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Statements

Subject Item
n2:RIV%2F61989592%3A15310%2F12%3A33141625%21RIV13-MSM-15310___
rdf:type
n11:Vysledek skos:Concept
dcterms:description
The presented study focuses on a confrontation of the theory of regression models and theory of experiment with the real situation of determining properties of magnetic (nano)materials. Their magnetic properties can be deduced by measuring their magnetization, being the fundamental magnetic quantity of an arbitrary (nano)material. The results of the magnetization measurements determine the unknown parameters of a known nonlinear function that characterizes the (nano)material under investigation. Knowledge of the values of the uknkown parameters enables to decide whether the (nano)material is suitable or not for a particular application. Thus, in this work, we present a possible approach how to estimate the unknown parameters of the nonlinear function by the regression models, taking into account a relevant linearization criterion. Then, we suggest an appropriate design for the measurement to get better estimators of the parameters. The presented study focuses on a confrontation of the theory of regression models and theory of experiment with the real situation of determining properties of magnetic (nano)materials. Their magnetic properties can be deduced by measuring their magnetization, being the fundamental magnetic quantity of an arbitrary (nano)material. The results of the magnetization measurements determine the unknown parameters of a known nonlinear function that characterizes the (nano)material under investigation. Knowledge of the values of the uknkown parameters enables to decide whether the (nano)material is suitable or not for a particular application. Thus, in this work, we present a possible approach how to estimate the unknown parameters of the nonlinear function by the regression models, taking into account a relevant linearization criterion. Then, we suggest an appropriate design for the measurement to get better estimators of the parameters.
dcterms:title
Design of experiment for measurement of langevin function Design of experiment for measurement of langevin function
skos:prefLabel
Design of experiment for measurement of langevin function Design of experiment for measurement of langevin function
skos:notation
RIV/61989592:15310/12:33141625!RIV13-MSM-15310___
n11:predkladatel
n18:orjk%3A15310
n3:aktivita
n4:P n4:S
n3:aktivity
P(ED2.1.00/03.0058), S
n3:cisloPeriodika
4
n3:dodaniDat
n9:2013
n3:domaciTvurceVysledku
n6:4701321 n6:7321023 n6:9821740 n6:3934861 n6:6689930
n3:druhVysledku
n8:J
n3:duvernostUdaju
n10:S
n3:entitaPredkladatele
n15:predkladatel
n3:idSjednocenehoVysledku
130326
n3:idVysledku
RIV/61989592:15310/12:33141625
n3:jazykVysledku
n17:eng
n3:klicovaSlova
Langevin function; hysteresis loop; nanomaterial; D-optimal design of experiment; BLUE; linearization; nonlinear regression models; Approximation
n3:klicoveSlovo
n7:D-optimal%20design%20of%20experiment n7:Approximation n7:hysteresis%20loop n7:nonlinear%20regression%20models n7:Langevin%20function n7:BLUE n7:nanomaterial n7:linearization
n3:kodStatuVydavatele
PL - Polská republika
n3:kontrolniKodProRIV
[078DC997BA37]
n3:nazevZdroje
Measurement Science Review
n3:obor
n14:BB
n3:pocetDomacichTvurcuVysledku
5
n3:pocetTvurcuVysledku
5
n3:projekt
n19:ED2.1.00%2F03.0058
n3:rokUplatneniVysledku
n9:2012
n3:svazekPeriodika
12
n3:tvurceVysledku
Tuček, Pavel Tučková, Michaela Fišerová, Eva Tuček, Jiří Kubáček, Lubomír
n3:wos
000307943000001
s:issn
1335-8871
s:numberOfPages
7
n16:doi
10.2478/v10048-012-0019-4
n20:organizacniJednotka
15310