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Adaptive network based inference system for estimation of flank wear in end-millingŽuperl, Uroš ; Čuš, Franc, 1953- ; Kiker, EdvardThe focus of this paper is to develop a reliable method to predict flank wear during end-milling process. A neural-fuzzy scheme is applied to perform the prediction of flank wear from cutting force ... signals. In this contribution we also discussed the construction of a ANFIS system that seeks to provide a linguistic model for the estimation of tool wear from the knowledge embedded in the neural network. Machining experiments conducted using the proposed method indicate that using an appropriate maximum force signals, the flank wear can be predicted within 4% of the actual wear for various end-milling conditions.Source: Journal of materials processing technology. - ISSN 0924-0136 (Vol. 209, iss. 3, Feb. 2009, str. 1504-1511)Type of material - article, component partPublish date - 2009Language - englishCOBISS.SI-ID - 12406806
Author
Župerl, Uroš |
Čuš, Franc, 1953- |
Kiker, Edvard
Topics
napovedovanje |
obraba proste ploskve |
oblikovno frezanje |
ANFIS |
estimation |
flank wear |
end-milling |
ANFIS
source: Journal of materials processing technology. - ISSN 0924-0136 (Vol. 209, iss. 3, Feb. 2009, str. 1504-1511)
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Database name | Field | Year |
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Links to authors' personal bibliographies | Links to information on researchers in the SICRIS system |
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Župerl, Uroš | 20232 |
Čuš, Franc, 1953- | 08634 |
Kiker, Edvard | 03020 |
Source: Personal bibliographies
and: SICRIS
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