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Authors:Juan Ignacio Videla: Telemark University College, Norway
Bernt Lie: Telemark University College, Norway
Publication title:State/Parameter Estimation of a Small-scale CHP model
Conference:The 48th Scandinavian Conference on Simulation and Modeling (SIMS 2007); 30-31 October; 2007; Göteborg (Särö)
Publication type: Abstract and Fulltext
Issue:027
Article No.:014
Abstract:The state/parameter estimation problem is studied for a small-scale ICE CHP model. Three main groups of estimators with significant performance and com- plexity differences are analyzed: the Extended Kalman Filter (EKF) as an extension of the classical Kalman Filter; the generalized unscented Kalman filter (UKF) that uses the unscented transformation; and particle filtering like the particle filter with resampling (PFr) and the Ensemble Kalman Filter (EnKF)

The internal combustion engine is modeled as a mean-value engine model connected with a static generator model and the heat recovery circuit is modeled with two lumped heat exchanger models; one for the coolant circuit and the other for the exhaust gases. The coolant circuit is connected with the engine through a lumped inner engine thermal model.

Experimental data sets are artificially generated to test the di¤erent estimators. Dynamic parameters of the mean-value engine model are identify when the CHP model is simulated in open loop. Additionally; relevant heat transfer coe¢ cients of the heat recovery circuit are monitored when the model is simulated in closed loop.

Language:English
Year:2007
No. of pages:9
Pages:117-125
Series:Linköping Electronic Conference Proceedings
ISSN (print):1650-3686
ISSN (online):1650-3740
File:http://www.ep.liu.se/ecp/027/014/ecp072714.pdf
Available:2007-12-21
Publisher:Linköping University Electronic Press; Linköpings universitet

REFERENCE TO THIS PAGE
Juan Ignacio Videla, Bernt Lie (2007). State/Parameter Estimation of a Small-scale CHP model, The 48th Scandinavian Conference on Simulation and Modeling (SIMS 2007); 30-31 October; 2007; Göteborg (Särö) http://www.ep.liu.se/ecp_article/index.en.aspx?issue=027;article=014 (accessed 10/25/2014)