Title :
Approximation of thermal boundary conditions as functions of temperature and local coordinates obtained during immersion quenching
Author_Institution :
John von Neumann Fac. of Inf., Obuda Univ., Budapest, Hungary
Abstract :
The calculation 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 four different optimization methods (Conjugate Gradient Method, the Levenberg-Marquardt Method, the Simplex method and the NSGAII algorithm) is investigated. 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 transfer; quenching (thermal); Levenberg-Marquardt method; NSGAII algorithm; conjugate gradient method; heat treatment processes; immersion quenching; nondominated sorting genetic algorithm; optimization; simplex method; thermal boundary condition approximation; transient heat transfer coefficient; Boundary conditions; Genetic algorithms; Heat transfer; Heating; Optimization methods; Temperature measurement;
Conference_Titel :
Logistics and Industrial Informatics (LINDI), 2012 4th IEEE International Symposium on
Conference_Location :
Smolenice
Print_ISBN :
978-1-4673-4520-0
Electronic_ISBN :
978-1-4673-4518-7
DOI :
10.1109/LINDI.2012.6319488