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Description
  • A new unified formulation of the active fault detection and control problem for discrete-time stochastic systems and its optimal solution are proposed. The problem formulation stems from the optimal stochastic control problem and includes important special cases: an active detector and controller, an active detector and input signal generator, and an active detector with a given input signal generator. The optimal solution is derived using the so-called closed loop information processing strategy. This strategy respects the influence of the current decision and/or input on the future behavior of the observed system, allows penalizing future wrong decisions, and improves the quality of fault detection. The proposed formulation and obtained solution also provide better understanding of the active fault detection and its relation to the optimal stochastic control. The results are illustrated in numerical examples.
  • A new unified formulation of the active fault detection and control problem for discrete-time stochastic systems and its optimal solution are proposed. The problem formulation stems from the optimal stochastic control problem and includes important special cases: an active detector and controller, an active detector and input signal generator, and an active detector with a given input signal generator. The optimal solution is derived using the so-called closed loop information processing strategy. This strategy respects the influence of the current decision and/or input on the future behavior of the observed system, allows penalizing future wrong decisions, and improves the quality of fault detection. The proposed formulation and obtained solution also provide better understanding of the active fault detection and its relation to the optimal stochastic control. The results are illustrated in numerical examples. (en)
Title
  • Active fault detection and control: Unified formulation and optimal design
  • Active fault detection and control: Unified formulation and optimal design (en)
skos:prefLabel
  • Active fault detection and control: Unified formulation and optimal design
  • Active fault detection and control: Unified formulation and optimal design (en)
skos:notation
  • RIV/49777513:23520/09:00501670!RIV10-MSM-23520___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(1M0572), P(GA102/08/0442)
http://linked.open...iv/cisloPeriodika
  • 9
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 301844
http://linked.open...ai/riv/idVysledku
  • RIV/49777513:23520/09:00501670
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • fault detection; discrete-time stochastic systems; optimal input design; optimal control; dynamic programming (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • GB - Spojené království Velké Británie a Severního Irska
http://linked.open...ontrolniKodProRIV
  • [3C2A4763D6F5]
http://linked.open...i/riv/nazevZdroje
  • Automatica
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • 45
http://linked.open...iv/tvurceVysledku
  • Punčochář, Ivo
  • Šimandl, Miroslav
http://linked.open...ain/vavai/riv/wos
  • 000269681800010
issn
  • 0005-1098
number of pages
http://localhost/t...ganizacniJednotka
  • 23520
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