Experimental and prediction of sintered Cu-W composite by using artificial neural networks

Materials and Design

Volumn 45, Issue , 2013, Pages 323-335

  Vettivel, S C ^a   Selvakumar, N ^b   Leema, N ^c  

^a PET Engineering College   (India)

^b MEPCO SCHLENK ENGINEERING COLLEGE   (India)

^c ANNA UNIVERSITY   (India)

Author keywords

[No Author keywords available]

Indexed keywords

FORECASTING; MECHANICAL ALLOYING; NEURAL NETWORKS; PREFORMING; REGRESSION ANALYSIS; SCANNING ELECTRON MICROSCOPY; TRIBOLOGY; TUNGSTEN; X RAY DIFFRACTION;

COEFFICIENT OF FRICTIONS; ELECTRIC MUFFLE FURNACES; EXPERIMENTAL VALUES; HIGH-ENERGY MECHANICAL MILLING; MEASURED PARAMETERS; MULTIPLE MATERIALS; NEURAL NETWORK MODEL; REGRESSION POLYNOMIALS; SCANNING ELECTRON MICROSCOPE; SINTERING TEMPERATURES; SIZE REDUCTIONS; SLIDING DISTANCES; TRIBOLOGICAL BEHAVIORS; TRIBOLOGICAL CHARACTERISTICS; WEAR RATES; WEIGHT PERCENTAGES;

SINTERING;

EID: 84867822430     PISSN: 02613069     EISSN: 18734197     Source Type: Journal    
DOI: 10.1016/j.matdes.2012.08.056     Document Type: Article

References (29)

1. Yang Lin, Ran Liping, Yi Maozhong Carbon fiber knitted fabric reinforced copper composite for sliding contact material. Mater Des 2011, 32(4):2365-2369.
2. Introduction to application - composites-21. ASTM Handbook; 2001. p. 2322.
3. Schereiner H. Powder metallurgy production of Ag-MeO shaped contact pieces of internally oxidized alloy power for switchgear in powder engineering. Int J Powder Metall 1980, 12(1):16-20.
4. Aslanoglu Z., Karakas Y., Ovecoglu M.L. Switching performance of W-Ag electrical contacts fabricated by mechanical alloying. Int J Powder Metall 2000, 36(8):35-65.
5. 3 copper alloy matrix composites. Powder Metall 1998, 41(1):59-63.
6. Subramaniam PR, Laughlin DE. Phase diagrams of binary tungsten alloys. Indian Institute of Metals Calcutta; 1991. p. 76-79.
7. Bedir Fevzi Characteristic properties of Al-Cu-SiCp and Al-Cu-B4Cp composites produced by hot pressing method under nitrogen atmosphere. Mater Des 2007, 28:1238-1244.
8. 3 composites made by powder metallurgy. J Mater Process Technol 2009, 209:5387-5393.
9. German R.M. Powder metallurgy of iron and steel 1998, Wiley, USA.
10. 3 reinforced Al matrix composites. J Mater Process Technol 2003, 142:738-743.
11. Mordike B.L., Kaczmar J., Kielbinski M., Kainer K.U. Effect of tungsten content on the properties and structure of cold extruded Cu-W composite materials. Int J Powder Metall 1991, 23(2):91-95.
12. Maji Poulami, Dube R.K., Basu Bikramjit Enhancement of wear resistance of copper with tungsten addition (less than 20wt.%) by powder metallurgy route. J Tribol 2009, 131:1-9.
13. Selvakumar N., Narayanasamy R. Deformation behavior of cold upset forming of sintered Al-Fe composite preforms. J Eng Mater Technol 2005, 127:251-256.
14. NasimulAlam Syed Characterisation of tungsten nanoparticles prepared by mechanical alloying. Micro Anal 2007, 21:13-14.
15. Jiang Zhenyu, Zhang Zhong, Friedrich Klaus Prediction on wear properties of polymer composites with artificial neural networks. Compos Sci Technol 2007, 67:168-176.
16. Lee J.A., Almond D.P., Harris B. The use of neural networks for the prediction of fatigue lives of composite materials. Composites: Part A 1999, 30:1159-1169.
17. Selvakumar N., Radha P., Narayanasamy R., Joseph Davidson M. Prediction of deformation characteristics of sintered aluminum preforms using neural networks. Modell Simul Mater Sci Eng 2004, 12:611-620.
18. 2 synergistic reinforced polytetrafluoro ethylene composites with artificial neural networks. Mater Des 2009, 30:1042-1049.
19. 3 composite produced by mechanical alloying method. Mater Des 2006, 27(8):684-688.
20. MPIF standard 42. Determination of density of compacted or sintered metal powder products. Metal Powder Industries Federation; 1977.
21. ASTM B 328. Standard test method for density and interconnected porosity of sintered metal powder structural parts and oil impregnated bearings. American Society for Testing and Materials. Philadelphia (PA): ASM, International; 1983. p. 1799.
22. Narayanasamy R., Ponalagusamy R., Subramanian K.R. Generalized yield criteria of porus sintered powder metallurgy metals. J Mater Process Technol 2001, 110:182-185.
23. Selvakumar N., Mohan Raj A.P., Narayanasamy R. Experimental investigation on workability and strain hardening behaviour of Fe-C-0.5Mn sintered composites. Mater Des 2012, 41:349-357.
24. 2 nanocrystals via a hydrothermal process. J Mater Sci Technol 2012, 28(1):15-20.
25. ASTM G99-05 (reapproved 2010). Standard test method for wear testing with a pin-on-disk apparatus. American Society for Testing and Materials Edition; 2010.
26. Li Shi-Bo, Xie Jian-Sin Processing and microstructure of functionally graded W/Cu composites fabricated by multi-billet extrusion using mechanically alloyed powders. Compos Sci Technol 2006, 66:2329-2336.
27. Sumathi M., Selvakumar N., Narayanasamy R. Workability studies on sintered Cu-10SiC preforms during cold axial upsetting. Mater Des 2012, 39:1-8.
28. Lim C.Y.H., Lim S.C., Gupta M. Wear behaviour of SiCp reinforced magnesium metal matrix composites. Wear 2003, 255:629-637.
29. Anbuselvan S., Ramanathan S. Dry sliding wear behaviour of as-cast ZE41A magnesium alloy. Mater Des 2010, 31:1930-1936.