• DocumentCode
    2795144
  • Title

    Control system software design of injection molding machine based on neural network

  • Author

    Chen, Shuang ; Lai, WuJun

  • Author_Institution
    Sch. of Mech. & Electron. Eng., Jiangxi Univ. of Sci. & Technol., Ganzhou, China
  • fYear
    2011
  • fDate
    15-17 July 2011
  • Firstpage
    1119
  • Lastpage
    1122
  • Abstract
    Injection molding machine is a specialized plastic molding machines, whose control technology is the one of the key technologies to enhance the overall technical level of the injection molding machine.Injection molding machine controller was introduced based on a ARM processor using the PID neural network forward algorithm in this paper. The the design plan of the controller software was given, and the design method was described briefly at the sametime. Software design focused on the temperature measurement and control program module, temperature controller structure and control flow due to the PID neural network was written. The controller carried out the process of injection molding machine control tasks by using the dual ARM processor control system of the main lower structure and PID neural network, which obtained a better control effect and provided a reference for the control system software design on different models of injection molding machine.
  • Keywords
    control engineering computing; injection moulding; machinery production industries; microprocessor chips; neurocontrollers; production engineering computing; software engineering; temperature control; three-term control; ARM processor; PID neural network forward algorithm; control flow; control program module; control system software design; injection molding machine controller; proportional-integral-derivative control; temperature controller structure; temperature measurement module; Biological neural networks; Computers; Injection molding; Neurons; Process control; Temperature control; ARM; Neural network; Process Control; injection molding machine;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechanic Automation and Control Engineering (MACE), 2011 Second International Conference on
  • Conference_Location
    Hohhot
  • Print_ISBN
    978-1-4244-9436-1
  • Type

    conf

  • DOI
    10.1109/MACE.2011.5987132
  • Filename
    5987132