Title :
An approach of tool paths generation for CNC machining based on CUDA
Author :
Wujia, Yu ; Yajun, Zhou
Author_Institution :
School of Automation, Hangzhou Dianzi University, Zhejiang Province, China
Abstract :
This paper presents a new tool paths generation method for CNC machining based on GPU-CPU fusion calculation. CUDA, a general purpose parallel computing architecture, was provided by NVidia to resolve problems of mass data parallel computing. The new tool paths generation algorithm based on isoparametric method was redesigned to use CUDA. The final comparison experiment tests the running performance of the conventional isoparametric method and new improved method. Results of experiment show that the improved method based on CUDA can significantly improve running efficiency of tool paths generation method.
Keywords :
Central Processing Unit; Computer numerical control; Graphics processing unit; Kernel; Machining; Parallel processing; CNC; CUDA; GPGPU; Toolpaths Generation;
Conference_Titel :
Information Science and Engineering (ICISE), 2010 2nd International Conference on
Conference_Location :
Hangzhou, China
Print_ISBN :
978-1-4244-7616-9
DOI :
10.1109/ICISE.2010.5691859