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Title:Uporaba nevronskih mrež v proizvodnem okolju
Authors:ID Kac, Edita (Author)
ID Balič, Jože (Mentor) More about this mentor... New window
Files:.pdf VS_Kac_Edita_2010.pdf (1,77 MB)
MD5: 029B32CA30DAD20DF10AE03449BC760B
PID: 20.500.12556/dkum/c95984f2-eddd-4d83-be79-aa16f215b03f
 
Language:Slovenian
Work type:Undergraduate thesis
Organization:FS - Faculty of Mechanical Engineering
Abstract:V diplomskem delu so predstavljene možnosti uporabe umetne inteligence, na kratko je opisana zgodovina le-te. Sledi opis in delovanje nevrona, ki je osnovni gradnik nevronske mreže. Podane so glavne karakteristike umetnih nevronskih mrež. Predstavljene so možnosti uporabe nevronskih mrež na različnih področjih. Na praktičnih primerih so predstavljene možnosti uporabe nevronskih mrež v proizvodnih okoljih, kar vključuje tako konvencionalne postopke obdelave kot so struženje, vrtanje, frezanje, kot tudi nekonvencionalne postopke, kot je uporaba elektroerozijske žične obdelave. Uporaba nevronskih mrež se je v vseh predstavljenih primerih izkazala kot uspešna rešitev.
Keywords:umetna inteligenca, inteligentni sistemi, nevronske mreže, baze podatkov, rezalni parametri, rezalna orodja, rezalne sile, obraba orodja
Place of publishing:Maribor
Publisher:[E. Kac]
Year of publishing:2010
PID:20.500.12556/DKUM-15917 New window
UDC:621.9:004.8(043.2)
COBISS.SI-ID:15013398 New window
NUK URN:URN:SI:UM:DK:QA6M7UUT
Publication date in DKUM:18.10.2010
Views:2332
Downloads:324
Metadata:XML DC-XML DC-RDF
Categories:KTFMB - FS
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Secondary language

Language:English
Title:Using of neural networks in manufacturing systems
Abstract:In this diploma work I have presented the possibilities of using artificial intelligence as well as its brief history. A neuron as the elementary particle if neural network and its functioning have been described together with basic characteristics of neural networks in different fields. I have also included practical examples of possible uses of neural networks in manufacturing systems which comprise both conventional machining such as turning, drilling, boring and unconventional machining processes such as the using of WEDM (Wire electrical discharge machining). The using of neural networks has proved successful in all examples presented.
Keywords:artificial intelligence, intelligence systems, neural networks, data basis, cutting parameters, cutting tools, cutting forces, tool wear


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