Multiple-model Active Fault Diagnosis with Deferred Decisions
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F18%3A43952573" target="_blank" >RIV/49777513:23520/18:43952573 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/CDC.2018.8619089" target="_blank" >http://dx.doi.org/10.1109/CDC.2018.8619089</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/CDC.2018.8619089" target="_blank" >10.1109/CDC.2018.8619089</a>
Alternative languages
Result language
angličtina
Original language name
Multiple-model Active Fault Diagnosis with Deferred Decisions
Original language description
The paper deals with the problem of active fault diagnosis with deferred decisions for a discrete time stochastic system described using multiple-model framework. The focus are problems over infinite time horizon where emphasis is placed on reliability of decisions and the admissible lag of deferred decision is known in advance. The design of the active fault detector with deferred decisions is formulated as a functional optimization problem that is solved hierarchically due to the deferring of decisions. At the top level, the infinite time horizon problem is split into an initial finite time interval and a terminal infinite time interval problems that are interconnected at their boundary. The infinite time horizon problem is solved first by using a reformulation to perfect state information problem and subsequent use of approximate dynamic programming. The proposed active fault detector with deferred decisions is illustrated using a numerical example.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
20205 - Automation and control systems
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the 57th IEEE Conference on Decision and Control
ISBN
978-1-5386-1395-5
ISSN
0743-1546
e-ISSN
2576-2370
Number of pages
6
Pages from-to
6340-6345
Publisher name
IEEE
Place of publication
neuveden
Event location
Miami, USA
Event date
Dec 17, 2018
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000458114805136