• DocumentCode
    3092262
  • Title

    A novel design of a multi-functional controller for an electronic belt scale

  • Author

    Li, Chuanjiang ; Zhang, Ziqiang ; Qi, Ziming ; Mao, Hongwei

  • Author_Institution
    Coll. of Inf., Mech. & Electr. Eng., Shanghai Normal Univ., Shanghai, China
  • fYear
    2010
  • fDate
    15-17 June 2010
  • Firstpage
    782
  • Lastpage
    784
  • Abstract
    This paper is to present a novel design of a multi-functional controller for the electronic belt scale. The data acquisition unit in this controller is separated from the main control unit. As the control unit is located at a long distant from the electronic belt scale, data communication using RS-485 avoid error caused by EMI. The data acquisition unit and control unit are portable and are easy to be upgraded. Since this controller applied a new fuzzy control arithmetic, the simulation result shows that it has reduced 0.5 second of calculation time without overshooting in comparison of a composite PID control algorithm based on the BP neural network and Smith predictor. Since the proposed design employs an off-line look-up table, and only needs to calculate on-line for the fuzzy function, self-tuning, it reduces computational complexity and only has 20% computational complexity of the model based on BP neural network and Smith predictor.
  • Keywords
    backpropagation; belts; control system synthesis; data acquisition; fuzzy control; materials handling equipment; neurocontrollers; self-adjusting systems; three-term control; BP neural network; EMI; RS-485; Smith predictor; composite PID control algorithm; computational complexity; data acquisition unit; data communication; electronic belt scale; fuzzy control arithmetic; fuzzy function; multifunctional controller; off-line lookup table; self-tuning; Belts; Communication system control; Computational complexity; Data acquisition; Data communication; Electromagnetic interference; Error correction; Fuzzy control; Neural networks; Predictive models; electronic belt scale; fuzzy control; interpolation; self-tuning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics and Applications (ICIEA), 2010 the 5th IEEE Conference on
  • Conference_Location
    Taichung
  • Print_ISBN
    978-1-4244-5045-9
  • Electronic_ISBN
    978-1-4244-5046-6
  • Type

    conf

  • DOI
    10.1109/ICIEA.2010.5515065
  • Filename
    5515065