• DocumentCode
    1940974
  • Title

    Development of the Multiple Power Detection and Faulty Isolation System for Mobile Robots

  • Author

    Liao, Yi-Lin ; Guo, Jr-Hung ; Chung, Cheng-Yun ; Su, Kuo-Lan

  • Author_Institution
    Grad. Sch. Eng. Sci. & Technol., Nat. Yunlin Univ. of Sci. & Technol., Douliou, Taiwan
  • fYear
    2011
  • fDate
    5-7 Aug. 2011
  • Firstpage
    419
  • Lastpage
    424
  • Abstract
    The paper presents a multiple power detection and faulty isolation system for mobile robots. The system contains four power detection units, a data integration unit, a controller and a supervised computer, and measures four variety power values on real-time. Each power unit uses four current sensors to measure the current variety of the mobile robot, and use multilevel multisensor fusion algorithm to calculate the exact current value, and isolates faulty measured value to improve the current status to be exact using the redundant management algorithm and statistical signal prediction algorithm. We use the proposed algorithms to be applied in voltage detection, too. We design the power detection and faulty isolation system using HOLTEK microchip. The power detection unit can communicate with the data integration unit via I2C interface. The controller of the mobile robot communicates with the data integration unit via RS232 interface. The main controller can decide the residual time under the critical power for each power detection unit of the mobile robot using auto-regression algorithm.
  • Keywords
    autoregressive processes; electric current control; electric current measurement; microprocessor chips; mobile robots; power control; sensor fusion; HOLTEK microchip; RS232 interface; autoregression algorithm; controller; current sensor; current value; current variety measurement; data integration unit; faulty isolation system; mobile robot; multilevel multisensor fusion algorithm; power detection; power unit; power value; statistical signal prediction; supervised computer; voltage detection; Algorithm design and analysis; Current measurement; Mobile robots; Power measurement; Prediction algorithms; User interfaces; Voltage measurement; auto-regression algorithm; faulty isolation system; mobile robot; multisensor fusion algorithm; power detection; redundant management algorithm; statistical signal prediction algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Manufacturing and Automation (ICDMA), 2011 Second International Conference on
  • Conference_Location
    Zhangjiajie, Hunan
  • Print_ISBN
    978-1-4577-0755-1
  • Electronic_ISBN
    978-0-7695-4455-7
  • Type

    conf

  • DOI
    10.1109/ICDMA.2011.110
  • Filename
    6051943