کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
514832 866829 2006 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Real-time deformation of structure using finite element and neural networks in virtual reality applications
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نرم افزارهای علوم کامپیوتر
پیش نمایش صفحه اول مقاله
Real-time deformation of structure using finite element and neural networks in virtual reality applications
چکیده انگلیسی

In this paper, an approach for ‘virtual’ real-time deformation of complex structures is developed. The approach combines the finite element method and Neural Network calculations to allow the user to perform interactive shape changes and view the resultant deformation changes in a virtual environment.A tennis racket and ball are used to illustrate the capability of the proposed method.Because real time deformation simulation is a time consuming repeated analyses, the neural networks are employed in this investigation as numerical devices for substituting the finite element code needed for the tennis racket and ball deformation.The input data for the artificial neural network are a set of parameters generated randomly (ball impact velocity, impact angle and the zone impact). The output data are the deformation of the ball/strings and the impact force-feedback value.The work contribute toward the development of real virtual simulator which uses a haptic device that “feels” the feedback force generated by the deformation.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Finite Elements in Analysis and Design - Volume 42, Issue 11, July 2006, Pages 985–991
نویسندگان
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