Racionalizacija procesa frezanja z metodo nevronskih mrež
Župerl, Uroš ; Čuš, Franc, 1953- ; Milfelner, Matjaž
V prispevku je predlagan nov postopek za napovedovanje optimalnih rezalnih parametrov pri frezanju. Predlagan pristop temelji na umetnih nevronskih mrežah. S hitro izbiro optimalnih rezalnih ...parametrov je možno doseči ugodno razmerje med nizkimi obdelovalnimi stroški in visoko produktivnostjo ob upoštevanju podanih omejitev procesa rezanja. Eksperimentalni rezultati kažejo, da je predlagan postopek učinkovit v okolju orodjarn in ga je možno vključiti v inteligentne obdelovalne sisteme. Učenje nevronske mreže je izvedeno z rezalnimi podatki iz katalogov in na osnovi izkušenj kadra v orodjarni.
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