Browsing by Author "Matarese, Nicola"
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Item Detection of transients in steel casting through standard and AI-based techniques(2011) Colla, Valentina; Vannucci, Marco; Matarese, Nicola; Stephens, Gerard; Pianezzola, Marco; Alonso, Izaskun; Lamp, Torsten; Palacios, Juan; Schiewe, Siegfried; Centros PRE-FUSION TECNALIA - (FORMER)The detection of transients in the practice of continuous casting within a steel-making industry is a key task for the prediction of final product properties but currently a direct observation of this phenomenon is not available. For this reason in this paper several standard and soft-computing based methods for the detection of transients from plant data will be tested and compared. From the obtained results it emerges that the use of a fuzzy inference system based on experts knowledge achieves very satisfactory results correctly identifying most of the transient events present in the databases provided by different companies.