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SELECTED ISSUES REGARDING AI-ASSISTED DESIGN OF SUPERHARD GRINDING PINS AND GRINDING WHEELS CAD MODELS.

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Název: SELECTED ISSUES REGARDING AI-ASSISTED DESIGN OF SUPERHARD GRINDING PINS AND GRINDING WHEELS CAD MODELS.
Autoři: WDOWIK, Roman Zbigniew
Zdroj: Journal of Machine Engineering; 2025, Vol. 25 Issue 3, p27-37, 11p
Témata: ARTIFICIAL intelligence, GENERATIVE artificial intelligence, GRINDING machines, COMPUTER-aided design software, GRINDING wheels, COMPUTER-aided design, DESIGN techniques, LANGUAGE models
Korporace: OPENAI Inc.
Abstrakt: The article presents the use of the generative artificial intelligence (AI) in the process of a grinding pin and a grinding wheel CAD design. It presents the basics of the CAD design methodology and its verification in the CAD environment. Author applied ChatGPTTM developed by OpenAI company and the FreeCAD software along with Visual Studio CodeTM software enabling for a Python code run in order to verify usability of large language model (LLM) of the generative artificial intelligence for the design process regarding CAD models of grinding pins and grinding wheels. The performed study revealed that artificial intelligence can effectively support the design process regarding grinding tools in selected design areas. It presented how the general geometry design can be supported by the AI. Moreover, it demonstrated an active layer design including modelling of textures and diamond grains. The approaches presented in the paper can be utilized in modelling of grinding processes and further AI-based developments of grinding pins and grinding wheels. [ABSTRACT FROM AUTHOR]
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Databáze: Complementary Index
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Abstrakt:The article presents the use of the generative artificial intelligence (AI) in the process of a grinding pin and a grinding wheel CAD design. It presents the basics of the CAD design methodology and its verification in the CAD environment. Author applied ChatGPTTM developed by OpenAI company and the FreeCAD software along with Visual Studio CodeTM software enabling for a Python code run in order to verify usability of large language model (LLM) of the generative artificial intelligence for the design process regarding CAD models of grinding pins and grinding wheels. The performed study revealed that artificial intelligence can effectively support the design process regarding grinding tools in selected design areas. It presented how the general geometry design can be supported by the AI. Moreover, it demonstrated an active layer design including modelling of textures and diamond grains. The approaches presented in the paper can be utilized in modelling of grinding processes and further AI-based developments of grinding pins and grinding wheels. [ABSTRACT FROM AUTHOR]
ISSN:18957595
DOI:10.36897/jme/208996