• DocumentCode
    231057
  • Title

    Model based actuator fault diagnosis for a mobile robot

  • Author

    Fourlas, G.K. ; Karkanis, Stavros ; Karras, George C. ; Kyriakopoulos, K.J.

  • Author_Institution
    Dept. of Inf., Technol. Educ. Inst. of Central Greece, Lamia, Greece
  • fYear
    2014
  • fDate
    Feb. 26 2014-March 1 2014
  • Firstpage
    79
  • Lastpage
    84
  • Abstract
    This paper presents a model based actuator fault diagnosis for a four wheel skid steering mobile robot (SSMR). In this approach we use structural analysis based technique in order to generate residuals. The goal is to detect actuators faults as early as possible and provide a timely warning. For this purpose we develop the kinematic model of the mobile robot that serves to the creation of the structural model of the system. This technique provides the parity equations which can be used as residual generators. The main advantage of the proposed method is that can offers feasible solution to residual generation for nonlinear systems. As a robotic platform, was used the mobile robot Pioneer 3-AT.
  • Keywords
    actuators; fault diagnosis; mobile robots; nonlinear control systems; robot kinematics; steering systems; SSMR; actuator fault detection; kinematic model; mobile robot; mobile robot Pioneer 3-AT; model based actuator fault diagnosis; nonlinear systems; parity equations; residual generators; robotic platform; structural analysis based technique; structural model; wheel skid steering mobile robot; Fault detection; Fault diagnosis; Mathematical model; Mobile robots; Tires; Wheels; Fault diagnosis; mobile robot; structural analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Technology (ICIT), 2014 IEEE International Conference on
  • Conference_Location
    Busan
  • Type

    conf

  • DOI
    10.1109/ICIT.2014.6894976
  • Filename
    6894976