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A Comparison of Several Modeling Methods in Soft Sensor Development (CROSBI ID 620985)

Prilog sa skupa u zborniku | sažetak izlaganja sa skupa

Grbić, Ratko ; Nyarko, Emmanuel Karlo ; Slišković, Dražen A Comparison of Several Modeling Methods in Soft Sensor Development. 2014

Podaci o odgovornosti

Grbić, Ratko ; Nyarko, Emmanuel Karlo ; Slišković, Dražen

engleski

A Comparison of Several Modeling Methods in Soft Sensor Development

Many different process variables which are in close relationship with the final product quality cannot always be measured online. In order to enable continuous process monitoring and efficient process control, soft sensors are used to estimate these difficult-to-measure process variables. The heart of the soft sensor is the mathematical model of the process which approximates unknown relationship between easy- to-measure process variables and the difficult- to-measure process variable of interest. Process model building can be based on plant data taken from the process database. In this paper, several well known data based modeling methods are presented. Advantages and disadvantages of each modeling approach are outlined and discussed. The efficiency of the presented methods is shown and compared on a real industrial problem.

soft sensor; difficult-to-measure process variable; process modeling

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Podaci o prilogu

2014.

objavljeno

Podaci o matičnoj publikaciji

Podaci o skupu

32nd Science in Practice 2014 (SiP 2014)

predavanje

15.10.2014-17.10.2014

Osijek, Hrvatska

Povezanost rada

Računarstvo