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Numerical Heat Transfer, Part A: Applications
An International Journal of Computation and Methodology
Volume 33, 1998 - Issue 2
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Original Articles

USE OF GENETIC ALGORITHMS IN THERMAL PROPERTY ESTIMATION: PART II - SIMULTANEOUS ESTIMATION OF THERMAL PROPERTIES

Sandrine Garcia Department of Mechanical Engineering, Virginia Polytechnic Institute and State University, Randolph Hall, Blacksburg, Virginia, 24061-0238, USA
,
Jerome Guynn Department of Mechanical Engineering, Virginia Polytechnic Institute and State University, Randolph Hall, Blacksburg, Virginia, 24061-0238, USA
&
Elaine P. Scott Department of Mechanical Engineering, Virginia Polytechnic Institute and State University, Randolph Hall, Blacksburg, Virginia, 24061-0238, USA
Pages 149-168 | Received 04 Apr 1997, Accepted 17 Sep 1997, Published online: 15 Mar 2007

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Afif Tajouri, Khalil El Khoury & Maroun Nemer. (2015) Inverse Estimation of Gray-Band Emissivity in a Three-Dimensional Enclosure Using Combined Simulated Annealing and Replating Algorithm. Numerical Heat Transfer, Part A: Applications 68:3, pages 268-287.
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VijayK. Mishra, SubhashC. Mishra & DipankarN. Basu. (2015) Combined Mode Conduction and Radiation Heat Transfer in a Porous Medium and Estimation of the Optical Properties of the Porous Matrix. Numerical Heat Transfer, Part A: Applications 67:10, pages 1119-1135.
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Na Tian, Jun Sun, Wenbo Xu & Choi-Hong Lai. (2011) Quantum-Behaved Particle Swarm Optimization with Ring Topology and Its Application in Estimating Temperature-Dependent Thermal Conductivity. Numerical Heat Transfer, Part B: Fundamentals 60:2, pages 73-95.
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RamchandraP. Chopade, SubhashC. Mishra, P. Mahanta & S. Maruyama. (2011) Numerical Analysis of an Inverse Boundary Design Problem of a 3-D Radiant Furnace with a 3-D Design Object. Numerical Heat Transfer, Part A: Applications 60:1, pages 25-49.
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RamchandraP. Chopade, E. Agnihotri, A.K. Singh, A. Kumar, R. Uppaluri, SubhashC. Mishra & P. Mahanta. (2011) Application of a Particle Swarm Algorithm for Parameter Retrieval in a Transient Conduction-Radiation Problem. Numerical Heat Transfer, Part A: Applications 59:9, pages 672-692.
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Hosein Molavi, Iraj Pourshaban, Ali Hakkaki-Fard, Mehdi Molavi, Anahita Ayasoufi & RaminK. Rahmani. (2010) Inverse Identification of Thermal Properties of Charring Ablators. Numerical Heat Transfer, Part B: Fundamentals 56:6, pages 478-501.
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Ranjan Das, SubhashC. Mishra & R. Uppaluri. (2008) Multiparameter Estimation in a Transient Conduction-Radiation Problem Using the Lattice Boltzmann Method and the Finite-Volume Method Coupled with the Genetic Algorithms. Numerical Heat Transfer, Part A: Applications 53:12, pages 1321-1338.
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Sarah N. Scott, Ryan M. Keedy, Victor E. Brunini, Matthew W. Kury, Amanda B. Dodd, James L. Urban & A. Carlos Fernandez-Pello. (2019) Validation of PMDI-based polyurethane foam model for fire safety applications. Proceedings of the Combustion Institute 37:3, pages 4009-4016.
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Elaine P. Scott. 2018. Theory and Applications of Heat Transfer in Humans. Theory and Applications of Heat Transfer in Humans 133 152 .
Ke-Lun He, Qun Chen, En-fu Dong, Wei-Chun Ge, Jun-Hong Hao & Fei Xu. (2018) An improved unit circuit model for transient heat conduction performance analysis and optimization in multi-layer materials. Applied Thermal Engineering 129, pages 1551-1562.
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Y. Y. Chen, M. Keyhani & J. I. Frankel. (2016) A New Thermophysical Property Estimation Approach Based on Calibration Equations and Rescaling Principle. Journal of Thermal Science and Engineering Applications 8:2.
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Mohammed M. Khan, Archibald Tewarson & Marcos Chaos. 2016. SFPE Handbook of Fire Protection Engineering. SFPE Handbook of Fire Protection Engineering 1143 1232 .
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Rongchun Yu. (2014) Rock and soil mechanics model parameter inversion method based on computational intelligence. Rock and soil mechanics model parameter inversion method based on computational intelligence.
Balázs Czél, Keith A. Woodbury & Gyula Gróf. (2014) Simultaneous estimation of temperature-dependent volumetric heat capacity and thermal conductivity functions via neural networks. International Journal of Heat and Mass Transfer 68, pages 1-13.
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Hai-Dong WangHai-Dong Wang. 2014. Theoretical and Experimental Studies on Non-Fourier Heat Conduction Based on Thermomass Theory. Theoretical and Experimental Studies on Non-Fourier Heat Conduction Based on Thermomass Theory 55 81 .
Sergey B. Rutin, Aleksandr A. Smotritskiy, Aleksandr A. Starostin, Yuriy S. Okulovsky & Pavel V. Skripov. (2013) Heat transfer under high-power heating of liquids. 1. Experiment and inverse algorithm. International Journal of Heat and Mass Transfer 62, pages 135-141.
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Hosein Molavi, Javad Rezapour, Sahar Noori, Sadjad Ghasemloo & Kourosh Amir Aslani. (2013) Novel gradient‐based methods for heat flux retrieval. International Journal of Numerical Methods for Heat & Fluid Flow 23:3, pages 499-519.
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Balázs Czél, Keith A. Woodbury & Gyula Gróf. (2013) Inverse Identification of Temperature-Dependent Volumetric Heat Capacity by Neural Networks. International Journal of Thermophysics 34:2, pages 284-305.
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Balázs Czél & Gyula Gróf. (2012) Inverse identification of temperature-dependent thermal conductivity via genetic algorithm with cost function-based rearrangement of genes. International Journal of Heat and Mass Transfer 55:15-16, pages 4254-4263.
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Balázs Czél & Gyula Gróf. (2012) Simultaneous Identification of Temperature-Dependent Thermal Properties via Enhanced Genetic Algorithm. International Journal of Thermophysics 33:6, pages 1023-1041.
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E Dong & Guan Long. (2011) The inversion of the coefficient of permeability with genetic algorithm. The inversion of the coefficient of permeability with genetic algorithm.
V. I. Gorbatov, Yu. S. Okulovskii, P. V. Skripov, A. A. Smotritskiy & A. A. Starostin. (2010) Identification of heat-exchange parameters under intensive pulse heating of a wire in a fluid. Journal of Engineering Thermophysics 19:3, pages 144-153.
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Louis Gosselin, Maxime Tye-Gingras & François Mathieu-Potvin. (2009) Review of utilization of genetic algorithms in heat transfer problems. International Journal of Heat and Mass Transfer 52:9-10, pages 2169-2188.
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Shouju Li, Zichang Shangguan, Hongxia Duan, Yingxi Liu & Maotian Luan. (2009) Searching for critical failure surface in slope stability analysis by using hybrid genetic algorithm. Geomechanics and Engineering 1:1, pages 85-96.
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S. VeisehA. Hakkaki-Fard & F. Kowsary. (2009) Determination of the Air/Fiber Conductivity of Mineral Wool Insulations in Building Applications Using Nonlinear Estimation Methods. Journal of Building Physics 32:3, pages 243-260.
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Manu Mital & E. P. Scott. (2007) Thermal Detection of Embedded Tumors Using Infrared Imaging. Journal of Biomechanical Engineering 129:1, pages 33-39.
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D Ingham & S Harris. 2005. Handbook of Porous Media, Second Edition. Handbook of Porous Media, Second Edition 678 742 .
Bogdan Popescu, Yves Scudeller, Thierry Brousse & Bertrand Garnier. (2004) Thermal characterization of dielectric thin films using an improved genetic algorithm. Superlattices and Microstructures 35:3-6, pages 239-252.
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Kamran Daryabeigi. (2003) Heat Transfer in High-Temperature Fibrous Insulation. Journal of Thermophysics and Heat Transfer 17:1, pages 10-20.
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Wang Deng-gang, Liu Ying-xi & Li Shou-ju. (2002) Chaos-regularization hybrid algorithm for nonlinear two-dimensional inverse heat conduction problem. Applied Mathematics and Mechanics 23:8, pages 973-980.
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Somnath Nandi, P. Mukherjee, S. S. Tambe, Rajiv Kumar & B. D. Kulkarni. (2002) Reaction Modeling and Optimization Using Neural Networks and Genetic Algorithms:  Case Study Involving TS-1-Catalyzed Hydroxylation of Benzene. Industrial & Engineering Chemistry Research 41:9, pages 2159-2169.
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S. Orain, Y. Scudeller, S. Garcia & T. Brousse. (2001) Use of genetic algorithms for the simultaneous estimation of thin films thermal conductivity and contact resistances. International Journal of Heat and Mass Transfer 44:20, pages 3973-3984.
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R.J Goldstein, E.R.G Eckert, W.E Ibele, S.V Patankar, T.W Simon, T.H Kuehn, P.J Strykowski, K.K Tamma, A Bar-Cohen, J.V.R Heberlein, J.H Davidson, J Bischof, F.A Kulacki, U Kortshagen & S Garrick. (2001) Heat transfer: a review of 1998 literature. International Journal of Heat and Mass Transfer 44:2, pages 253-366.
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S.P. Ramanathan, S. Mukherjee, R.K. Dahule, S. Ghosh, I. Rahman, S.S. Tambe, D.D. Ravetkar & B.D. Kulkarni. (2001) Optimization of Continuous Distillation Columns Using Stochastic Optimization Approaches. Chemical Engineering Research and Design 79:3, pages 310-322.
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Somnath Nandi, Soumitra Ghosh, Sanjeev S. Tambe & Bhaskar D. Kulkarni. (2004) Artificial neural‐network‐assisted stochastic process optimization strategies. AIChE Journal 47:1, pages 126-141.
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A. R. Hanuska, E. P. Scott & K. Daryabeigi. (2000) Thermal Characterization of Aerospace Structures. Journal of Thermophysics and Heat Transfer 14:3, pages 322-329.
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Christophe Journeau, François Sudreau, Jean-Marie Gatt & Gérard Cognet. (1999) Thermal, physico-chemical and rheological boundary layers in multi-component oxidic melt spreads. International Journal of Thermal Sciences 38:10, pages 879-891.
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A. Hanuska, E. Scott & K. Daryabeigi. (1999) Thermal characterization of aerospace structures. Thermal characterization of aerospace structures.
David C. Copenhaver, Elaine P. Scott & Alexander Hanuska. (1998) Thermal Characterization of Honeycomb Core Sandwich Structures. Journal of Spacecraft and Rockets 35:4, pages 539-545.
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