Creator:

Duzinkiewicz, Kazimierz

Contributor:

Korbicz, Józef (1951- ) - red. ; Uciński, Dariusz - red.

Title:

Set membership estimation of parameters and variables in dynamic networks by recursive algorithms with a moving measurement window

Group publication title:

AMCS, Volume 16 (2006)

Subject and Keywords:

set membership estimation ; uncertainty ; complexity ; networks ; water distribution

Abstract:

The paper considers a set membership joint estimation of variables and parameters in complex dynamic networks based on parametric uncertain models and limited hard measurements. A recursive estimation algorithm with a moving measurement window is derived that is suitable for on-line network monitoring. ; The window allows stabilising the classic recursive estimation algorithm and significantly improves estimate tightness. The estimator is validated on a case study regarding a water distribution network. Tight set estimates of unmeasured pipe flows, nodal heads, tank level and pipe resistances are obtained.

Publisher:

Zielona Góra: Uniwersytet Zielonogórski

Date:

2006

Resource Type:

artykuł

Pages:

209-217

Source:

AMCS, volume 16, number 2 (2006) ; click here to follow the link

Language:

eng

License CC BY 4.0:

click here to follow the link

Rights:

Biblioteka Uniwersytetu Zielonogórskiego