runs (32) of experimentation. Response surface methodology (RSM) combined with E.C. Harrington’s desirability function called desirability optimization methodology (DOM) was used to optimize the multiple properties (tensile strength, elastic modulus, elongation at break, thermal conductivity, and electrical conductivity) of MWCNTs/epoxy thin film composites. Based on response surface analysis, quadratic model was developed. Analysis of variance (ANOVA),R-squared (R-Sq), and normal plot of residuals were applied to determine the accuracy of the models. The range of lower and upper limits was determined in an overlaid contour plot. Desirability function was used to optimize the multiple responses of MWCNTs/epoxy thin film composites. A global solution of 12.88 min sonication and 1.67 vol% filler loadings was obtained to have maximum desired responses with composite desirability of 1.

scholarly journals Modelling, Analysis, and Optimization of the Effects of Pulsed Electrophoretic Deposition Parameters on TiO2 Films Properties Using Desirability Optimization Methodology

Materials ◽  
2020 ◽  
Vol 13 (22) ◽  
pp. 5160
Author(s):  
Nesrine Barbana ◽  
Adel Ben Youssef ◽  
Mohamed Ali Rezgui ◽  
Latifa Bousselmi ◽  
Mohammad Al-Addous
Keyword(s):  
Thin Film ◽  
Response Surface ◽  
Electrophoretic Deposition ◽  
Duty Cycle ◽  
Applied Voltage ◽  
Deposition Time ◽  
Desirability Function ◽  
Quadratic Model ◽  
Adhesion Properties ◽  
Optimization Methodology

Titanium dioxide thin films immobilized over treated stainless steel were prepared using the pulsed electrophoretic deposition technique. The effects of process parameters (deposition time, applied voltage, initial concentration, and duty cycle) on photocatalytic efficiency and adhesion properties were investigated. To optimize the multiple properties of the thin film, a response surface methodology was combined with a desirability optimization methodology. Additionally, a quadratic model was established based on response surface analysis. The precision of the models was defined based on the analysis of variance (ANOVA), R2, and the normal plot of residuals. Then, a desirability function was used to optimize the multiple responses of the TiO2 thin film. The optimum values of applied voltage, catalyst concentration, duty cycle, and deposition time were 4 V, 16.34 g/L, 90% DC, and 150 s, respectively. Under these conditions, the decolorization efficiency of tested dye solution reached 82.75%. The values of critical charges LC1, LC2, and LC3 were 5.9 N, 12.5 N, and 16.7 N, respectively.

Biomass-Derived Humin-like Furanic Polymers as an Effective UV-Shielding Agent for Optically Transparent Thin-Film Composites

2021 ◽  
Author(s):  
Rajathsing Kalusulingam ◽  
Sampath Gajula ◽  
Paulmanickam Koilraj ◽  
Duraikkannu Shanthana Lakshmi ◽  
Rajesh J. Tayade ◽  
...  
Keyword(s):  
Thin Film ◽  
Uv Shielding ◽  
Optically Transparent ◽  
Thin Film Composites ◽  
Film Composites

Giant magnetoelectric effect at low frequencies in polymer-based thin film composites

2014 ◽  
Vol 104 (2) ◽  
pp. 022904 ◽  
Author(s):  
A. Kulkarni ◽  
K. Meurisch ◽  
I. Teliban ◽  
R. Jahns ◽  
T. Strunskus ◽  
...  
Keyword(s):  
Thin Film ◽  
Magnetoelectric Effect ◽  
Low Frequencies ◽  
Thin Film Composites ◽  
Film Composites

Polyamide/polyacrylonitrile thin film composites as forward osmosis membranes

2016 ◽  
Vol 133 (42) ◽  
Author(s):  
Parisa Hajighahremanzadeh ◽  
Mahsa Abbaszadeh ◽  
Seyyed Abbas Mousavi ◽  
Mohammad Soltanieh ◽  
Hadi Bakhshi
Keyword(s):  
Thin Film ◽  
Forward Osmosis ◽  
Thin Film Composites ◽  
Film Composites

scholarly journals PLANEJAMENTO DE MISTURAS E VISUALIZAÇÃO DA REGIÃO ÓTIMA COM PLANILHAS NO EXCEL: UM TUTORIAL

Química Nova ◽  
2021 ◽  
Author(s):  
Felipe Hilário ◽  
Jeyne Castro ◽  
Tomas Barros ◽  
Edenir Pereira-Filho
Keyword(s):  
Response Surface ◽  
Desirability Function ◽  
Mixture Design ◽  
Contour Plot ◽  
Data Sets ◽  
Multiple Responses ◽  
Data Treatment ◽  
Optimum Region

MIXTURE DESIGN AND OPTIMUM REGION VISUALIZATION WITH SPREADSHEETS AT EXCEL: A TUTORIAL. This tutorial shows how to perform the data treatment for mixture design with two and multiple responses. Two data sets from the literature were used to exemplify the calculations. A template in Excel was proposed to prepare contour plot and response surface to visualize the optimum region of the mixture, which usually is made with commercial computational programs. The desirability function was used in example 2 (optimization of 5 responses simultaneously), and a code also available for download was proposed. Besides, 21 videos were prepared to show all the details for the readers and, it is available on YouTube. With this tutorial, it is possible to learn in a practical fashion how to handle the data from mixture design and, the authors hope to contribute with the researchers in this area

Synthesis of multifunctional single-wall carbon nanotube-amorphous diamond thin film composites

2003 ◽  
Author(s):  
David B. Geohegan ◽  
C. H. Schittenhelm ◽  
Alexander A. Puretzky ◽  
M. J. Lance ◽  
Gerald E. Jellison, Jr. ◽  
...  
Keyword(s):  
Thin Film ◽  
Carbon Nanotube ◽  
Single Wall Carbon Nanotube ◽  
Single Wall Carbon ◽  
Diamond Thin Film ◽  
Thin Film Composites ◽  
Film Composites

High permeance nanofiltration thin film composites with a polyelectrolyte complex top layer containing graphene oxide nanosheets

2017 ◽  
Vol 540 ◽  
pp. 391-400 ◽  
Author(s):  
Yi-Chun Wang ◽  
S. Rajesh Kumar ◽  
Chao-Ming Shih ◽  
Wei-Song Hung ◽  
Quan-Fu An ◽  
...  
Keyword(s):  
Thin Film ◽  
Graphene Oxide ◽  
Polyelectrolyte Complex ◽  
Graphene Oxide Nanosheets ◽  
Thin Film Composites ◽  
Film Composites

Finite-size effects in thin-film composites

2002 ◽  
Vol 82 (16) ◽  
pp. 3087-3117 ◽  
Author(s):  
Conal E. Murray ◽  
I. C. Noyan
Keyword(s):  
Thin Film ◽  
Size Effects ◽  
Finite Size ◽  
Finite Size Effects ◽  
Thin Film Composites ◽  
Film Composites

scholarly journals Under-liquid dual superlyophobic nanofibrous polymer membranes achieved by coating thin-film composites: a design principle

2019 ◽  
Vol 10 (25) ◽  
pp. 6382-6389 ◽  
Author(s):  
Qifei Wang ◽  
Yang Wang ◽  
Baixian Wang ◽  
Zhiqiang Liang ◽  
Jiancheng Di ◽  
...  
Keyword(s):  
Thin Film ◽  
Design Principle ◽  
Polymer Membranes ◽  
Efficient Separation ◽  
Oil Water ◽  
Thin Film Composites ◽  
Film Composites

Under-liquid dual superlyophobic polymer membranes are fabricated by coating thin-film composites, achieving efficient separation of arbitrary oil/water mixtures and emulsions.

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