Title :
On the application of structural analysis to fault diagnosis of a mobile robot
Author :
Fourlas, George K.
Author_Institution :
Dept. of Inf., Technol. Educ. Inst. (T. E. I.) of Central Greece, Lamia, Greece
Abstract :
We investigate a model based fault diagnosis method for a four wheel skid steering mobile robot (SSMR). Through this study we use a technique based on structural analysis that allows generating residuals. The research goal is to provide early fault diagnosis. To achieve this we use the kinematic model of the mobile robot that helps to the design of the structural model. The main contribution of this approach is that can provide an effective solution to the residual generation in nonlinear systems. In order to prove the efficacy of the proposed method, an experimental procedure was carried out using a Pioneer 3-AT mobile robot.
Keywords :
fault diagnosis; mobile robots; nonlinear control systems; robot kinematics; Pioneer 3-AT mobile robot; SSMR; four-wheel skid steering mobile robot; mobile robot kinematic model; model based fault diagnosis method; nonlinear systems; residual generation; structural analysis; structural model design; Biomimetics; Conferences; Robots;
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2014 IEEE International Conference on
DOI :
10.1109/ROBIO.2014.7090340