Inverse identification of interfacial heat transfer coefficient between the casting and metal mold using neural network

Energy Conversion and Management

Volumn 51, Issue 10, 2010, Pages 1898-1904

  Zhang, Liqiang ^a   Li, Luoxing ^a   Ju, Hui ^a   Zhu, Biwu ^a  

^a HUNAN UNIVERSITY   (China)

Author keywords

Finite element; Interfacial heat transfer coefficient; Inverse method; Neural network

Indexed keywords

CASTING QUALITY; CASTING SOLIDIFICATION; CASTING-MOLD INTERFACE; COATING MATERIAL; COATING THICKNESS; EFFECTIVE TOOL; FINITE ELEMENT; FINITE ELEMENT ANALYSIS; GAP FORMATION; INTERFACIAL HEAT TRANSFER COEFFICIENTS; INVERSE ANALYSIS; INVERSE IDENTIFICATION; INVERSE METHOD; INVERSE METHODS; METAL MOLD; NUMERICAL SIMULATION; ROUGHNESS OF SURFACE; TIME VARYING;

BACKPROPAGATION ALGORITHMS; COATINGS; COMPUTER SIMULATION; FINITE ELEMENT METHOD; HEAT EXCHANGERS; HEAT TRANSFER COEFFICIENTS; INVERSE PROBLEMS; METAL ANALYSIS; MOLDS; NEURAL NETWORKS; THICKNESS MEASUREMENT;

CASTING;

EID: 77955310390     PISSN: 01968904     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enconman.2010.02.020     Document Type: Article

References (17)

1. T.R. Vijayaram, S. Sulaiman, and A.M.S. Hamouda Numerical simulation of casting solidification in permanent metallic molds J Mater Process Technol 178 2006 29 33
2. L.A. Dobrzański, M. Krupinski, and J.H. Sokolowski Computer aided classification of flaws occurred during casting of aluminum J Mater Process Technol 167 2005 456 462
3. S. Arunkumar, K.V.S. Rao, and T.S.P. Kumar Spatial variation of heat flux at the metal mold interface due to mold filling effects in gravity die-casting Int J Heat Mass Transfer 51 2008 2676 2685
4. C.A. Santos, J.M.V. Quaresma, and A. Garicia Determination of transient interfacial heat transfer coefficients in chill mold castings J Alloy Compd 319 2001 174 186
5. Z.P. Guo, S.M. Xiong, S.H. Cho, and J.K. Choi Study on heat transfer behavior at metal/die interface in aluminum alloy die casting process Acta Metall Sinica 11 2007 1149 1154
6. G.R. Liu, X. Han, Y.G. Xu, and K.Y. Lam Material characterization of functionally graded material by means of elastic waves and a progressive-learning neural network Compos Sci Technol 61 2001 1401 1411
7. X. Han, D. Xu, and G.R. Liu A computational inverse technique for material characterization of a functionally graded cylinder using a progressive neural network Neurocomputing 51 2003 341 360
8. G.R. Liu, J.H. Lee, A.T. Patera, Z.L. Yang, and K.Y. Lam Inverse identification of thermal parameters using reduced-basis method Comput Methods Appl Mech Eng 194 2005 3090 3107
9. S. Deng, and Y. Hwang Applying neural networks to the solution of forward and inverse heat conduction problems Int J Heat Mass Transfer 49 2006 4732 4750
10. Y.C. Liang, D.P. Feng, G.R. Liu, X.W. Yang, and X. Han Neural identification of rock parameters using fuzzy adaptive learning parameters Comput Struct 81 2003 2373 2382
11. N. Huber, and Ch Tsakmakis A neural network tool for identifying the material parameters of a finite deformation viscoplasticity model Comput Methods Appl Mech Eng 191 2001 353 384
12. G. Dour, M. Dargusch, C. Davidson, and A. Nef Development of a non-intrusive heat transfer coefficient gauge and its application to high pressure die casting effect of the process parameters J Mater Process Technol 169 2005 223 233
13. A. Krimpenis, P.G. Benardos, G.C. Vosniakos, and A. Koukouvitaki Simulation-based selection of optimum pressure die-casting process parameters using neural nets and genetic algorithms Int J Adv Manuf Technol 27 2006 509 517
14. H.M. ahin, K. Kocatepe, R. Kayikci, and N. Akar Determination of unidirectional heat transfer coefficient during unsteady-state solidification at metal casting-chill interface Energy Convers Manage 47 2006 19 34
15. T.G. Kim, and Z.H. Lee Time-varying heat transfer coefficients between tube-shaped casting and metal mold Int J Heat Mass Transfer 40 1997 3513 3525
16. S.M.H. Mirbagheri, M. Shrinparvar, and A. Chirazi Modeling of metalo-static pressure on the metal-mould interface thermal resistance in the casting process Mater Des 28 2007 2106 2112
17. M.A. Martorano, and J.D.T. Capocchi Heat transfer coefficient at the metal-mould interface in the unidirectional solidification of Cu-8%Sn alloys Int J Heat Mass Transfer 43 2000 2541 2552