A High-Performance CUDA-Based Computing Platform for Industrial Control Systems

被引：0
|
作者：
Cena, Gianluca [1 ]
Cereia, Marco [1 ]
Scanzio, Stefano [1 ]
Valenzano, Adriano [1 ]
Zunino, Claudio [1 ]
机构：
[1] IEIIT CNR, I-10129 Turin, Italy
来源：
2011 IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE) | 2011年
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D O I：
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中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Most factory automation and motion control systems rely on a cyclic approach, where a controller device periodically inquires and sends commands to decentralized I/O peripherals. From a general viewpoint, the shorter the period of the cycle the better the accuracy of the control system. However, reducing the cycle duration implies that more complex (and expensive) solutions have to be adopted. In this paper, an inexpensive computing platform for control applications is described, which consists of a conventional PC equipped with a CUDA-based GPU and an Ethernet interface, and its performance is evaluated. We show that noticeable improvements can be actually obtained, as long as control algorithms can be parallelized effectively.
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