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Abstract
When systems become smarter they have to cope with faults occurring during operation in an intelligent way. For example, an autonomous vehicle has to react appropriately in case of a fault occurring during driving on a highway in order to assure safety for passengers and other humans in its surrounding. Hence, there is a need for fail-operational systems that extend the concept of fail-safety. In this paper, we introduce a method that relies on rules for controlling a system. The rules specify the behavior of the system including behavioral redundancies. In addition, the method provides a runtime execution engine that selects the rules accordingly to reach a certain goal. In addition, we present a language and an implementation of the method and discuss its capabilities using a case study from the mobile robotics domain. In particular, we show how the rule-based fail-operational system can adapt to a fault occurring at runtime.
Originalsprache | englisch |
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Titel | Advances and Trends in Artificial Intelligence. From Theory to Practice - 32nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2019, Proceedings |
Redakteure/-innen | Franz Wotawa, Ingo Pill, Roxane Koitz-Hristov, Gerhard Friedrich, Moonis Ali |
Herausgeber (Verlag) | Springer-Verlag Italia |
Seiten | 137-145 |
Seitenumfang | 9 |
ISBN (Print) | 9783030229986 |
DOIs | |
Publikationsstatus | Veröffentlicht - 1 Jan. 2019 |
Veranstaltung | 32nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems - Graz, Österreich Dauer: 9 Juli 2019 → 11 Juli 2019 |
Publikationsreihe
Name | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
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Band | 11606 LNAI |
ISSN (Print) | 0302-9743 |
ISSN (elektronisch) | 1611-3349 |
Konferenz
Konferenz | 32nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems |
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Kurztitel | IEA/AIE 2019 |
Land/Gebiet | Österreich |
Ort | Graz |
Zeitraum | 9/07/19 → 11/07/19 |
ASJC Scopus subject areas
- Allgemeine Computerwissenschaft
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32nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems
Zimmermann, M. J. (Teilnehmer/-in)
2019Aktivität: Teilnahme an / Organisation von › Konferenz oder Fachtagung (Teilnahme an/Organisation von)
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A Rule-Based Smart Control for Fail-Operational Systems
Zimmermann, M. J. (Redner/in)
2019Aktivität: Vortrag oder Präsentation › Vortrag bei Konferenz oder Fachtagung › Science to science