Agile Tuning Method in Successive Steps for a River Flow Simulator

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Scientists and engineers continuously build models to interpret axiomatic theories or explain the reality of the universe of interest to reduce the gap between formal theory and observation in practice. We focus our work on dealing with the uncertainty of the input data of the model to improve the q...

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Detalles Bibliográficos
Autores principales:	Trigila, Mariano, Gaudiani, Adriana Angélica, Luque Fadón, Emilio
Formato:	Objeto de conferencia
Lenguaje:	Inglés
Publicado:	2018
Materias:	Ciencias Informáticas Parametric simulation tuning methodology flood simulation improvement dynamical systems flood model calibration
Acceso en línea:	http://sedici.unlp.edu.ar/handle/10915/127483
Aporte de:	SEDICI (UNLP) de Universidad Nacional de La Plata

id	I19-R120-10915-127483
record_format	dspace
institution	Universidad Nacional de La Plata
institution_str	I-19
repository_str	R-120
collection	SEDICI (UNLP)
language	Inglés
topic	Ciencias Informáticas Parametric simulation tuning methodology flood simulation improvement dynamical systems flood model calibration
spellingShingle	Ciencias Informáticas Parametric simulation tuning methodology flood simulation improvement dynamical systems flood model calibration Trigila, Mariano Gaudiani, Adriana Angélica Luque Fadón, Emilio Agile Tuning Method in Successive Steps for a River Flow Simulator
topic_facet	Ciencias Informáticas Parametric simulation tuning methodology flood simulation improvement dynamical systems flood model calibration
description	Scientists and engineers continuously build models to interpret axiomatic theories or explain the reality of the universe of interest to reduce the gap between formal theory and observation in practice. We focus our work on dealing with the uncertainty of the input data of the model to improve the quality of the simulation. To reduce this error, scientist and engineering implement techniques for model tuning and they look for ways to reduce their high computational cost. This article proposes a methodology for adjusting a simulator of a complex dynamic system that models the wave translation along rivers channels, with emphasis on the reduction of computation resources. We propose a simulator calibration by using a methodology based on successive adjustment steps of the model. We based our process in a parametric simulation. The input scenarios used to run the simulator at every step were obtained in an agile way, achieving a model improvement up to 50% in the reduction of the simulated data error. These results encouraged us to extend the adjustment process over a larger domain region.
format	Objeto de conferencia Objeto de conferencia
author	Trigila, Mariano Gaudiani, Adriana Angélica Luque Fadón, Emilio
author_facet	Trigila, Mariano Gaudiani, Adriana Angélica Luque Fadón, Emilio
author_sort	Trigila, Mariano
title	Agile Tuning Method in Successive Steps for a River Flow Simulator
title_short	Agile Tuning Method in Successive Steps for a River Flow Simulator
title_full	Agile Tuning Method in Successive Steps for a River Flow Simulator
title_fullStr	Agile Tuning Method in Successive Steps for a River Flow Simulator
title_full_unstemmed	Agile Tuning Method in Successive Steps for a River Flow Simulator
title_sort	agile tuning method in successive steps for a river flow simulator
publishDate	2018
url	http://sedici.unlp.edu.ar/handle/10915/127483
work_keys_str_mv	AT trigilamariano agiletuningmethodinsuccessivestepsforariverflowsimulator AT gaudianiadrianaangelica agiletuningmethodinsuccessivestepsforariverflowsimulator AT luquefadonemilio agiletuningmethodinsuccessivestepsforariverflowsimulator
bdutipo_str	Repositorios
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Agile Tuning Method in Successive Steps for a River Flow Simulator

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