THE OUTLINE OF THE EXPERT SYSTEM FOR THE DESIGN OF EXPERIMENT
Journal Title: Production Engineering Archives - Year 2018, Vol 20, Issue
Abstract
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 re-sponse surface methodology (RSM). On one hand, the well-known success stories of this methodolo-gy implementations promise great benefits, while on other hand, the mathematical complexity of math-ematical and statistical assumptions very often lead to improper use and wrong inferences. The possi-ble 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 pro-vides the general analysis of the ontology and related inference rules.
Authors and Affiliations
Renata Dwornicka, Jacek Pietraszek
Keywords
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- EP ID EP489013
- DOI 10.30657/pea.2018.20.09
- Views 96
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