Implementation of design and analysis of experiments (doe) for finding optimal settings of selected manufacturing processes

• Autorzy: Gawąd P. , Nowarski A.
• Konferencja: Automatyzacja produkcji. Nauka - Wiedza - Innowacje. Tom. I. Referaty plenarne i sesje. Wrocław, 11-12 grudnia 2003
• Języki publikacji: EN

Abstrakty

EN

The effectiveness of design of experiments (DOE) [2, 5] as a statistical tool for analyzing and optimizing process and product performance has been well recognized in many industries. More recently, encouraged by the spreading implementation of Six Sigma [1] programs, DOE has become a "must have" in any quality improvement initiative, with application extending beyond physical systems to commercial operations. One way to improve quality is to reduce the impact of variation. Six Sigma approach emphasized that quality is improved by minimizing the effect of variables that are difficult or impossible to control. Using the design of experiments technique, settings of variables that are controllable are sought that are insensitive to the effects of the noise factors. In this paper a summary of methods for using DOE in the optimization of the cooper cast rotors high pressure die casting (HPDC) manufacturing process is presented.

Słowa kluczowe

EN

design of experiment; DoE; Central Composite Designs; CCD; Six Sigma; ANOVA

• Wydawca: Oficyna Wydawnicza Politechniki Wrocławskiej
• Czasopismo: Prace Naukowe Instytutu Technologii Maszyn i Automatyzacji Politechniki Wrocławskiej. Konferencje
• Rocznik: 2003
• Tom: Vol. 84, nr 41(T.1)
• Strony: 209--216
• Opis fizyczny: Bibliogr. 5 poz., rys., tab.

Twórcy

autor

Gawąd P.

• ABB Sp. Z.o.o Corporate Research, Kraków

autor

Nowarski A.

• ABB Sp. Z.o.o Corporate Research, Kraków

Bibliografia

• [1] BREYFOGLE F. W., Implementing Six Sigma, smarter solutions using statistical methods. Ne York 1999.
• [2] JEFF-WU C.F., HAMADA M., Experiments - Planning, Analysis, and Parameter Design Optimization. New York, John Willey & Sons, Inc., 2000.
• [3] MONTGOMERY D. C., Design and Analysis of Experiments. New York, John Willey & Sons, Inc 1997.
• [4] MYERS R. H., MONTGOMERY D. C., Response Surface Methodology: Process and Product Optimization Using Designed Experiments. New York, John Willey & Sons, Inc., 1995.
• [5] POLANSKI Z., Metodyka badań doświadczalnych. Politechnika Krakowska, 1978.