Course detail

Design of Experiment

FSI-9PLEAcad. year: 2024/2025

Introduction. Strategy for experimental design. Interaction. Two-dimensional models. Orthogonal design. Rotatable design. Central composite design.

Language of instruction

Czech

Mode of study

Not applicable.

Guarantor

Ing. Pavel Hrabec, Ph.D.

Department

Institute of Mathematics (ÚM)

Entry knowledge

None

Rules for evaluation and completion of the course

Zkouška bude udělena na základě prezentace čí předložení vědeckého článku, kde student prezentuje použití plánovaného experimentu (DoE) v oboru jeho výzkumů.
Lecture optional

Aims

Learning outcomes of the course are to acquaint students with the basic procedures used in effective experimentation. The task of the course is to show that it is not enough to do it some experiment, but it is most necessary to look at the results after analyzing the results model.
Student will be able to plan and statistically evaluate scientific experiment.

Study aids

Not applicable.

Prerequisites and corequisites

Not applicable.

Basic literature

Himmelblau, D.M.:: Process Analysis by Statistical Methods.. John Wiley & Sohns. New York, 1969.
Montgomery, D.C.:: Design and Analysis of Experiments.. John Wiley & Sons. New Zork, 1991.

Recommended reading

Felix, M.; Bláha, K.:_: Matematickostatistické metody v chemickém průmyslu.. SNTL. Praha, 1962.
Jarošová, E.:: Navrhování experimentů.. EO VŠE. Praha, 1998.

Classification of course in study plans

  • Programme D-IME-P Doctoral 1 year of study, summer semester, recommended course
  • Programme D-IME-K Doctoral 1 year of study, summer semester, recommended course

Type of course unit

 

Lecture

20 hod., optionally

Teacher / Lecturer

Ing. Pavel Hrabec, Ph.D.

Syllabus

1. Introduction
2. Strategy for experimental design.
3. Interaction.
4. Two-dimensional models.
5. Orthogonal design.
6. Rotatable design.
7. Three and higher dimensional model.
8. Full experimental design
9. Partial experimental design
10. Central composite design.