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

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.

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