About: Parallel Estimation Respecting Constraints of Parametric Models of Cold Rolling

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://library.utia.cas.cz/separaty/2010/AS/karny-parallel%20estimation%20respecting%20constraints%20of%20parametric%20models%20of%20cold%20rolling.pdf
Description	Model-based predictors and controllers frequently depend on efficient recursive estimation of model parameters. Similarly often, there are known hard bounds on parameter values. Adaptive control applied for rolling mills represents a typical example of such case. While common estimation algorithms are elaborated enough to be utilized in industrial practice, it is difficult to find implementation of bounded estimation, which is both formally consistent and suitable for reliable applications. Solution offered in this paper is based on simultaneous run of two or more proven estimators different in applied process models. Both simulated and real data examples are provided. Model-based predictors and controllers frequently depend on efficient recursive estimation of model parameters. Similarly often, there are known hard bounds on parameter values. Adaptive control applied for rolling mills represents a typical example of such case. While common estimation algorithms are elaborated enough to be utilized in industrial practice, it is difficult to find implementation of bounded estimation, which is both formally consistent and suitable for reliable applications. Solution offered in this paper is based on simultaneous run of two or more proven estimators different in applied process models. Both simulated and real data examples are provided. (en)
Title	Parallel Estimation Respecting Constraints of Parametric Models of Cold Rolling Parallel Estimation Respecting Constraints of Parametric Models of Cold Rolling (en)
skos:prefLabel	Parallel Estimation Respecting Constraints of Parametric Models of Cold Rolling Parallel Estimation Respecting Constraints of Parametric Models of Cold Rolling (en)
skos:notation	RIV/48361143:_____/10:#0000002!RIV12-MSM-48361143
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(7D09008)
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Kárný, Miroslav Ettler, Pavel
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	COMPUREG Plzeň, s.r.o.
http://linked.open...dnocenehoVysledku	278050
http://linked.open...ai/riv/idVysledku	RIV/48361143:_____/10:#0000002
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	parameter estimation; process model; identification; steel industry (en)
http://linked.open.../riv/klicoveSlovo	process model identification parameter estimation steel industry
http://linked.open...ontrolniKodProRIV	[481174D2A22C]
http://linked.open...v/mistoKonaniAkce	Cape Town, South Africa
http://linked.open...i/riv/mistoVydani	Cape Town, South Africa
http://linked.open...i/riv/nazevZdroje	13th IFAC Symposium on Automation in Mineral, Mining and Metal Processing
http://linked.open...in/vavai/riv/obor	BC
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Probabilistic Bayesian soft sensor - a tool for on-line estimation of the key process variable in cold rolling mills
http://linked.open...UplatneniVysledku	2010
http://linked.open...iv/tvurceVysledku	Ettler, Pavel Kárný, Miroslav
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2010-01-01 (xsd:date)
number of pages	6 (xsd:int)
http://bibframe.org/vocab/doi	10.3182/20100802-3-ZA-2014.00007
http://purl.org/ne...btex#hasPublisher	University of Stellenbosch, South Africa
https://schema.org/isbn	978-3-902661-73-9

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