Optimal design of experiments considering noisy control parameters for the inference of Furan combustion reaction rate

Handle URI:
http://hdl.handle.net/10754/624826
Title:
Optimal design of experiments considering noisy control parameters for the inference of Furan combustion reaction rate
Authors:
Long, Quan; Kim, Daesang; Bisetti, Fabrizio ( 0000-0001-5162-7805 ) ; Farooq, Aamir ( 0000-0001-5296-2197 ) ; Tempone, Raul ( 0000-0003-1967-4446 ) ; Knio, Omar
Abstract:
We carry out the design of experiments for the identification of the reaction parameters in Furan combustion. The lacks of information on the true value of the control parameters, specifically, the initial temperature and the initial TBHP concentration, are considered in the design procedure by errors-invariables models. We use two types of observables. The first is a scaler observable, i.e., half decay time of the [TBHP]. The second is the time history of the concentration.
KAUST Department:
Computer, Electrical and Mathematical Sciences & Engineering (CEMSE)
Conference/Event name:
Advances in Uncertainty Quantification Methods, Algorithms and Applications (UQAW 2016)
Issue Date:
6-Jan-2016
Type:
Poster
Appears in Collections:
Posters; Conference on Advances in Uncertainty Quantification Methods, Algorithms and Applications (UQAW 2016)

Full metadata record

DC FieldValue Language
dc.contributor.authorLong, Quanen
dc.contributor.authorKim, Daesangen
dc.contributor.authorBisetti, Fabrizioen
dc.contributor.authorFarooq, Aamiren
dc.contributor.authorTempone, Raulen
dc.contributor.authorKnio, Omaren
dc.date.accessioned2017-06-08T06:32:28Z-
dc.date.available2017-06-08T06:32:28Z-
dc.date.issued2016-01-06-
dc.identifier.urihttp://hdl.handle.net/10754/624826-
dc.description.abstractWe carry out the design of experiments for the identification of the reaction parameters in Furan combustion. The lacks of information on the true value of the control parameters, specifically, the initial temperature and the initial TBHP concentration, are considered in the design procedure by errors-invariables models. We use two types of observables. The first is a scaler observable, i.e., half decay time of the [TBHP]. The second is the time history of the concentration.en
dc.subjectRDFDen
dc.titleOptimal design of experiments considering noisy control parameters for the inference of Furan combustion reaction rateen
dc.typePosteren
dc.contributor.departmentComputer, Electrical and Mathematical Sciences & Engineering (CEMSE)en
dc.conference.dateJanuary 5-10, 2016en
dc.conference.nameAdvances in Uncertainty Quantification Methods, Algorithms and Applications (UQAW 2016)en
dc.conference.locationKAUSTen
dc.contributor.institutionUnited Technologies Research Centeren
kaust.authorKim, Daesangen
kaust.authorBisetti, Fabrizioen
kaust.authorFarooq, Aamiren
kaust.authorTempone, Raulen
kaust.authorKnio, Omaren
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