Application of simulated annealing for simultaneous estimation of parameters in a cylindrical fin

An inverse problem is solved for simultaneous three parameter estimation in a large-sized cylindrical fin involving conduction-convection heat transfer. The temperature field used for the estimation of unknowns is calculated from the finite difference method (FDM). The simulated annealing (SA) is ap...

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Main Authors: Das, Ranjan., Dutta, Partha P.
Other Authors: School of Mechanical and Aerospace Engineering
Format: Article
Language:English
Published: 2013
Subjects:
Online Access:https://hdl.handle.net/10356/85528
http://hdl.handle.net/10220/17632
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-855282020-03-07T13:19:24Z Application of simulated annealing for simultaneous estimation of parameters in a cylindrical fin Das, Ranjan. Dutta, Partha P. School of Mechanical and Aerospace Engineering DRNTU::Engineering::Aeronautical engineering An inverse problem is solved for simultaneous three parameter estimation in a large-sized cylindrical fin involving conduction-convection heat transfer. The temperature field used for the estimation of unknowns is calculated from the finite difference method (FDM). The simulated annealing (SA) is applied in this work for minimizing the required objective function. The accuracy of the estimated parameters has been studied for different measurement points, initial guess, measurement errors, and number of iterations; CPU times are also reported. The FDM-SA is observed to reconstruct the temperature field with an excellent accuracy, but ill-posed behavior is observed. 2013-11-14T07:36:41Z 2019-12-06T16:05:23Z 2013-11-14T07:36:41Z 2019-12-06T16:05:23Z 2012 2012 Journal Article Das, R., & Dutta, P. P. (2012). Application of Simulated Annealing for Simultaneous Estimation of Parameters in a Cylindrical Fin. Numerical Heat Transfer, Part A: Applications, 61(9), 699-716. https://hdl.handle.net/10356/85528 http://hdl.handle.net/10220/17632 10.1080/10407782.2012.671012 en Numerical heat transfer, Part A: Applications: An International journal of computation and methodology
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic DRNTU::Engineering::Aeronautical engineering
spellingShingle DRNTU::Engineering::Aeronautical engineering
Das, Ranjan.
Dutta, Partha P.
Application of simulated annealing for simultaneous estimation of parameters in a cylindrical fin
description An inverse problem is solved for simultaneous three parameter estimation in a large-sized cylindrical fin involving conduction-convection heat transfer. The temperature field used for the estimation of unknowns is calculated from the finite difference method (FDM). The simulated annealing (SA) is applied in this work for minimizing the required objective function. The accuracy of the estimated parameters has been studied for different measurement points, initial guess, measurement errors, and number of iterations; CPU times are also reported. The FDM-SA is observed to reconstruct the temperature field with an excellent accuracy, but ill-posed behavior is observed.
author2 School of Mechanical and Aerospace Engineering
author_facet School of Mechanical and Aerospace Engineering
Das, Ranjan.
Dutta, Partha P.
format Article
author Das, Ranjan.
Dutta, Partha P.
author_sort Das, Ranjan.
title Application of simulated annealing for simultaneous estimation of parameters in a cylindrical fin
title_short Application of simulated annealing for simultaneous estimation of parameters in a cylindrical fin
title_full Application of simulated annealing for simultaneous estimation of parameters in a cylindrical fin
title_fullStr Application of simulated annealing for simultaneous estimation of parameters in a cylindrical fin
title_full_unstemmed Application of simulated annealing for simultaneous estimation of parameters in a cylindrical fin
title_sort application of simulated annealing for simultaneous estimation of parameters in a cylindrical fin
publishDate 2013
url https://hdl.handle.net/10356/85528
http://hdl.handle.net/10220/17632
_version_ 1681041318241894400