DocumentCode
823840
Title
Identification of model structure via qualitative simulation
Author
Guariso, Giorgio ; Rizzoli, Andrea ; Werthner, Hannes
Author_Institution
Dipartimento di Elettronica e Inf., Politecnico di Milano, Italy
Volume
22
Issue
5
fYear
1992
Firstpage
1075
Lastpage
1086
Abstract
Different approaches and programs for qualitative simulation are briefly reviewed to illustrate the characteristic features of QUALSIM, an object-oriented package for supporting the identification of the structure of dynamic systems. The package is based on a qualitative interface and a stochastic calculus using variables´ ranges defined in the real number space. The intuitive way of defining variables and connections and the possibility of avoiding the definitions of equations linking the variables make it possible to use the package for fast model prototyping and as an educational tool. The identification of a model of lake eutrophication is shown as an example
Keywords
digital simulation; identification; inference mechanisms; object-oriented programming; software packages; user interfaces; QUALSIM; dynamic systems; lake eutrophication model; model prototyping; model structure identification; object oriented software packages; qualitative simulation; qualitative user interfaces; stochastic calculus; Artificial intelligence; Bonding; Calculus; Equations; Object oriented modeling; Object oriented programming; Packaging; Power system modeling; Prototypes; Stochastic processes;
fLanguage
English
Journal_Title
Systems, Man and Cybernetics, IEEE Transactions on
Publisher
ieee
ISSN
0018-9472
Type
jour
DOI
10.1109/21.179845
Filename
179845
Link To Document