On-line parameter and state estimation of an air handling unit model: Experimental results using the modulating function method

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Abstrakt

This paper considers the on-line implementation of the modulating function method, for parameter and state estimation, for the model of an air-handling unit, central element of HVAC systems. After recalling the few elements of the method, more attention is paid on issues related to its on-line implementation, issues for which we use two different techniques. Experimental results are obtained after implementation of the algorithms on a heat flow experiment, and they are compared with conventional techniques (conventional tools from Matlab for parameter estimation, and a simple Luenberger observer for state estimation) for their validation.

OriginalsprogEngelsk
TidsskriftModeling, Identification and Control
Vol/bind40
Udgave nummer3
Sider (fra-til)161-176
Antal sider16
ISSN0332-7353
DOI
StatusUdgivet - 2019

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