Title :
Stratified model identification
Author :
Ogonowski, Zbigniew
Author_Institution :
Inst. of Autom. Control, Silesian Univ. of Technol., Gliwice, Poland
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;
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
DOI :
10.1109/MMAR.2012.6347918
