- Tytuł:
- The outline of the expert system for the design of experiment
- Autorzy:
-
Dwornicka, R.
Pietraszek, J. - Powiązania:
- https://bibliotekanauki.pl/articles/111864.pdf
- Data publikacji:
- 2018
- Wydawca:
- Stowarzyszenie Menedżerów Jakości i Produkcji
- Tematy:
-
expert system
design of experiment
factorials
Taguchi robust design
RSM
system ekspercki
projektowanie eksperymentu
metoda Taguchi
metodologia powierzchni odpowiedzi - Opis:
- The design of experiment (DoE) is a methodology originated from early 1920s when Fisher’s papers created the analysis of variance and first known experimental designs: latin squares. It is focused on a construction of empirical models based on measurements obtained from specifically structured and driven experiments. Its development resulted in the constitution of four distinctive branches recognized by the industry: factorials (full or fractional), Taguchi’s robust design, Shainin’s Red-X® and a response surface methodology (RSM). On one hand, the well-known success stories of this methodology implementations promise great benefits, while on other hand, the mathematical complexity of mathematical and statistical assumptions very often lead to improper use and wrong inferences. The possible solution to avoid such mistakes is the expert system supporting the design of experiments and subsequently the analysis of obtained data. The authors propose the outline of such system and provides the general analysis of the ontology and related inference rules.
- Źródło:
-
Production Engineering Archives; 2018, 20; 43-48
2353-5156
2353-7779 - Pojawia się w:
- Production Engineering Archives
- Dostawca treści:
- Biblioteka Nauki
Artykuł