DocumentCode :
506617
Title :
Technologic parameter multi-objective optimization of gas quenching process using grey improved absolute degree of grey incidence method
Author :
Xiao, WeiYue ; Zeng, Bin ; Luo, Youxin
Author_Institution :
Coll. of Mech. Eng., Hunan Univ. of Arts & Sci., Changde, China
Volume :
1
fYear :
2009
fDate :
20-22 Nov. 2009
Firstpage :
8
Lastpage :
12
Abstract :
Axis-symmetric component is regarded as the research objective in this paper. Based on a model of phase heat transfer coefficient and a Box-Behnken experiment with five factors and three levels, the experiment results are fitted by stepwise regression method and response surface methodology. The response surface formulas are established, that fitted deformation degree, average equivalent residual stress of surface, standard deviation of equivalent residual stress, average surface hardness and standard deviation of surface hardness. And, the four response surface formulas are taken as the objectives and multi-optimization mathematical model is built. Based on improved grey absolute incidence, hybrid discrete multi-optimization with equal probability chaotic genetic algorithm is put forward and the program is compiled. After optimization five items of evaluation objectives are improved. The quenching quality using technical parameters after optimization is much better than before optimization.
Keywords :
axial symmetry; chaos; genetic algorithms; grey systems; internal stresses; process heating; quenching (thermal); regression analysis; response surface methodology; Box-Behnken experiment; axis symmetric component; equivalent residual stress standard deviation; gas quenching process; grey absolute incidence; grey improved absolute degree; grey incidence method; hybrid discrete multi-optimization; multi-optimization mathematical model; phase heat transfer coefficient; probability chaotic genetic algorithm; response surface methodology; stepwise regression method; surface average equivalent residual stress; surface hardness standard deviation; technologic parameter multi-objective optimization; Art; Capacitive sensors; Educational institutions; Heat transfer; Mechanical engineering; Optimization methods; Residual stresses; Response surface methodology; Surface fitting; Temperature; Absolute Degree of Grey Incidence; Gas quenching; Grey Systems; High Dimensional Multiple Objective; Technological parameter;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Computing and Intelligent Systems, 2009. ICIS 2009. IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-4754-1
Electronic_ISBN :
978-1-4244-4738-1
Type :
conf
DOI :
10.1109/ICICISYS.2009.5357945
Filename :
5357945
Link To Document :
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