Inverse identification of temperature-dependent thermal conductivity via genetic algorithm with cost function-based rearrangement of genes

B Czél, G Gróf - International Journal of Heat and Mass Transfer, 2012 - Elsevier
A new application of the cost function-based rearrangement of genes (proposed by Liu
(2008)[1]) is presented in this paper through the genetic algorithm-based solution of the …

Simultaneous estimation of temperature-dependent volumetric heat capacity and thermal conductivity functions via neural networks

B Czél, KA Woodbury, G Gróf - International Journal of Heat and Mass …, 2014 - Elsevier
An artificial neural network based solution of the inverse heat conduction problem of
simultaneous identification of the temperature-dependent volumetric heat capacity and …

Estimation of the time-dependent heat flux using the temperature distribution at a point by conjugate gradient method

M Mohammadiun, AB Rahimi, I Khazaee - International Journal of Thermal …, 2011 - Elsevier
In this paper, the conjugate gradient method coupled with adjoint problem is used in order to
solve the inverse heat conduction problem and estimation of the time-dependent heat flux …

Estimation of initial condition in heat conduction by neural network

ÉH Shiguemori, JDÍSS Da Silva… - Inverse Problems in …, 2004 - Taylor & Francis
This article describes a methodology for using neural networks in an inverse heat
conduction problem. Three neural network (NN) models are used to determine the initial …

A new ANN driven MCMC method for multi-parameter estimation in two-dimensional conduction with heat generation

C Balaji, T Padhi - International journal of heat and mass transfer, 2010 - Elsevier
This paper proposes a hybrid approach, wherein Markov Chain Monte Carlo (MCMC)
simulations are used in a Bayesian framework, in conjunction with artificial neural networks …

Using neural networks to obtain initial estimates for the solution of inverse heat transfer problems

F Soeiro, PO Soares, HF Campos Velho… - … Problems, Design an …, 2004 - books.google.com
Using neural networks to obtain initial estimates for the solution of inverse heat transfer problems
Page 359 358 Inverse Problems, Design and Optimization USING NEURAL NETWORKS TO …

Time-dependent heat flux estimation in multi-layer systems by inverse method

M Mohammadiun - Journal of Thermophysics and Heat Transfer, 2016 - arc.aiaa.org
In this paper, the conjugate gradient method, coupled with the adjoint problem, is used to
solve the inverse heat conduction problem and to estimate the time-dependent heat flux …

Genetic algorithm-based method for determination of temperature-dependent thermophysical properties

B Czél, G Gróf - International Journal of Thermophysics, 2009 - Springer
A new evaluation method based on a genetic algorithm is applied for simultaneous
determination of the temperature-dependent thermal conductivity and volumetric heat …

Artificial neural networks for inverse heat transfer problems

O Cortés, G Urquiza, JA Hernandez… - Electronics, Robotics …, 2007 - ieeexplore.ieee.org
We present a solution for an inverse heat transfer problem involving internal heat generation
using artificial neural networks. The problem involves a heat conduction problem with …

[HTML][HTML] Estimation of time-dependent heat flux using temperature distribution at a point in a two layer system

M Mohammadiun, AB Rahimi - Scientia Iranica, 2011 - Elsevier
In this paper, the conjugate gradient method, coupled with the adjoint problem, is used in
order to solve the inverse heat conduction problem and estimation of the time-dependent …