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Modeling and Instrumentation for Fault Detection and Isolation of a Cooling System

Feenstra, P.J. and Manders, E.J. and Mosterman, P.J. and Biswas, G. and Barnett, J. (2000) Modeling and Instrumentation for Fault Detection and Isolation of a Cooling System. IEEE SoutheastCon 2000, April, 2000-04, Nashville, TN,.

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Abstract

Functional redundancy techniques for fault detection and isolation (FDI) in dynamic systems requires close interaction between system instrumentation, modeling and analysis. Effective FDI requires detailed and accurate models to track and analyze system behavior, including transient phenomena that result from faults. It also requires appropriate instrumentation technology to provide the measurements to capture and analyze system behavior. Models and measurements must be matched carefully to provide sufficient observability and effective analysis. In this paper we demonstrate the development of FDI systems for complex applications by presenting an overview of the modeling and instrumentation of an automobile combustion engine cooling system. We have developed a qualitative parameter estimation methodology for FDI. A system model is represented as a graph that captures the dynamic behavior of the system. To demonstrate the applicability a small leak is artificially introduced in the cooling system and accurately detected and isolated.

Document Type:Conference or Workshop Item (Paper)
Additional Information:LIDO-Berichtsjahr=2001,
Title:Modeling and Instrumentation for Fault Detection and Isolation of a Cooling System
Authors:
AuthorsInstitution or Email of Authors
Feenstra, P.J.Twente University, NL
Manders, E.J.Vanderbilt University, Nashville
Mosterman, P.J.UNSPECIFIED
Biswas, G.Vanderbilt University, Nashville
Barnett, J.Vanderbilt University, Nashville
Date:2000
Page Range:pp. 365-372
Status:Published
Keywords:modeling, model based diagnosis, thermo-fluid modeling, bondgraph, instrumentation systems
Event Title:IEEE SoutheastCon 2000, April
Event Location:Nashville, TN,
Event Type:international Conference
Event Dates:2000-04
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Aeronautics
HGF - Program Themes:Aircraft Research
DLR - Research area:Aeronautics
DLR - Program:L AR - Aircraft Research
DLR - Research theme (Project):L - Flexible Aircraft (old)
Location: Oberpfaffenhofen
Institutes and Institutions:Institute of Robotics and Mechatronics
Deposited By: elib DLR-Beauftragter
Deposited On:16 Sep 2005
Last Modified:12 Dec 2013 20:01

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