Cod: 22018
Department: DCET
ECTS: 10
Scientific area: Mathematics
Total working hours: 260
Total contact time: 40

This course unit covers the main topics in Statistical Quality Control and Experimental Design, highlighting its developments, its importance and current relevance in solving problems in areas as diverse as Industry, Business, Agriculture, Biology, Medicine, among others.

Statistical Control
Control Charts
Sampling
Design of Experiments

Upon completion of this learning unit (LU), the student should be able to:
- Recognize the role of Quality Control in several areas of activity;
- use Control Charts as an aid to the Decision making in Process Quality;
- Identify plans in Acceptance Sampling;
- To know the principles of Experimental Design and know how to characterize the design for concrete situations;
- take advantage of the capabilities of a software and perform a critical analysis of the results.

1. Introduction to Statistical Quality Control
2. Control Charts
3. Acceptance Sampling
4. Introduction to Experimental Design
5. Experimental design with fixed, random and mixed effects
6. Complements: selected topics in Techniques of Development of Process Quality, Factorial Designs and Response Surface Methodology
7. Software-assisted examples (SPSS or R)

T. A. Oliveira, Estatística Aplicada, Ed. Universidade Aberta, 2004
D. C. Montgomery: Introduction to Statistical Quality Control, 5th ed., John Wiley & Sons. 2005 (or later)
Zulema Lopes Pereira, José Gomes Requeijo: Qualidade: Planeamento e Controlo Estatístico de Processos. Prefácio. 2008. ISBN: 978-989-8022-65-3
D. C. Montgomery, Design and Analysis of Experiments, 7th Ed, Wiley, 2009 (or later)
Hinkelmann, K., Kempthorne, Volume 1: An Introduction to Experimental Design, Volume 2: Design and Analysis of Experiments, Wiley 2005 (or later)
 
 

E-learning (fully online).

Evaluation is made on individual basis and it involves the coexistence of two modes: continuous assessment (60%) and final evaluation (40%). Further information is detailed in the Learning Agreement of the course unit.

Complementary readings will be available at the e-learning platform.