Statistica Methodology Design of Experiments
Teachers in charge
Study
Textile Science and Technology - postgraduate
Course summary
30
ECTS
4
Knowledge verification
oral exam, Seminar
Lecture type
lectures, seminars
Exercise type
seminars
Subject content
Complex systems. Statistical analysis. Working in computer program „Design of Experiment“. Factorial design. Full and fractional factorial design of experiment. Optimization methods. Response surface methodology. Mixture design. Central composite design and Box-Behnken design. Choosing the optimal design of experiment. Complex systems and application of optimal design in real system (fashion design, choosing the color and design of textile materials, optimization of processes, chemical analysis and production of textile materials
Aim of course
To master the statistical method design of experiment and apply knowledge in different complex real systems (textile design, textile production, chemical analysis, market analysis and other intedisciplinary area related to textile technology and fashion design).
Literature necessary for course
M.J. Anderson, P. J. Whitcomb, „Design of experiment (DOE) simplified, Practical Tool for Effective Experimentation“, 2nd Edition, CRC Press, Taylor & Francis, 2007 M.J. Anderson, P. J. Whitcomb, „Response surface methodology simplified, Optimizing Processes using RSM methods for Desing of Experiment,, CRC Press, Taylor & Francis, 2005 D. Grundler, T. Rolich, I. Rezić, Uvod u evolucijske algoritme, Sveučilište u Zagrebu, Tekstilno-tehnološki fakultet, Zagreb, 2012. I. Rezić, Prediction of the surface tension of surfactants mixtures for detergent formulation using Design Expert software, Chemical Monthly 142 (2011) 1219-1225 I. Rezić, Optimization of ultrasonic extraction of 23 elements from cotton Ultrasonic Sonochemistry, 16 (2009) 63 – 69
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