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Numerical Heat Transfer, Part A: Applications
An International Journal of Computation and Methodology
Volume 47, 2005 - Issue 6
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Original Articles

COMBINATION OF INVERSE AND NEURAL NETWORK METHODS TO ESTIMATE HEAT FLUX

Hao Deng LERMPS, Site de Sévenans, Belfort Cedex, France
,
Sofiane Guessasma LERMPS, Site de Sévenans, Belfort Cedex, France
,
Ghislain Montavon LERMPS, Site de Sévenans, Belfort Cedex, France
,
Hanlin Liao LERMPS, Site de Sévenans, Belfort Cedex, France
,
Christian Coddet LERMPS, Site de Sévenans, Belfort Cedex, France
,
Djaffar Benkrid CREST, Site de Sévenans, Belfort, France
&
Saïd Abouddi UTBM, Site de Sévenans, Belfort Cedex, France
 show all
Pages 593-607 | Received 06 Feb 2004, Accepted 04 Sep 2004, Published online: 01 Sep 2006

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Haolong Chen, Kaijie Wang, Zhanli Liu & Huanlin Zhou. (2022) Surface temperature analysis and thermophysical property estimation for breast cancer by deep learning. Numerical Heat Transfer, Part A: Applications 82:8, pages 411-427.
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Yang Liu, Yann Billaud, Didier Saury & Denis Lemonnier. (2020) Simultaneous identification of thermophysical properties of semitransparent media using an artificial neural network trained by a 2-D axisymmetric direct model. Numerical Heat Transfer, Part A: Applications 77:10, pages 890-912.
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Reza Beigzadeh, Masoud Rahimi, Mehdi Parvizi & Smith Eiamsa-ard. (2014) Application of ANN and GA for the Prediction and Optimization of Thermal and Flow Characteristics in a Rectangular Channel Fitted with Twisted Tape Vortex Generators. Numerical Heat Transfer, Part A: Applications 65:2, pages 186-199.
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Tien-Mo Shih, Martinus Arie & Derrick Ko. (2011) Literature Survey of Numerical Heat Transfer (2000–2009): Part II. Numerical Heat Transfer, Part A: Applications 60:11-12, pages 883-1096.
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Simon Bélanger & Louis Gosselin. (2009) Utilization of Artificial Neural Networks in the Context of Materials Selection for Thermofluid Design. Numerical Heat Transfer, Part A: Applications 55:9, pages 825-844.
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Etienne Videcoq, Myriam Lazard, Olivier Quemener & Alain Neveu. (2009) Online Temperature Prediction Using a Branch Eigenmode Reduced Model Applied to Cutting Process. Numerical Heat Transfer, Part A: Applications 55:7, pages 683-705.
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Fuchang Xu & MohamedS. Gadala. (2007) On the Application of Intrinsic Thermocouples in Temperature Measurements in Water Jet Cooling. Numerical Heat Transfer, Part A: Applications 51:4, pages 343-362.
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Articles from other publishers (15)

Harsha Kumar M K, Vishweshwara P S, Gnanasekaran N & Balaji C. (2018) A combined ANN-GA and experimental based technique for the estimation of the unknown heat flux for a conjugate heat transfer problem. Heat and Mass Transfer 54:11, pages 3185-3197.
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Masoud Rahimi, Reza Beigzadeh, Mehdi Parvizi & Smith Eiamsa-ard. (2015) GMDH-type neural network modeling and genetic algorithm-based multi-objective optimization of thermal and friction characteristics in heat exchanger tubes with wire-rod bundles. Heat and Mass Transfer 52:8, pages 1585-1593.
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Hamidreza Najafi & Keith A. Woodbury. (2015) Online heat flux estimation using artificial neural network as a digital filter approach. International Journal of Heat and Mass Transfer 91, pages 808-817.
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K. Goudarzi, A. Moosaei & M. Gharaati. (2015) Applying artificial neural networks (ANN) to the estimation of thermal contact conductance in the exhaust valve of internal combustion engine. Applied Thermal Engineering 87, pages 688-697.
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Reza Beigzadeh & Masoud Rahimi. (2012) Prediction of heat transfer and flow characteristics in helically coiled tubes using artificial neural networks. International Communications in Heat and Mass Transfer 39:8, pages 1279-1285.
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T. Boushaki, S. Guessasma & J.C. Sautet. (2011) Predictive analysis of combined burner parameter effects on oxy-fuel flames. Applied Thermal Engineering 31:2-3, pages 202-212.
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R.J. Goldstein, W.E. Ibele, S.V. Patankar, T.W. Simon, T.H. Kuehn, P.J. Strykowski, K.K. Tamma, J.V.R. Heberlein, J.H. Davidson, J. Bischof, F.A. Kulacki, U. Kortshagen, S. Garrick, V. Srinivasan, K. Ghosh & R. Mittal. (2010) Heat transfer—A review of 2005 literature. International Journal of Heat and Mass Transfer 53:21-22, pages 4397-4447.
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Leandro dos Santos Coelho, Roberto Zanetti Freire, Gerson Henrique dos Santos & Nathan Mendes. (2009) Identification of temperature and moisture content fields using a combined neural network and clustering method approach. International Communications in Heat and Mass Transfer 36:4, pages 304-313.
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David Hicham Bassir, Sofiane Guessasma & Lamine Boubakar. (2009) Hybrid computational strategy based on ANN and GAPS: Application for identification of a non-linear model of composite material. Composite Structures 88:2, pages 262-270.
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Peng Ding & Wen-Quan Tao. (2009) Estimation of Unknown Boundary Heat Flux in Laminar Circular Pipe Flow Using Functional Optimization Approach: Effects of Reynolds Number. Journal of Heat Transfer 131:2.
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Refet Karadağ & Ömer Akgöbek. (2008) The prediction of convective heat transfer in floor-heating systems by artificial neural networks. International Communications in Heat and Mass Transfer 35:3, pages 312-325.
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S. Deng & Y. Hwang. (2006) Applying neural networks to the solution of forward and inverse heat conduction problems. International Journal of Heat and Mass Transfer 49:25-26, pages 4732-4750.
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Cheng-Hung Huang & Hsin-Hsien Wu. (2006) An iterative regularization method in estimating the base temperature for non-Fourier fins. International Journal of Heat and Mass Transfer 49:25-26, pages 4893-4902.
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Farshad Kowsary, Morteza Mohammadzaheri & Saeed Irano. (2006) Training based, moving digital filter method for real time heat flux function estimation. International Communications in Heat and Mass Transfer 33:10, pages 1291-1298.
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Hamed Fall, Sofiane Guessasma & Willy Charon. (2006) Prediction of stability and performance of an active mechanical structure under uncertainty conditions using finite element and neural computation. Engineering Structures 28:13, pages 1787-1794.
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