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Št. zadetkov: 3
Comparison of artificial neural network, fuzzy logic and genetic algorithm for cutting temperature and surface roughness prediction during the face milling process
Borislav Savković, Pavel Kovač, D. Rodic, Branko Strbac, Simon Klančnik
Izvirni znanstveni članek
Oznake: umetna inteligenca;umetne nevronske mreže;mehka logika;genetski algoritmi;čelno frezanje;modeliranje;hrapavost površine;temperatura odrezavanja;artificial intelligence;artificial neural networks (ANN);fuzzy logic;genetic algorithms (GA);face milling;modelling;surface roughness;cutting temperature;
This paper shows the possibility of applying artificial intelligence methods in milling, as one of the most common machining operations. The main goal of the research is to obtain reliable intelligent models for selected output characteristics of the milling process, depending on the input parameter ...
Leto: 2020 Vir: Fakulteta za strojništvo (UM FS)
Unsupervised machine learning application in the selection of measurement strategy on Coordinate Measuring Machine
Branko Strbac, M. Ranisavljev, M. Orošnjak, Sara Havrlišan, B. Dudić, Borislav Savković
Izvirni znanstveni članek
Oznake: strategije meritev;natančnost;nenadzorovano učenje;Coordinate Measuring Machine;CMM;measurement strategy;accuracy;principal component analysis;multiple correspondence analysis;unsupervised learning;
It is indisputable that some type of coordinate measurement system (CMS) is generally used to assess the quality of dimensional and geometric characteristics. Considering the required accuracy, flexibility, and speed of measurement, a CMM with a scanning sensor may offer the best performance. These ...
Leto: 2024 Vir: Digitalna knjižnica Univerze v Mariboru (DKUM)
Implementation of a virtual instrument in the system for measuring forces and temperatures in the milling process
Borislav Savković, Dragan Rodić, Milenko Sekulić, Pavel Kovač, Branko Strbac, Simon Klančnik
Izvirni znanstveni članek
Oznake: navidezna instrumentacija;pridobitev;rezalne sile;temperatura;rezkanje;virtual instrumentation;acquisition;cutting forces;temperature;milling;
This study presents the development of a measurement acquisition system for force measurement and temperature cutting using virtual instrumentation. The developed measurement chain enables very efficient, accurate, reliable and fast data collection during the measurement process. The presented acqui ...
Leto: 2024 Vir: Fakulteta za strojništvo (UM FS)
Št. zadetkov: 3
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