Multiple-model Active Fault Diagnosis with Deferred Decisions

Kód výsledku v 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>

Výsledek na webu

<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>

Jazyk výsledku

angličtina

Název v původním jazyce

Multiple-model Active Fault Diagnosis with Deferred Decisions

Popis výsledku v původním jazyce

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.

Název v anglickém jazyce

Multiple-model Active Fault Diagnosis with Deferred Decisions

Popis výsledku anglicky

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.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

20205 - Automation and control systems

Projekt

Výsledek vznikl pri realizaci vícero projektů. Více informací v záložce Projekty.

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2018

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Proceedings of the 57th IEEE Conference on Decision and Control

ISBN

978-1-5386-1395-5

ISSN

0743-1546

e-ISSN

2576-2370

Počet stran výsledku

6

Strana od-do

6340-6345

Název nakladatele

IEEE

Místo vydání

neuveden

Místo konání akce

Miami, USA

Datum konání akce

17. 12. 2018

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

000458114805136