Model based actuator fault diagnosis for a mobile robot

George K. Fourlas, Stavros Karkanis, George C. Karras, Kostas J. Kyriakopoulos

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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.

Original languageEnglish (US)
Title of host publicationProceedings of the IEEE International Conference on Industrial Technology
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages79-84
Number of pages6
ISBN (Electronic)9781479939398
DOIs
StatePublished - Sep 9 2014
Event2014 IEEE International Conference on Industrial Technology, ICIT 2014 - Busan, Korea, Republic of
Duration: Feb 26 2014Mar 1 2014

Publication series

NameProceedings of the IEEE International Conference on Industrial Technology

Conference

Conference2014 IEEE International Conference on Industrial Technology, ICIT 2014
Country/TerritoryKorea, Republic of
CityBusan
Period2/26/143/1/14

Keywords

  • Fault diagnosis
  • mobile robot
  • structural analysis

ASJC Scopus subject areas

  • Computer Science Applications
  • Electrical and Electronic Engineering

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