Wear particle analysis - Utilization of quantitative computer image analysis: A review

Tribology International

Volumn 38, Issue 10, 2005, Pages 871-878

  Raadnui, Surapol ^a  

^a KING MONGKUT'S UNIVERSITY OF TECHNOLOGY NORTH BANGKOK   (Thailand)

Author keywords

Image analysis; Wear debris; Wear particle

Indexed keywords

CHEMICAL ANALYSIS; COMPUTER AIDED ANALYSIS; DEBRIS; FAILURE (MECHANICAL); IMAGE ANALYSIS; MORPHOLOGY;

PROGNOSIS; QUANTITATIVE COMPUTER IMAGE ANALYSIS; WEAR DEBRIS; WEAR PARTICLES;

WEAR OF MATERIALS;

EID: 23844532280     PISSN: 0301679X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.triboint.2005.03.013     Document Type: Article

References (56)

1. B.J. Roylance, and T.M. Hunt The wear debris analysis handbook 1999 Coxmoor Publishing Company Oxford, UK
2. T.M. Hunt Handbook of wear debris analysis and particle detection in liquids 1993 Elsevier Essex, England
3. S. Odi-Owei, A.L. Price, and B.J. Roylance An assessment of Quantimet as an aid in the analysis of wear debris in ferrography Wear 40 1976 237 253
4. A.L. Price, and B.J. Roylance Image analysis and other metallographic techniques as an aid to machinery health monitoring Microstruct Sci 9 1981 123 136
5. B.J. Roylance, and G. Pocock Wear studies through particle size distribution I: application of the Weibull distribution to ferrography Wear 90 1983 113 136
6. B.J. Roylance, and G. Pocock Wear studies through particle size distribution II: multiple field analysis in ferrography Wear 90 1983 137 147
7. Roylance BJ, Jones MH, Price AL. Quantitative analysis in ferrography, Institute of Mechanical Engineers (IMechE) Conference Proceedings, London, UK; 1987. p. 69-83.
8. A. Beerbower Wear rate prognosis through particle size distribution ASLE Trans 24 3 1981 285 292
9. K. Nakayama, and J. Okamoto Wear particle distribution and its relation to the wear transition under boundary lubrication Wear 70 1981 125 129
10. A.D. Sarkar The role of wear debris in the study of wear Wear 90 1983 39 47
11. H.S. Ahn, E.S. Yoon, D.G. Sohn, O.K. Kwon, K.S. Shin, and C.H. Nam Practical contaminant analysis of lubricating oil in a steam turbine-generator Tribology Int 29 2 1996 161 168
12. E.F. Finkin The wear of copper, aluminum, mild steel and zinc, and their wear particle shape factors ASLE Trans 7 1964 377 382
13. P.A. Swanson, and A.F. Vetter The measurement of abrasive particle shape and its effect on wear ASLE Trans 28 1985 225 230
14. S. Bahadur, and R. Badruddin Erodent particle characterization and the effect of particle size and shape on erosion Wear 138 1990 189 208
15. S. Palasamudram, and S. Bahadur Particle characterization for angularity and the effects of particle size and angularity on erosion in a fluidized bed environment Wear 203-204 1997 455 463
16. W. Uedelhoven, W. Franzl, and J. Guttenberger The use of automated image analysis for the study of wear particles in oil-lubricated tribological systems Wear 142 1991 107 113
17. Z. Jin, and H. Shao Computer image analysis of abrasion debris Wear 154 1992 1 10
18. A. Umeda, J. Sugimura, and Y. Yamamoto Characterization of wear particles and their relations with sliding conditions Wear 216 1998 220 228
19. J.K. Beddow, S.-T. Fong, and A.F. Vetter Morphological analysis of metallic wear debris Wear 58 1980 201 211
20. A.D.H. Thomas, T. Davies, and A.R. Luxmoore Computer image analysis for identification of wear particles Wear 142 1991 213 226
21. B.J. Roylance, I.A. Albidewi, M.S. Laghari, A.R. Luxmoore, and F. Deravi Computer-aided vision engineering (CAVE) - quantification of wear particle morphology J Lubr Eng 1994 111 116
22. B.J. Roylance, and S. Raadnui The morphological attributes of wear particles - their role in identifying wear mechanisms Wear 175 1995 115 121
23. S. Raadnui, and B.J. Roylance The classification of wear particle shape Lubr Eng 51 5 1995 432 437
24. T.B. Kirk, and G.W. Stachowiak Development of fractal morphological descriptors for a computer image analysis system The Institute of Engineers, Australia Tribology Conference 1990 104 109
25. T.B. Kirk, G.W. Stachowiak, and A.W. Batchelor Fractal parameters and computer image analysis applied to wear particles isolated by ferrography Wear 145 1991 347 365
26. G.W. Stachowiak, T.B. Kirk, and G.B. Stachowiak Ferrography and fractal analysis of contamination particles in unused lubricating oils Tribology Int 1991 329 334
27. P. Podsiadlo, M. Kuster, and G.W. Stachowiak Numerical analysis of wear particles from non-arthritic and osteoarthritic human knee joints Wear 210 1997 318 325
28. P. Podsiadlo, and G.W. Stachowiak Evaluation of boundary fractal methods for the characterization of wear particles Wear 217 1998 24 34
29. G.W. Stachowiak Numerical characterization of wear particles morphology and angularity of particles and surfaces Tribology Int 31 1-3 1998 139 157
30. M.Q. Zhang, Z.P. Lu, and K. Friedrich On the wear debris of polyetheretherketone: fractal dimensions in relation to wear mechanisms Tribology Int 30 2 1997 87 102
31. G. Shirong, C. Guoan, and Z. Xiaoyun Fractal characterization of wear particle accumulation in the wear process Wear 251 2001 1227 1233
32. C.Q. Yuan, J. Li, X.P. Yan, and Z. Peng The use of the fractal description to characterize engineering surfaces and wear particles Wear 255 2003 315 326
33. G.W. Stachowiak, and P. Podsiadlo Surface characterization of wear particles Wear 225-229 1999 1171 1185
34. M.G. Hamblin, and G.W. Stachowiak Characterisation of surface abrasivity and its relation to two-body abrasive wear Wear 206 1997 69 75
35. P. Podsiadlo, and G.W. Stachowiak 3-D imaging of surface topography of wear particles found in synovial joints Wear 230 1999 184 193
36. P. Podsiadlo, and G.W. Stachowiak Scale-invariant analysis of wear particle morphology - a preliminary study Tribology Int 33 2000 289 295
37. P. Podsiadlo, and G.W. Stachowiak Scale-invariant analysis of wear particle surface morphology I: theoretical background, computer implementation and technique testing Wear 242 2000 160 179
38. P. Podsiadlo, and G.W. Stachowiak Scale-invariant analysis of wear particle surface morphology II: fractal dimension Wear 242 2000 180 188
39. P. Podsiadlo, and G.W. Stachowiak Scale-invariant analysis of wear particle surface morphology III: pattern recognition Wear 242 2000 189 201
40. Z. Peng, and T.B. Kirk Wear particle classification in a fuzzy grey system Wear 225-229 1999 1238 1247
41. Z. Peng, and T.B. Kirk Two-dimensional fast Fourier transform and power spectrum for wear particle analysis Tribology Int 30 8 1997 583 590
42. Z. Peng, T.B. Kirk, and Z.L. Xu The development of three-dimensional imaging techniques of wear particle analysis Wear 203-204 1997 418 424
43. Z. Peng, and T.B. Kirk Computer image analysis of wear particles in three-dimensions for machine condition monitoring Wear 223 1998 157 166
44. K.K. Yeung, A.J. McKenzie, D. Liew, and G.A. Luoma Development of computer-aided image analysis for filter debris analysis Lubr Eng 50 4 1994 293 299
45. N.K. Myshkin, H. Kong, A.Y. Grigoriev, and E.S. Yoon The use of colour in wear debris analysis Wear 251 2001 1218 1226
46. B.J. Roylance, I.A. Albidewi, A.L. Price, and A.R. Luxmoore The development of a computer-aided systematic particle analysis procedure - CASPA Lubr Eng 48 12 1992 940 946
47. R.P. Roberge, C.G. Selkirk, and G.F. Fisher Developing an expert system assistant for filter debris analysis J Lubr Eng 1994 678 683
48. N.K. Myshkin, O.K. Kwon, A.Y. Grigoriev, and H. Kong Classification of wear debris using neural network Wear 203-204 1997 658 662
49. K. Xu, and A.R. Luxmoore An integrated system for automatic wear particle analysis Wear 208 1997 184 193
50. K. Xu, A.R. Luxmoore, L.M. Jones, and F. Deravi Integration of neural networks and expert systems for microscopic wear particle analysis Knowledge-Based Syst 11 1998 213 227
51. J.R. Mahon, M.D. Duncan, L.L. Tankersley, A. Schultz, V.C. Chen, and D.J. Koner Optical oil debris monitoring M.H. Jones Proceedings of the condition monitoring 1994 Pineridge Press Swansea, UK 335 343
52. Reintjes J, Mahon R, Duncan MD, McClelland TL, Tankersley LL, Schultz A. et al. LASERNET optical debris monitor. Proceedings of a joint international conference. Mobile, AL, USA, April 20-24; 1998. p. 110-6.
53. Tucker JE, Reintjes J, Duncan MD, McClelland TL, Tankersley LL, Schultz A, et al. LASERNET FINES Optical debris monitor. Proceedings of a joint international conference. Mobile, AL, USA, April 20-24; 1998, p. 117-24.
54. Howard PL, Reintjes J, Roylance BJ, Schultz A. New dimensions in oil debris analysis - the automated, real time, on line analysis of debris particle shape. Proceedings of a joint international conference. Mobile, AL, USA, April 20-24; 1998. p. 146-55.
55. Barraclough TG, Lukas M, Anderson DP. Comparison of wear and contaminant particle analysis techniques in an engine test cell run to failure, www.spectroinc.com.
56. Roylance BJ, Sperring TP, Price ED, Lees AW, Friswell MI, Reintjes J, et al. Sensor fusion in the early wear regime for condition-based maintenance Symposium, condition-based maintenance for highly engineered systems Pisa 25th-27th September 2000.