Modeling Hydraulic Components for Automated FMEA of a Braking System
##plugins.themes.bootstrap3.article.main##
##plugins.themes.bootstrap3.article.sidebar##
Abstract
This paper presents work on model-based automation of failure-modes-and-effects analysis (FMEA) applied to the hydraulic part of a vehicle braking system. We describe the FMEA task and the application problem and outline the foundations for automating the task based on a (compositional) system model. Models of the essential hydraulic components suitable to generate the predictions needed for the FMEA are introduced and the required models of the control software outlined. These models are based on constraints, rather than simulation, and capture the dynamic response of the systems to an initial situation based on one global integration step and determine deviations from nominal functionality of the device. We also present the FMEA results based on this model.
How to Cite
##plugins.themes.bootstrap3.article.details##
Behavior modeling, fault modeling, model-based FMEA
International Standards Organization (ISO) (2011). "ISO 26262", International Standard ISO/FDIS 26262, 2011. http://www.iso.org/
MIL, (1980). Department of defence USA. Military standard - procedures for performing a failure mode, effects and criticality analysis. MIL-STD-1629A, 1980
OCC'M, (2014). OCC'M Software GmbH. Raz'r Model Editor Version 3. Interactive Development Environment for Model-based Systems. http://www.occm.de/, (c) 1995-2011
Picardi et al., (2004). C. Picardi, L. Console, F. Berger, J. Breeman, T. Kanakis, J. Moelands, S. Collas, E. Arbaretier, N. De Domenico, E. Girardelli, O. Dressler, P. Struss, B. Zilbermann.
AUTAS: a tool for supporting FMECA generation in aeronautic systems. In: Proceedings ECAI-2004 Valencia, Spain, pp. 750-754
Pietersma & van Gemund, (2007). J. Pietersma and A.J.C. van Gemund. Symbolic Factorization of Propagation Delays out of Diagnostic System Models. In 18th International Workshop on Principles of Diagnosis (DX-07), 2007
Price, C. (2000). Autosteve: automated electrical design analysis. In Proceedings ECAI-2000, p.721-725, 2000
Rossi et al., 2008. Rossi, F., van Beek, P., Walsh, T.: Constraint Programming. In: van Harmelen, F., Lifschitz, V., and Porter, B. (eds.). Handbook of Knowledge Representation, Elsevier, 2008
SAE, (1993). Society of Automotive Engineers (SAE). The FMECA process in the Concurrent Engineering (CE) Environment. SAE AIR4845, 1993
Struss et al., (1997). Struss, P., Sachenbacher, M. Dummert, F.: Diagnosing a Dynamic System with (almost) no Observations. Workshop Notes of the 11th International Workshop on Qualitative Reasoning, (QR- 97) Cortona, Italy, June 3-6, pp. 193-201, 1997
Struss and Price, (2003). Struss, P., Price, C. Model-based systems in the automotive industry. In AI magazine. AAAI Press, Menlo Park (USA) 2003, pp.17-34
Struss, P., (2004). Models of Behavior Deviations in Model- based Systems. In. Proceeding of ECAI-2004 Valencia, Spain, pp. 883-887
Struss et al., (2011). Struss, P., Fraracci, A., Nyga, D. : An Automated Model Abstraction Operator Implemented in the Multiple Modeling Environment MOM. In: 25th International Workshop on Qualitative Reasoning, Barcelona, Spain, 2011
Struss, P. (2013). Model-based Analysis of Embedded Systems: Placing it upon its Feet instead of on its Head - An Outsider's View - In: 8th International Conference on Software Engineering and Applications (ICSOFT- EA 2013), Reykjavik, Iceland, July 29-31 2013
Struss, P. & Dobi, S. (2013). Automated Functional Safety Analysis of Vehicles Based on Qualitative Behavior Models and Spatial Representations - In: The 24th International Workshop on Principles of Diagnosis (DX-2013). Jerusalem, Israel/Palestine, Oct. 2013, pp 85-91, http://www.dx-2013.org/proceedings.php
The Prognostic and Health Management Society advocates open-access to scientific data and uses a Creative Commons license for publishing and distributing any papers. A Creative Commons license does not relinquish the author’s copyright; rather it allows them to share some of their rights with any member of the public under certain conditions whilst enjoying full legal protection. By submitting an article to the International Conference of the Prognostics and Health Management Society, the authors agree to be bound by the associated terms and conditions including the following:
As the author, you retain the copyright to your Work. By submitting your Work, you are granting anybody the right to copy, distribute and transmit your Work and to adapt your Work with proper attribution under the terms of the Creative Commons Attribution 3.0 United States license. You assign rights to the Prognostics and Health Management Society to publish and disseminate your Work through electronic and print media if it is accepted for publication. A license note citing the Creative Commons Attribution 3.0 United States License as shown below needs to be placed in the footnote on the first page of the article.
First Author et al. This is an open-access article distributed under the terms of the Creative Commons Attribution 3.0 United States License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.