Journal article
System Identification with Belief Calculus
Publication Details
Authors: | Scherm, W.; Dürrbaum, A. |
Publication year: | 2008 |
Journal: | Automatisierungstechnik |
Pages range : | 350-356 |
Volume number: | 56 |
Start page: | 350 |
End page: | 356 |
ISSN: | 0178-2312 |
DOI-Link der Erstveröffentlichung: |
Abstract
Belief theory provides a very powerful tool for system identification. In this paper the principal method is presented and compared with probability-theory based identification methods. The new method allows to transfer all user requests into optimisable parameters and makes a priori assumptions superfluous. The efficiency of the method is demonstrated in a practical application: the design of a systems which forecasts the damage of drill-bits.
Belief theory provides a very powerful tool for system identification. In this paper the principal method is presented and compared with probability-theory based identification methods. The new method allows to transfer all user requests into optimisable parameters and makes a priori assumptions superfluous. The efficiency of the method is demonstrated in a practical application: the design of a systems which forecasts the damage of drill-bits.
