{"?xml":{"@version":"1.0"},"edm:RDF":{"@xmlns:dc":"http://purl.org/dc/elements/1.1/","@xmlns:edm":"http://www.europeana.eu/schemas/edm/","@xmlns:wgs84_pos":"http://www.w3.org/2003/01/geo/wgs84_pos","@xmlns:foaf":"http://xmlns.com/foaf/0.1/","@xmlns:rdaGr2":"http://rdvocab.info/ElementsGr2","@xmlns:oai":"http://www.openarchives.org/OAI/2.0/","@xmlns:owl":"http://www.w3.org/2002/07/owl#","@xmlns:rdf":"http://www.w3.org/1999/02/22-rdf-syntax-ns#","@xmlns:ore":"http://www.openarchives.org/ore/terms/","@xmlns:skos":"http://www.w3.org/2004/02/skos/core#","@xmlns:dcterms":"http://purl.org/dc/terms/","edm:WebResource":[{"@rdf:about":"http://www.dlib.si/stream/URN:NBN:SI:DOC-2FZQ2Y8U/fe64dc71-201b-41b1-a74a-d70bf6e0b615/PDF","dcterms:extent":"4090 KB"},{"@rdf:about":"http://www.dlib.si/stream/URN:NBN:SI:DOC-2FZQ2Y8U/be6b2212-d4e4-4d61-b266-89a53351b886/TEXT","dcterms:extent":"0 KB"}],"edm:TimeSpan":{"@rdf:about":"2014-2025","edm:begin":{"@xml:lang":"en","#text":"2014"},"edm:end":{"@xml:lang":"en","#text":"2025"}},"edm:ProvidedCHO":{"@rdf:about":"URN:NBN:SI:DOC-2FZQ2Y8U","dcterms:isPartOf":[{"@rdf:resource":"https://www.dlib.si/details/URN:NBN:SI:spr-QCV9XF2O"},{"@xml:lang":"sl","#text":"Advances in production engineering and management"}],"dcterms:issued":"2025","dc:creator":["Brezočnik, Miran","Ficko, Mirko","Klančnik, Simon","Potočnik, David","Šket, Kristijan"],"dc:format":[{"@xml:lang":"sl","#text":"številka:2"},{"@xml:lang":"sl","#text":"letnik:20"},{"@xml:lang":"sl","#text":"str. 224-238"}],"dc:identifier":["DOI:10.14743/apem2025.2.537","ISSN:1855-6531","COBISSID_HOST:256562947","URN:URN:NBN:SI:doc-2FZQ2Y8U"],"dc:language":"en","dc:publisher":{"@xml:lang":"sl","#text":"Fakulteta za strojništvo, Inštitut za proizvodno strojništvo"},"dc:subject":[{"@xml:lang":"en","#text":"ChatGPT"},{"@xml:lang":"en","#text":"CNC machining"},{"@xml:lang":"sl","#text":"CNC obdelava"},{"@xml:lang":"en","#text":"G-code programming"},{"@xml:lang":"en","#text":"generative artificial intelligence"},{"@xml:lang":"sl","#text":"generativna umetna inteligenca"},{"@xml:lang":"en","#text":"intelligent manufacturing;"},{"@xml:lang":"en","#text":"large language models (LLM)"},{"@xml:lang":"sl","#text":"pametna proizvodnja"},{"@xml:lang":"sl","#text":"programiranje z G-kodo"},{"@xml:lang":"sl","#text":"veliki jezikovni modeli"}],"dcterms:temporal":{"@rdf:resource":"2014-2025"},"dc:title":{"@xml:lang":"sl","#text":"Large language models for G-code generation in CNC machining: A comparison of ChatGPT-3.5 and ChatGPT-4o|"},"dc:description":{"@xml:lang":"sl","#text":"This research explores the viability of producing ISO G-code for 3-axis machining with OpenAI's Chat Generative Pre-Trained Transformer models, particularly ChatGPT-3.5 and the newer GPT-4o. G-code (RS-274-D, ISO 6983) converts human directives into commands that machines can understand, controlling toolpaths, spindle velocities, and feed rates to produce particular aspects of an object. Previously, G-code was generated either by hand or through the use of computer-aided manufacturing (CAM) software along with machine-specific post-processors, both of which may require considerable time and expense. This research aimed to assess the practicality and effectiveness of specific large language models (LLMs) in generating G-code. The assessment took place in three distinct phases on a sample component that required 3-axis machining. These phases included: (1) the self-generated production of G-code for the sample component, (2) the examination of the independently generated G-code in the CAM application, and (3) the recognition and justification of mistakes in the G-code. The outcomes indicated varying abilities with promising findings. This method could accelerate and possibly enhance manufacturing workflows by decreasing reliance on expensive CAM software and specialized knowledge"},"edm:type":"TEXT","dc:type":[{"@xml:lang":"sl","#text":"znanstveno časopisje"},{"@xml:lang":"en","#text":"journals"},{"@rdf:resource":"http://www.wikidata.org/entity/Q361785"}]},"ore:Aggregation":{"@rdf:about":"http://www.dlib.si/?URN=URN:NBN:SI:DOC-2FZQ2Y8U","edm:aggregatedCHO":{"@rdf:resource":"URN:NBN:SI:DOC-2FZQ2Y8U"},"edm:isShownBy":{"@rdf:resource":"http://www.dlib.si/stream/URN:NBN:SI:DOC-2FZQ2Y8U/fe64dc71-201b-41b1-a74a-d70bf6e0b615/PDF"},"edm:rights":{"@rdf:resource":"http://creativecommons.org/licenses/by/4.0/"},"edm:provider":"Slovenian National E-content Aggregator","edm:intermediateProvider":{"@xml:lang":"en","#text":"National and University Library of Slovenia"},"edm:dataProvider":{"@xml:lang":"sl","#text":"Univerza v Mariboru, Fakulteta za strojništvo, Inštitut za proizvodno strojništvo"},"edm:object":{"@rdf:resource":"http://www.dlib.si/streamdb/URN:NBN:SI:DOC-2FZQ2Y8U/maxi/edm"},"edm:isShownAt":{"@rdf:resource":"http://www.dlib.si/details/URN:NBN:SI:DOC-2FZQ2Y8U"}}}}