Title :
Fuzzy Rule Interpolation based tool life modeling using RBE-SI and FRIPOC
Author_Institution :
Dept. of Technol. & Fundamental Sci., Dennis Gabor Appl. Univ., Budapest, Hungary
Abstract :
The aim of this study is to justify the practical applicability of sparse fuzzy systems for modeling real-life problems, i.e. the fuzzy modeling of tool life in case of milling. In order to solve this task the fuzzy model identification method RBE-SI and the fuzzy inference technique FRIPOC is going to be used.
Keywords :
cutting tools; extrapolation; fuzzy reasoning; interpolation; knowledge based systems; machine tools; milling; remaining life assessment; fuzzy inference technique; fuzzy model identification method; fuzzy rule interpolation; fuzzy rule interpolation-based-on- polar cut; milling tool life modeling; rule base extension-based-on-set interpolation; sparse fuzzy system; Computational intelligence; Function approximation; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Informatics; Interpolation; Performance analysis; Predictive models; Space technology;
Conference_Titel :
Applied Computational Intelligence and Informatics, 2009. SACI '09. 5th International Symposium on
Conference_Location :
Timisoara
Print_ISBN :
978-1-4244-4477-9
Electronic_ISBN :
978-1-4244-4478-6
DOI :
10.1109/SACI.2009.5136223
