DocumentCode
2125769
Title
Stratified model identification
Author
Ogonowski, Zbigniew
Author_Institution
Inst. of Autom. Control, Silesian Univ. of Technol., Gliwice, Poland
fYear
2012
fDate
27-30 Aug. 2012
Firstpage
23
Lastpage
28
Abstract
Structure choice and identification of stratified models´ parameters are presented in this paper. Stratification is suggested to base on the environmental structure of the plant. Algorithm of Generalized Back Propagation Through Time is applied as the identification method. Vertical hot water tank serves as the illustration of application to single dimensional case. Methods of generalization on three dimensional case are suggested.
Keywords
backpropagation; bioreactors; generalisation (artificial intelligence); parameter estimation; tanks (containers); environmental structure; generalized back propagation through time; stratified model identification; vertical hot water tank; Adaptation models; Biological system modeling; Heating; Mathematical model; Sensitivity; Sensors; Temperature measurement;
fLanguage
English
Publisher
ieee
Conference_Titel
Methods and Models in Automation and Robotics (MMAR), 2012 17th International Conference on
Conference_Location
Miedzyzdrojie
Print_ISBN
978-1-4673-2121-1
Type
conf
DOI
10.1109/MMAR.2012.6347918
Filename
6347918
Link To Document