ESPION: an expert system for system identification

Haest, M.;Bastin, Georges;Gevers, Michel;Wertz, Vincent
(1990) Automatica — Vol. 26, n° 1, p. 85-95 (1990)

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  • Haest, M.
    Author
  • Bastin, Georgesorcid-logoUCLouvain
    Author
  • Gevers, MichelUCLouvain
    Author
  • Wertz, VincentUCLouvain
    Author
Abstract
An expert system for the identification of linear multiple input single output systems in ARARX form, written with the OPS83 rule-based programming language, is presented. Provided with a data set, the expert system will organize an intelligent search through the set of candidate structures, and end up with a `best' model according to a `quality index' that incorporates a number of validation criteria. Tests on both industrial and simulated data have shown that the expert system behaves as well as human experts, with considerable savings in time.
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Haest, M., Bastin, G., Gevers, M., & Wertz, V. (1990). ESPION: an expert system for system identification. Automatica, 26(1), 85-95. https://hdl.handle.net/2078.5/148852 (Original work published 1990)