Integrating actuator fault and wheel slippage detections within FDI framework

We have witnessed a significant advancement in the field of mobile robot applications in the past two decades. From performing mission critical tasks such as in planetary exploration to simply doing household chores, this type of robots requires availability, reliability and safety of its operatio...

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Main Authors:	Sidek, Shahrul Na'im, Sarkar, Nilanjan
Format:	Article
Language:	English
Published:	World Scientific and Engineering Academy and Society (WSEAS) 2007
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://irep.iium.edu.my/22591/ http://irep.iium.edu.my/22591/ http://irep.iium.edu.my/22591/1/2007WSEAS_FDI_framework.pdf

id	iium-22591
recordtype	eprints
spelling	iium-225912012-04-04T00:56:57Z http://irep.iium.edu.my/22591/ Integrating actuator fault and wheel slippage detections within FDI framework Sidek, Shahrul Na'im Sarkar, Nilanjan TK Electrical engineering. Electronics Nuclear engineering We have witnessed a significant advancement in the field of mobile robot applications in the past two decades. From performing mission critical tasks such as in planetary exploration to simply doing household chores, this type of robots requires availability, reliability and safety of its operations. Consequently, there is a growing demand for fault tolerant control system (FTCS) for mobile robots where one of it major component is the fault detection and isolation (FDI) module. In our FDI study, one of the challenges in designing the robot model is to create an accurate and robust dynamics model. In this paper, the environment structure, which is the dynamic change in the surface characteristics, will be included. We will utilize Local Neural Model (LNM) in our robot modeling process. Wheel slippage is an event happened when the robot wheels lose their full grasp of the surface. This may cause the robot to deviate from its desired trajectory. On the other hand, the fault on the robot actuator may also lead to similar behavior but need different solution. In this paper we will expand the functionality of FDI module to infer a real actuator fault and wheel slippage in which, the solutions for both events can be combined in a single, common controller. World Scientific and Engineering Academy and Society (WSEAS) 2007-02 Article PeerReviewed application/pdf en http://irep.iium.edu.my/22591/1/2007WSEAS_FDI_framework.pdf Sidek, Shahrul Na'im and Sarkar, Nilanjan (2007) Integrating actuator fault and wheel slippage detections within FDI framework. WSEAS Transactions on Systems , 6 (2). pp. 298-303. ISSN 1109-2777 http://research.vuse.vanderbilt.edu/rasl/2007WSEAS.pdf
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering Sidek, Shahrul Na'im Sarkar, Nilanjan Integrating actuator fault and wheel slippage detections within FDI framework
description	We have witnessed a significant advancement in the field of mobile robot applications in the past two decades. From performing mission critical tasks such as in planetary exploration to simply doing household chores, this type of robots requires availability, reliability and safety of its operations. Consequently, there is a growing demand for fault tolerant control system (FTCS) for mobile robots where one of it major component is the fault detection and isolation (FDI) module. In our FDI study, one of the challenges in designing the robot model is to create an accurate and robust dynamics model. In this paper, the environment structure, which is the dynamic change in the surface characteristics, will be included. We will utilize Local Neural Model (LNM) in our robot modeling process. Wheel slippage is an event happened when the robot wheels lose their full grasp of the surface. This may cause the robot to deviate from its desired trajectory. On the other hand, the fault on the robot actuator may also lead to similar behavior but need different solution. In this paper we will expand the functionality of FDI module to infer a real actuator fault and wheel slippage in which, the solutions for both events can be combined in a single, common controller.
format	Article
author	Sidek, Shahrul Na'im Sarkar, Nilanjan
author_facet	Sidek, Shahrul Na'im Sarkar, Nilanjan
author_sort	Sidek, Shahrul Na'im
title	Integrating actuator fault and wheel slippage detections within FDI framework
title_short	Integrating actuator fault and wheel slippage detections within FDI framework
title_full	Integrating actuator fault and wheel slippage detections within FDI framework
title_fullStr	Integrating actuator fault and wheel slippage detections within FDI framework
title_full_unstemmed	Integrating actuator fault and wheel slippage detections within FDI framework
title_sort	integrating actuator fault and wheel slippage detections within fdi framework
publisher	World Scientific and Engineering Academy and Society (WSEAS)
publishDate	2007
url	http://irep.iium.edu.my/22591/ http://irep.iium.edu.my/22591/ http://irep.iium.edu.my/22591/1/2007WSEAS_FDI_framework.pdf
first_indexed	2023-09-18T20:34:23Z
last_indexed	2023-09-18T20:34:23Z
_version_	1777408947868663808

Integrating actuator fault and wheel slippage detections within FDI framework

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