2009, English, Article edition: Identification of a managed river reach by a Bayesian approach Thomassin, Magalie; Bastogne, Thierry; Richard, Alain

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Physical Description
  • text
Published
  • HAL - CCSD
  • 2009
Language
  • English

Edition details

Title
  • Identification of a managed river reach by a Bayesian approach
Author
  • Thomassin, Magalie
  • Bastogne, Thierry
  • Richard, Alain
Published
  • HAL - CCSD
  • 2009
Physical Description
  • text
Subjects
Notes
  • This paper considers the problem of identification, and more particularly of time-delay estimation, of a river reach managed to produce hydroelectric power. Difficulties lie in the obligation to use data collected during a combined feedback/​feedforward control carried out by a human operator. We propose a Bayesian identification method, non-supervised and simple to implement, estimating jointly the time-delay and a finite impulse response (FIR). It is based on the detection of an abrupt change in the FIR at a time equal to the time-delay. Experimental results show the effectiveness of the proposed method to estimate the river reach time-delay from data collected in imposed experimental conditions.
  • HAL:hal-00341280, version 1
  • HAL:http:/​/​hal.archives-ouvertes.fr/​hal-00341280/​en/​
  • DOI:10.1109/​TCST.2008.2000982
Language
  • English
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