DocumentCode :
174381
Title :
Hybrid approach for solution of inverse heat conduction problems
Author :
Felde, Imre ; Wei Shi
Author_Institution :
John von Neumann Fac. of Inf., Obuda Univ., Budapest, Hungary
fYear :
2014
fDate :
5-8 Oct. 2014
Firstpage :
3896
Lastpage :
3899
Abstract :
The estimation of thermal boundary conditions occurring during heat treatment processes is an essential requirement for characterization of heat transfer phenomena. In this work, the performance of five optimization techniques is studied. These models are the Conjugate Gradient Method, the Levenberg-Marquardt Method, the Simplex method, the NSGA II algorithm and a hybrid approach based on the NSGA II and Levenberg-Marquardt Method sequence. The models are used to estimate the heat transfer coefficient in 2D axis symmetrical case during transient heat transfer. The performance of the optimization methods is demonstrated using numerical experiments.
Keywords :
conjugate gradient methods; genetic algorithms; heat conduction; heat treatment; Levenberg-Marquardt method; conjugate gradient method; heat transfer phenomena; heat treatment processes; hybrid NSGA II; inverse heat conduction problems; optimization; simplex method; Boundary conditions; Cooling; Heat transfer; Mathematical model; Optimization; Surface treatment; Temperature measurement; NSGAII; hybrid approach; inverse heat transfer problem; optimization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location :
San Diego, CA
Type :
conf
DOI :
10.1109/SMC.2014.6974539
Filename :
6974539
Link To Document :
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