Kempf, Roland ; Adamy, Jürgen (2004)
Sequential pattern recognition employing recurrent fuzzy systems.
In: Fuzzy Sets and Systems, 146 (3)
doi: 10.1016/j.fss.2003.08.007
Artikel, Bibliographie
Kurzbeschreibung (Abstract)
Sequential pattern-recognition systems check whether data strings, e.g., time series, exhibit certain pattern primitives in a specified order. As in the case of most other pattern-recognition methods, either conventional methods or fuzzy systems may be used here. This paper presents a sequential pattern-recognition system employing recurrent fuzzy systems that is employed as a monitoring system on continuous-casting systems in the steel industry worldwide. Taking that application as a starting point, a general method for sequential pattern recognition in time series that uses recurrent fuzzy systems is described.
| Typ des Eintrags: | Artikel |
|---|---|
| Erschienen: | 2004 |
| Autor(en): | Kempf, Roland ; Adamy, Jürgen |
| Art des Eintrags: | Bibliographie |
| Titel: | Sequential pattern recognition employing recurrent fuzzy systems |
| Sprache: | Englisch |
| Publikationsjahr: | 16 September 2004 |
| Verlag: | Elsevier |
| Titel der Zeitschrift, Zeitung oder Schriftenreihe: | Fuzzy Sets and Systems |
| Jahrgang/Volume einer Zeitschrift: | 146 |
| (Heft-)Nummer: | 3 |
| DOI: | 10.1016/j.fss.2003.08.007 |
| Kurzbeschreibung (Abstract): | Sequential pattern-recognition systems check whether data strings, e.g., time series, exhibit certain pattern primitives in a specified order. As in the case of most other pattern-recognition methods, either conventional methods or fuzzy systems may be used here. This paper presents a sequential pattern-recognition system employing recurrent fuzzy systems that is employed as a monitoring system on continuous-casting systems in the steel industry worldwide. Taking that application as a starting point, a general method for sequential pattern recognition in time series that uses recurrent fuzzy systems is described. |
| Fachbereich(e)/-gebiet(e): | 18 Fachbereich Elektrotechnik und Informationstechnik 18 Fachbereich Elektrotechnik und Informationstechnik > Institut für Automatisierungstechnik und Mechatronik 18 Fachbereich Elektrotechnik und Informationstechnik > Institut für Automatisierungstechnik und Mechatronik > Regelungsmethoden und Robotik (ab 01.08.2022 umbenannt in Regelungsmethoden und Intelligente Systeme) |
| Hinterlegungsdatum: | 20 Nov 2008 08:21 |
| Letzte Änderung: | 25 Apr 2023 12:25 |
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