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Validation of Simulation Models without Knowledge of Parameters Using Differential Algebra
Joint Authors
Haffke, Björn
Möller, Riccardo
Melz, Tobias
Strackeljan, Jens
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-08-03
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
This study deals with the external validation of simulation models using methods from differential algebra.
Without any system identification or iterative numerical methods, this approach provides evidence that the equations of a model can represent measured and simulated sets of data.
This is very useful to check if a model is, in general, suitable.
In addition, the application of this approach to verification of the similarity between the identifiable parameters of two models with different sets of input and output measurements is demonstrated.
We present a discussion on how the method can be used to find parameter deviations between any two models.
The advantage of this method is its applicability to nonlinear systems as well as its algorithmic nature, which makes it easy to automate.
American Psychological Association (APA)
Haffke, Björn& Möller, Riccardo& Melz, Tobias& Strackeljan, Jens. 2015. Validation of Simulation Models without Knowledge of Parameters Using Differential Algebra. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-9.
https://search.emarefa.net/detail/BIM-1074720
Modern Language Association (MLA)
Haffke, Björn…[et al.]. Validation of Simulation Models without Knowledge of Parameters Using Differential Algebra. Mathematical Problems in Engineering No. 2015 (2015), pp.1-9.
https://search.emarefa.net/detail/BIM-1074720
American Medical Association (AMA)
Haffke, Björn& Möller, Riccardo& Melz, Tobias& Strackeljan, Jens. Validation of Simulation Models without Knowledge of Parameters Using Differential Algebra. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-9.
https://search.emarefa.net/detail/BIM-1074720
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1074720