Korbicz, Józef - red. ; Uciński, Dariusz - red.
Set membership estimation of parameters and variables in dynamic networks by recursive algorithms with a moving measurement window
Group publication title:
Subject and Keywords:
set membership estimation ; uncertainty ; complexity ; networks ; water distribution
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.
Zielona Góra: Uniwersytet Zielonogórski
AMCS, volume 16, number 2 (2006) ; click here to follow the link