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Subspace-Based Model Identification of Diabetic Blood Glucose Dynamics

Cescon, Marzia LU ; Ståhl, Fredrik LU ; Landin-Olsson, Mona LU and Johansson, Rolf LU orcid (2009) 15th IFAC Symposium on System Identification In IFAC Proceedings Volumes 42(10). p.233-238
Abstract
The paper describes an on-line identification algorithm to estimate the steam production of a municipal solid waste incinerator. The algorithm has to learn on-line the system dynamics due to the heavy disturbances acting on the incineration process. The learning algorithm is based on radial basis function networks and combines the growth criterion of the resource allocating network technique with an adaptive extended Kalman filter to update all the parameters of the networks.
Please use this url to cite or link to this publication:
author
; ; and
organization
publishing date
type
Contribution to journal
publication status
published
subject
keywords
Blood Glucose Dynamics, Diabetes, Subspace-based Model Identification
in
IFAC Proceedings Volumes
volume
42
issue
10
pages
6 pages
publisher
Elsevier
conference name
15th IFAC Symposium on System Identification
conference location
Saint-Malo, France
conference dates
2009-06-06 - 2009-06-08
external identifiers
  • scopus:80051608308
DOI
10.3182/20090706-3-FR-2004.00039
project
DIAdvisor
language
English
LU publication?
yes
id
104be4de-431c-4588-b263-4fb7669dc63a
date added to LUP
2022-06-21 11:57:59
date last changed
2024-10-04 05:30:42
@article{104be4de-431c-4588-b263-4fb7669dc63a,
  abstract     = {{The paper describes an on-line identification algorithm to estimate the steam production of a municipal solid waste incinerator. The algorithm has to learn on-line the system dynamics due to the heavy disturbances acting on the incineration process. The learning algorithm is based on radial basis function networks and combines the growth criterion of the resource allocating network technique with an adaptive extended Kalman filter to update all the parameters of the networks.}},
  author       = {{Cescon, Marzia and Ståhl, Fredrik and Landin-Olsson, Mona and Johansson, Rolf}},
  keywords     = {{Blood Glucose Dynamics; Diabetes; Subspace-based Model Identification}},
  language     = {{eng}},
  number       = {{10}},
  pages        = {{233--238}},
  publisher    = {{Elsevier}},
  series       = {{IFAC Proceedings Volumes}},
  title        = {{Subspace-Based Model Identification of Diabetic Blood Glucose Dynamics}},
  url          = {{http://dx.doi.org/10.3182/20090706-3-FR-2004.00039}},
  doi          = {{10.3182/20090706-3-FR-2004.00039}},
  volume       = {{42}},
  year         = {{2009}},
}