• DocumentCode
    3029746
  • Title

    An automated gravimetric & PWM based fluid dispensing system with GA parameter fine tuning

  • Author

    Sim, Edwin Y S ; Koh, S.P. ; Tiong, S.K. ; Yap, B.K.

  • Author_Institution
    Dept. of Electron. & Commun., Univ. Tenaga Nasional, Kajang
  • fYear
    2009
  • fDate
    10-12 Feb. 2009
  • Firstpage
    166
  • Lastpage
    170
  • Abstract
    In this paper we present a gravimetric and Pulse Width Modulation (PWM) based fluid dispensing technique for a maximum dispense batch of 30 kg. In addition, a Genetic Algorithm (GA) Parameter Fine Tuning technique is presented as well. Based on the combination of both techniques, the system is able to dispense up to 50 samples with an accuracy of +/- 2g with the dispensing speed varies between 50 seconds to 60 seconds for a 5.2 kg batch within one dispense valve. The reported dispensing technique is based on PWM technique in the dispensing sequence and GA technique in the parameter fine tuning. This technique could overcome limitations of the volumetric dispensing and manual parameter tuning presently applied in the coatings industry. The fast and accurate system which is modularly built out of individual dispense valve is able to handle different fluids with varying viscosity. The working principles of the system as well as its accuracy results are presented.
  • Keywords
    coating techniques; genetic algorithms; materials handling; viscosity; PWM based fluid dispensing system; automated gravimetric based fluid dispensing system; dispensing sequence; dispensing technique; genetic algorithm; maximum dispense batch; pulse width modulation based fluid dispensing technique; volumetric dispensing; Coatings; Educational institutions; Genetic algorithms; Manufacturing; Production; Pulse width modulation; Pulse width modulation inverters; Robotics and automation; Space vector pulse width modulation; Valves; Coatings; GA Parameter Fine Tuning; Genetic Algorithm; Gravimetric & PWM Dispensing Technique; Pulse Width Modulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Autonomous Robots and Agents, 2009. ICARA 2009. 4th International Conference on
  • Conference_Location
    Wellington
  • Print_ISBN
    978-1-4244-2712-3
  • Electronic_ISBN
    978-1-4244-2713-0
  • Type

    conf

  • DOI
    10.1109/ICARA.2000.4803956
  • Filename
    4803956