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
fDate :
Feb. 26 2014-March 1 2014
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;
Conference_Titel :
Industrial Technology (ICIT), 2014 IEEE International Conference on
Conference_Location :
Busan
DOI :
10.1109/ICIT.2014.6894976