• DocumentCode
    2762052
  • Title

    Application of neuron-based adaptive control system to the operation of marine water pumps

  • Author

    Xu, Xiaoyan ; Yu, Wanneng

  • Author_Institution
    Shanghai Maritime Univ.
  • fYear
    2005
  • fDate
    1-4 May 2005
  • Firstpage
    1355
  • Lastpage
    1358
  • Abstract
    In this paper, two kinds of methods which are used to regulate the flow rate of main engine cooling water are compared under the consideration of energy saving. It shows that the use of variable-voltage-variable-frequency (VVVF) based speed regulation system to regulate the rotating speed of pump motor consumes less energy than to use traditional method of regulating the throttle valve position. Then, a model of VVVF based speed regulating system, which works to regulate the flow rate of main engine cooling water, is established. In this system, the controlling unit of the system is a neuron-based adaptive controller whose property is compared with that of traditional autocontrol system - PID (proportional-integral-differential) control system. It can be concluded from the simulation results that the dynamic characteristics of cooling water temperature variation after the application of adaptive controller is much better than that of the temperature variation after the application of PID controller
  • Keywords
    adaptive control; hydraulic systems; marine systems; neurocontrollers; pumps; velocity control; water; engine cooling water; marine water pumps; neuron-based adaptive control system; pump motor; speed regulation system; variable-voltage-variable-frequency; Adaptive control; Control systems; Cooling; Engines; Pi control; Programmable control; Proportional control; Temperature control; Three-term control; Valves;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical and Computer Engineering, 2005. Canadian Conference on
  • Conference_Location
    Saskatoon, Sask.
  • ISSN
    0840-7789
  • Print_ISBN
    0-7803-8885-2
  • Type

    conf

  • DOI
    10.1109/CCECE.2005.1557228
  • Filename
    1557228