• DocumentCode
    2759689
  • Title

    A high-performance CUDA-based computing platform for industrial control systems

  • Author

    Cena, Gianluca ; Cereia, Marco ; Scanzio, Stefano ; Valenzano, Adriano ; Zunino, Claudio

  • Author_Institution
    IEIIT, CNR, Torino, Italy
  • fYear
    2011
  • fDate
    27-30 June 2011
  • Firstpage
    1169
  • Lastpage
    1174
  • Abstract
    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.
  • Keywords
    computer graphic equipment; control engineering computing; coprocessors; industrial control; local area networks; production engineering computing; CUDA-based GPU computing platform; Ethernet interface; industrial control systems; Complexity theory; Control systems; Graphics; Graphics processing unit; Jitter; Real time systems; Sensors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics (ISIE), 2011 IEEE International Symposium on
  • Conference_Location
    Gdansk
  • ISSN
    Pending
  • Print_ISBN
    978-1-4244-9310-4
  • Electronic_ISBN
    Pending
  • Type

    conf

  • DOI
    10.1109/ISIE.2011.5984209
  • Filename
    5984209