Aufsatz in einer Fachzeitschrift
System Identification with Belief Calculus
Details zur Publikation
Autor(inn)en: | Scherm, W.; Dürrbaum, A. |
Publikationsjahr: | 2008 |
Zeitschrift: | Automatisierungstechnik |
Seitenbereich: | 350-356 |
Jahrgang/Band : | 56 |
Erste Seite: | 350 |
Letzte Seite: | 356 |
ISSN: | 0178-2312 |
DOI-Link der Erstveröffentlichung: |
Zusammenfassung, 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.
