Publication

De rol van gevoeligheidsanalyse en identificeerbaarheidsanalyse in modelcalibratie

Janssen PHM
Heuberger PSC
Citations
Altmetric:
Series / Report no.
Open Access
Type
Report
Language
nl
Date of publication
1992-03-31
Year of publication
Research Projects
Organizational Units
Journal Issue
Title
De rol van gevoeligheidsanalyse en identificeerbaarheidsanalyse in modelcalibratie
Translated Title
The role of sensitivity analysis and identifiability analysis in model calibration
Published in
Abstract

Abstract niet beschikbaar


Model calibration is usually an important part of the modelling process. A well structured approach of this activity, supported by general guidelines and techniques, will be especially beneficial of practical applications. Particularly the study of the sensitivity and the identifiability of the parameters (e.g. model coeffients, initial conditions) has to be a relevant part of model calibration. Such a study can reveal potential problems already during the early stages of the model calibration process, and can offer useful suggestions to prevent their occurrence. It will also be useful in post-calibration studies, e.g. when analysing the problems of unsuccessful calibration runs. Several simple methods are suggested for performing these analysis for a general class of calibration problems. The advantages and disadvantages of these methodes are briefly discussed. In particular attention is given to the problem of local versus global analyses in the parameter space.

Description
Publisher
Sponsors
Stuurgroep Verzuring
DOI
PMID
DOI data
Embedded videos