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  • On-line cutting force modelling for copy endmills based on multilayer perceptron
    Župerl, Uroš ; Čuš, Franc, 1953-
    This paper uses the artificial neural networks (ANNs) approach to evolve an efficient model for estimation of cutting forces in copy-end milling. Supervised neural network are developed for use as a ... direct modelling method. The training of the networks is performed with experimental machining data. The predictive capability of using analytical and neural network approaches are compared using statistics, which showed that neural network predictions for three cutting force components were for 4% closer to the experimental measurements, compared to 11 % using analytical method.
    Type of material - conference contribution
    Publish date - 2004
    Language - english
    COBISS.SI-ID - 8764182