Design of Experiments

Code: PGEN1085
Course: Master degree in Energy
Credits: 4
Hourly load: 60
Syllabus: Basic concepts of statistics and comparison of two treatments. Comparison of more than two treatments. Factorial designs. Regression analysis. Factorial designs and regression. Response surface technique.
Bibliography: 1. BARROS NETO, B.; SCARMINIO, I. S.; BRUNS, R. E. Como fazer experimentos: pesquisa e desenvolvimento na ciência e na indústria. 3. ed. Campinas: Editora UNICAMP, 1996.

2. BOX, G. E. P.; HUNTER, W. G.; HUNTER, J. S. Statistics for experiments: an introduction to design, data analysis and model building. New York: Wiley, 1978.

3. DRAPER, N. R.; SMITH, H. Applied regression analysis. 3. ed. New York: Wiley, 1989.

4. MONTGOMERY, D. C. Design and analysis of experiments. 6. ed. New York: Wiley, 2005.

5. RODRIGUES, M. I.; IEMMA, A. F. Planejamento de experimentos: uma estratégia sequencial de planejamentos. Campinas: Editora UNICAMP, 2005.

6. LAZIC, Z. R. Design of experiments in chemical engineering: a practical guide. Weinheim: Wiley-VCH, 2004.

7. CALADO, M.; MONTGOMERY, D. Planejamento de experimentos usando o Statistica. Rio de Janeiro: E-papers Serviços Editoriais, 2003.

8. MASON, R. L.; GUNST, R. F.; HESS, J. L. Statistical design and analysis of experiments: with applications to engineering and science. 2. ed. Hoboken, NJ: John Wiley & Sons, 2003.