The Multi-objective Optimization for the SLS Process Parameters Based on Analytic Hierarchy Process
The forming process parameters of Selective Laser
Sintering(SLS) directly affect the forming efficiency and forming
quality. Therefore, to determine reasonable process parameters is
particularly important. In this paper, the weight of each target of the
forming quality and efficiency is firstly calculated with the Analytic
Hierarchy Process. And then the size of each target is measured by
orthogonal experiment. Finally, the sum of the product of each target
with the weight is compared to the process parameters in each group
and obtained the optimal molding process parameters.
[1] Zheng Jianping; Cheng Rong; Wu Xiaoyu; Zhao Hang. The optimization
design of process parameters for Selective laser sintering on the effect of
the mold accuracy of casting sand. Mould industry, 2010, 36 (5): 16-19
[2] Zhang Jianmei; Yun Jieping. The optimization design for the process
parameter of SLS using composite resin base material. Journal of
Changzhou Institute of Technology. 2008, 21 (1): 7-10
[3] Xiao Junjie, Wang Pengcheng and et al.. The application research on
DSPC method based on S LS technology. Mechanical design, 2006.8
[4] Yang Baoan Zhang Kejing. Multi-objective decision analysis, Donghua
University press, 2008.5
[5] Zhao Mao Yu. Xue Kemin Li Ping. The process parameters optimization
of multi objective quality for covering parts forming, Journal of
mechanical engineering 2009.8
[6] Nikhil Padhye, and Kalyanmoy Deb Evolutionary multi-objective
optimization and decision making for selective laser sintering.
Proceedings of the 12th Annual Genetic and Evolutionary Computation
Conference, GECCO ÔÇÿ10, p 1259-1266, 2010
[7] Strano, G. Hao, L.; Everson, R.M.; Evans, K.E. Multi-objective
optimization of selective laser sintering processes for surface quality and
energy saving. Proceedings of the Institution of Mechanical Engineers,
Part B: Journal of Engineering Manufacture, v 225, n 9, p 1673-1682,
September 2011
[8] J-P.Kruth,et,al. Binding mechanicsms in selective laser sintering and
selective laser melting. Rapid Prototyping Journal. 2005, 11(1) :
26-36.
[1] Zheng Jianping; Cheng Rong; Wu Xiaoyu; Zhao Hang. The optimization
design of process parameters for Selective laser sintering on the effect of
the mold accuracy of casting sand. Mould industry, 2010, 36 (5): 16-19
[2] Zhang Jianmei; Yun Jieping. The optimization design for the process
parameter of SLS using composite resin base material. Journal of
Changzhou Institute of Technology. 2008, 21 (1): 7-10
[3] Xiao Junjie, Wang Pengcheng and et al.. The application research on
DSPC method based on S LS technology. Mechanical design, 2006.8
[4] Yang Baoan Zhang Kejing. Multi-objective decision analysis, Donghua
University press, 2008.5
[5] Zhao Mao Yu. Xue Kemin Li Ping. The process parameters optimization
of multi objective quality for covering parts forming, Journal of
mechanical engineering 2009.8
[6] Nikhil Padhye, and Kalyanmoy Deb Evolutionary multi-objective
optimization and decision making for selective laser sintering.
Proceedings of the 12th Annual Genetic and Evolutionary Computation
Conference, GECCO ÔÇÿ10, p 1259-1266, 2010
[7] Strano, G. Hao, L.; Everson, R.M.; Evans, K.E. Multi-objective
optimization of selective laser sintering processes for surface quality and
energy saving. Proceedings of the Institution of Mechanical Engineers,
Part B: Journal of Engineering Manufacture, v 225, n 9, p 1673-1682,
September 2011
[8] J-P.Kruth,et,al. Binding mechanicsms in selective laser sintering and
selective laser melting. Rapid Prototyping Journal. 2005, 11(1) :
26-36.
@article{"International Journal of Mechanical, Industrial and Aerospace Sciences:50770", author = "Yang Laixia and Deng Jun and Li Dichen and Bai Yang", title = "The Multi-objective Optimization for the SLS Process Parameters Based on Analytic Hierarchy Process", abstract = "The forming process parameters of Selective Laser
Sintering(SLS) directly affect the forming efficiency and forming
quality. Therefore, to determine reasonable process parameters is
particularly important. In this paper, the weight of each target of the
forming quality and efficiency is firstly calculated with the Analytic
Hierarchy Process. And then the size of each target is measured by
orthogonal experiment. Finally, the sum of the product of each target
with the weight is compared to the process parameters in each group
and obtained the optimal molding process parameters.", keywords = "Analytic Hierarchy Process, Multi-objective
optimization, Orthogonal test, Selective Laser Sintering", volume = "6", number = "7", pages = "1130-4", }