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