Statistica Methodology Design of Experiments

Teachers in charge

prof. dr. dr. sc. Iva Rezić

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