Optimization of Milling Parameters Employing Desirability Functions

被引：0

作者：

Ribeiro, J. L. S. ^{[1
]}

Campos Rubio, J. C. ^{[2
]}

Abrao, A. M. ^{[2
]}

机构：

[1] Pontif Catholic Univ Minas, Polytech Inst, Dept Mechatron Engn, Av Dom Jose Gaspar 500, BR-30535610 Belo Horizonte, MG, Brazil

[2] Univ Fed Minas Gerais, Dept Engn Mech, BR-31270901 Belo Horizonte, MG, Brazil

来源：

INTERNATIONAL CONFERENCE ON ADVANCES IN MATERIALS AND PROCESSING TECHNOLOGIES, PTS ONE AND TWO | 2010年 / 1315卷

关键词：

Milling; hardened steel; coated carbide; cermet; optimization; NEURAL-NETWORK; QUALITY;

D O I：

暂无

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

The principal aim of this paper is to investigate the influence of tool material (one cermet and two coated carbide grades), cutting speed and feed rate on the machinability of hardened AISI H13 hot work steel, in order to identify the cutting conditions which lead to optimal performance. A multiple response optimization procedure based on tool life, surface roughness, milling forces and the machining time (required to produce a sample cavity) was employed. The results indicated that the TiCN-TiN coated carbide and cermet presented similar results concerning the global optimum values for cutting speed and feed rate per tooth, outperforming the TiN-TiCN-Al2O3 coated carbide tool.

引用

页码：1077 / +

页数：2

共 11 条

[1] Optimization of multiple quality characteristics for CNC turning under cryogenic cutting environment using desirability function
Aggarwal, Aman
Singh, Hari
Kumar, Pradeep
Singh, Manmohan
[J]. JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2008, 205 (1-3) : 42 - 50
[2] [Anonymous], 1989, 86881 ISO
[3] Diniz A. E., 2004, J. Braz. Soc. Mech. Sci. & Eng., V26, P17
[4] Optimization of CNC ball end milling: a neural network-based model
El-Mounayri, H
Kishawy, H
Briceno, J
[J]. JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2005, 166 (01) : 50 - 62
[5] Comparison of response surface model with neural network in determining the surface quality of moulded parts
Erzurumlu, Tuncay
Oktem, Hasan
[J]. MATERIALS & DESIGN, 2007, 28 (02) : 459 - 465
[6] Application of Taguchi method in the optimization of end milling parameters
Ghani, JA
Choudhury, IA
Hassan, HH
[J]. JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2004, 145 (01) : 84 - 92
[7] Optimal process design of two-stage multiple responses grinding processes using desirability functions and metaheuristic technique
Mukherjee, Indrajit
Ray, Pradip Kumar
[J]. APPLIED SOFT COMPUTING, 2008, 8 (01) : 402 - 421
[8] Application of response surface methodology in the optimization of cutting conditions for surface roughness
Öktem, H
Erzurumlu, T
Kurtaran, H
[J]. JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2005, 170 (1-2) : 11 - 16
[9] Dynamic multi-objective optimisation for machining gradient materials
Roy, R.
Mehnen, J.
[J]. CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2008, 57 (01) : 429 - 432
[10] Design, evaluation and optimisation of cutter path strategies when high speed machining hardened mould and die materials
Toh, CK
[J]. MATERIALS & DESIGN, 2005, 26 (06) : 517 - 533

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