Design of neural model for analysing journal bearings considering effects of transverse and longitudinal profile

Industrial Lubrication and Tribology

Volumn 61, Issue 3, 2009, Pages 132-139

  Sinanoĝlu, Cem ^a  

^a ERCIYES UNIVERSITY   (Turkey)

Author keywords

Bearings; Lubrication; Neural nets; Surface properties of materials

Indexed keywords

ARTIFICIAL NEURAL NETWORK; BEARINGS; DESIGN/METHODOLOGY/APPROACH; EXPERIMENTAL DATA; EXPERIMENTAL MODELS; HYDRODYNAMIC LUBRICATION; JOURNAL BEARING SYSTEMS; LOAD-CARRIAGE CAPACITY; LONGITUDINAL PROFILE; NEURAL MODELS; NEURAL NET; NEURAL NETS; NEURAL NETWORK PREDICTOR; NEURAL NETWORK STRUCTURES; PERFORMANCE CHARACTERISTICS; PRESSURE VARIATIONS; PROPAGATION ALGORITHM; SHAFT SURFACES; SURFACE PROPERTIES OF MATERIALS; TRAINING AND TESTING; TRANSVERSE PROFILE;

BACKPROPAGATION; FLUID DYNAMICS; JOURNAL BEARINGS; LUBRICATION; MINING; NEURAL NETWORKS; TRACE ANALYSIS;

SURFACE PROPERTIES;

EID: 67649099706     PISSN: 00368792     EISSN: None     Source Type: Journal    
DOI: 10.1108/00368790910953640     Document Type: Article

References (14)

1. Canbulut, F., Sinanoǧlu, C. and Yildirim, Ş. (2004), "Analysis of effects of sizes of orifice and pockets on the rigidity of hydrostatic bearing using neural network predictor system", KSME International Journal, Vol. 18, pp. 432-42.
2. Etsion, I., Kligerman, Y. and Halperin, G. (1999), "Analytical and experimental investigation of laser-textured mechanical seal faces", STLE Tribology Transactions, Vol. 42, pp. 511-16.
3. Hamilton, D.B., Walowit, J.A. and Allen, C.M. (1966), "A theory of lubrication by micro-irregularities", Transactions of ASME Journal of Basic Engineering, Vol. 88 No. 1, pp. 177-85.
4. Lebeck, A.O. (1987), "Parallel sliding load support in the mixed friction regime. Part II: Evaluation of the mechanisms", Transactions of ASME Journal of Tribology, Vol. 109 No. 1, pp. 196-205.
5. Lo, S.W. and Horng, T.C. (1999), "Lubricant permeation from micro oil pits under intimate contact condition", Transactions of ASME Journal of Tribology, Vol. 121 No. 10, pp. 633-8.
6. Ludwig, L.P. and Greiner, H.F. (1978), "Designing mechanical face seals for improved performance. Part II: Lubrication", Mechanical Engineering, Vol. 100 No. 12, pp. 18-23.
7. Pettersson, U. and Jacobson, S. (2003), "Influence of surface texture on boundary lubricated sliding contacts", Tribology International, Vol. 36, pp. 857-64.
8. Rasheed, H.E. (1998), "Effect of surface waviness on the hydrodynamic lubrication of a plain cylindrical sliding element bearing", Wear, Vol. 223, pp. 1-6.
9. Sinanoǧlu, C. (2005), "The analysis of the effects of surface texture on the capability of load carriage of journal bearings using neural network", Industrial Lubrication and Tribology, Vol. 57, pp. 28-40.
10. Sinanoǧlu, C. (2006), "A neural predictor to analyse the effects of metal matrix composite structure (6063 Al/SiCp MMC) on journal bearing", Industrial Lubrication and Tribology, Vol. 58, pp. 95-109.
11. Sinanoglu, C., Kurban, A.O. and Yildirim, S. (2004), "Analysis of pressure variations on journal bearing system using artificial neural network", Industrial Lubrication and Tribology, Vol. 56, pp. 74-87.
12. Suh, N.P., Mosleh, M. and Howard, P.S. (1994), "Control of friction", Wear, Vol. 175, pp. 151-8.
13. Tian, H., Saka, N. and Suh, N.P. (1989), "Boundary lubrication studies on undulated titanium surfaces", STLE Tribology Transactions, Vol. 32, pp. 289-96.
14. Wang, X., Kato, K., Adachi, K. and Aizawa, K. (2003), "Loads carrying capacity map for the surface texture design of SiC thrust bearing sliding in water", Tribology International, Vol. 36, pp. 189-97.