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Machining process model based on virtual reality environment

Machining process model based on virtual reality environment
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摘要 Virtual manufacturing is fast becoming an affordable technology with wide-ranging applications in modern manufacturing. Its advantages over existing technology are primarily that users can visualize, feel involvement and interact with virtual representations of real world activities in real time. In this paper, a virtual cutting system is built which can simulate turning process, estimate tool wear and cutting force using artificial neural network etc. Using the simulated machining environment in virtual reality (VR), the user can practise and preview the operations for possible problems that might occur during implementation. This approach enables designers to evaluate and design feasible machining processes in a consistent manner as early as possible during the development process. Virtual manufacturing is fast becoming an affordable technology with wide-ranging applications in modern manufacturing. Its advantages over existing technology are primarily that users can visualize, feel involvement and interact with virtual representations of real world activities in real time. In this paper, a virtual cutting system is built which can simulate turning process, estimate tool wear and cutting force using artificial neural network etc. Using the simulated machining environment in virtual reality (VR), the user can practise and preview the operations for possible problems that might occur during implementation. This approach enables designers to evaluate and design feasible machining processes in a consistent manner as early as possible during the development process.
出处 《Journal of Central South University》 SCIE EI CAS 2005年第S2期34-40,共7页 中南大学学报(英文版)
基金 Projects(50475117,50175081)supportedbytheNationalNaturalScienceFoundationofChina project(033181611)supportedbytheScienceandTechnologyCommissionofTianjinMunicipal
关键词 virtual manufacturing ENVIRONMENT NC GRAPHICS verification artificial neural network tool WEAR estim virtual manufacturing environment NC graphics verification artificial neural network tool wear estimation model cutting force prediction model

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