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Journal of Tribology | Volume 135 | Issue 1 | in-brief
Technical Briefs

Characteristics of Cavitation Erosion Using Image Processing Techniques

[+] Author and Article Information
F. A. Alturki

Electrical Engineering Department,
King Saud University,
Majmaah University,
Saudi Arabia
e-mail: falturki@ksu.edu.sa

A. Abouel-Kasem

Faculty of Eng.-Rabigh,
Mechanical Eng. Dept.
King Abdulaziz University,
P.O. Box 344 Rabigh 21911,
Saudi Arabia;
Department of Mechanical Engineering,
Assiut University,
Assiut71516, Egypt
e-mail: abouelkasem@yahoo.com

S. M. Ahmed

Faculty of Engineering,
Mechanical Engineering Department,
Majmaah University,
Saudi Arabia
e-mail: shemy2007@yahoo.com

Contributed by Tribology Division of ASME for publication in the JOURNAL OF TRIBOLOGY. Manuscript received April 13, 2012; final manuscript received September 1, 2012; published online December 20, 2012. Assoc. Editor: Robert L. Jackson.

J. Tribol 135(1), 014502 (Dec 20, 2012) (7 pages) Paper No: TRIB-12-1056; doi: 10.1115/1.4007575 History: Received April 13, 2012; Revised September 01, 2012
Article
References
Figures
Tables
Citing Articles

This paper deals with the analysis of eroded surfaces obtained from cavitation-erosion experiments on stainless steel in water and oil-in-water (o/w) emulsions using image processing. Two analysis techniques that are very promising in this respect are the wavelet decomposition transform and fractals. These can be used to extract parameters that characterize the cavitation intensity in a similar manner to that of the mean depth of erosion (MDP). The extracted parameters are the wavelet energy and entropy as well as the fractal dimension. Both of the image feature parameters and the MDP decrease with adding oil to water. Also, it was found that the variation of image feature parameters versus concentration of oil-in-water emulsions has a general trend that does not depend on magnification factor. The cavitation erosion behavior and mechanism for water and o/w emulsions were analyzed and it was found that the predominant failure mode was fatigue for water and o/w emulsions. The results show that a corrosive effect appears at 5 and 10 wt% o/w emulsions.
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References

1
Knapp, R. T., Daily, J. W., and Hammitt, F. G., 1970, Cavitation, McGraw-Hill, New York.
2
Hammitt, F. G., 1979, “Cavitation Erosion: The State of The Art and Predicting Capability,” Appl. Mech. Rev., 32( 6 ), pp. 665–675.
3
Jantunen, E., Jokinen, H., and Milne, R., 1996, “Flexible Expert System for Automated On- Line Diagnosis of Tool Condition,” Proceedings of a Joint Conference, Technology Showcase, Integrated Monitoring, Diagnostics & Failure Prevention,” MFPT 50th Meeting, Joint Oil Analysis Program Technical Support Center, University of Wales, Ed. H.C. Pusey & S.C. Pusey, Mobile, Alabama, pp. 259–268.
4
Choi, K.Y., Grigoriev, A. Ya., and Myshkin, N. K., 2002, “Analysis of Tribochemical Surface Damage by Image Processing (Analysis of Tribochemical Damages),” Tribol., 13(2), pp. 125–129. [CrossRef]
5
Abouel-Kasem, A., Alturki, F. A., and Ahmed, S. M., 2011, “Fractal Analysis of Cavitation Eroded Surface in Dilute Emulsions,” Trans. ASME, J. Tribol., 133, p. 041403. [CrossRef]
6
Jiang, D., Chen, C., Zhang, T., and Chen, Y., 2009, “Detection of Cavitations Erosion Based on Image Processing,” J. Sichuan Univ. Eng. Sci. Ed., pp. 06–008. Available at CNKI:SUN:SCLH.0.2009-06-008
7
Jiang, D., Chen, C., Zhang, T., and WU, C., 2009, “Quantitative Analysis of Cavitation Erosion Based on Image Processing,” Trans. Chinese Soc. Agri. Mach., pp. 06–016. Available at CNKI:SUN:NYJX.0.2009-06-016
8
Preece, C. M., and Hansson, I. L. H., 1981, “A Metallurgical Approach to Cavitation Erosion,” Advances in the Mechanics and Physics of Surfaces, Latanision, R. M., and Courtel, R. J., eds., Harwood Academic Publishers, Chur, Switzerland, pp. 199–253.
9
Ahmed, S. M., Hokkirigawa, K., Oba, R., and Kikuchi, K., 1992, “SEM Observation of Vibratory Cavitation Fracture–Mode During the Incubation Period and the Small Roughness Effect,” JSME Int. J., 34(3), pp. 298–303.
10
Ahmed, S. M., Hokkirigawa, K., and Oba, R., 1994, “Fatigue Failure of SUS 304 Caused by Vibratory Cavitation Erosion,” Wear, 177, pp. 129–137. [CrossRef]
11
Ahmed, S. M., 1998, “Investigation of the Temperature Effects on Induced Impact Pressure and Cavitation Erosion,” Wear, 218, pp. 119–127. [CrossRef]
12
Abouel-Kasem, A., and Ahmed, S. M., 2008, “Cavitation Erosion Mechanism Based on Analysis of Erosion Particles,” Trans. ASME, J. Tribol., 130, p. 031601. [CrossRef]
13
Abouel-Kasem, A., Emara, K. M., and Ahmed, S. M., 2009, “Characterizing Cavitation Erosion Particles by Analysis of SEM Image,” Tribol. Int., 42, pp. 130–136. [CrossRef]
14
Abouel-Kasem, A., Baha, S., and Ahmed, S. M., 2008, “Quantitative Analysis of Cavitation Erosion Particle Morphology in Dilute Emulsions,” Trans. ASME, J. Tribol., 130, p. 041603. [CrossRef]
15
Abouel-Kasem, A., Ezz El-Deen, A., Emara, K. M., and Ahmed, S. M., 2009, “Investigation Into Cavitation Erosion Pits,” Trans. ASME, J. Tribol., 132, p. 031605. [CrossRef]
16
Vaidya, S., and Preece, C. M., 1978, “Cavitation Erosion of Age-Hardenable-Aluminum Alloys,” Metall. Trans. A, 9A, pp. 299–307. [CrossRef]
17
Wade, E. H. R., and Preece, C. M., 1978, “Cavitation Erosion of Iron and Steel,” Metall. Trans. A, 9A, pp. 1299–1310. [CrossRef]
18
Bedkowski, W., Gasiak, G., Lachowicz, C., Lichtarowicz, A., Lagoda, T., and Macha, E., 1999, “Relations between Cavitation Erosion Resistance of Materials and Their Fatigue Strength under Random Loading,” Wear, 230, pp. 201–209. [CrossRef]
19
Richman, R. H., and McNaughton, W. P., 1990, “Correlation of Cavitation Erosion Behavior With Mechanical Properties of Metals,” Wear, 140, pp. 63–82. [CrossRef]
20
James, R. P., and Charles, R. P., 1985, Petroleum Spills, Vol. 3, Lewis Publishers, Chelsea, MI.
21
Chen, G., and Tao, D., 2005, “An Experimental Study of Stability of Oil–Water Emulsion,” Fuel Process. Tech., 86, pp. 499–506. [CrossRef]
22
Hodges, P. K. B., 1996, Hydraulic Fluids, Wiley, New York.
23
Iwai, Y., Okada, T., Nishimoto, T., and Morishita, T., 1988, “Cavitation Erosion in High Water Base Fluids,” J. JSLE, 33(12), pp. 907–914.
24
Tomlinson, W. J., Moule, R. T., and Blount, G. N., 1987, “Cavitation Erosion in a Dilute Emulsion,” Tribol. Int., 20(3), pp. 150–152. [CrossRef]
25
Pai, R., and Hargreaves, D. J., 2002, “Performance of Environment-Friendly Hydraulic Fluids and Material Wear in Cavitating Condition,” Wear, 252, pp. 970–978. [CrossRef]
26
Mallat, S., 1999, A Wavelet Tour of Signal Processing, Academic, New York.
27
Huang, K., and Aviyente, S., 2008, “Wavelet Feature Selection for Image Classification,” IEEE Trans. Image Process. 17(9), pp. 1709–1720. [CrossRef] [PubMed]
28
Ramana, M. P., Babak, S. A., Angela, W., Rao, A. S., and Gerald P. M., 2010, “Classification of Corrosion Defects in NiAl Bronze Through Image Analysis,” Corrosion Sci., 52, pp. 3661–3666. [CrossRef]
29
Russ, J. C., 1994, Fractal Surfaces, Plenum, New York.
30
Kassim, A. A., Zhu, M., and Mannan, M. A., 2002, “Texture Analysis Using Fractals for Tool Wear Monitoring,” IEEE ICIP, 3, pp. III-105–III-108. [CrossRef]
31
Guessasma, S., Montavon, G., and Coddet, C., 2003, “On the Implementation of the Fractal Concept to Quantity Thermal Spray Deposit Surface characteristics,” Surf. Coat. Technol., 173(1), pp. 24–38. [CrossRef]
32
Ribeiro, L. M. F., Horovistiz, A. L., Jesuino, G. A., Hein, L. R., de, O.Abdade, N. P., and Crnkovic, S. J., 2002, “Fractal Analysis of Eroded Surfaces by Digital Image Processing,” Mater. Lett., 56, pp. 512–517. [CrossRef]
33
Rawers, J., and Tylczak, J., 1999, “Fractal Characterization of Wear-Erosion Surfaces,” J. Mater. Eng. Perform, 8(6), pp. 669–676. [CrossRef]
34
Yuan, C. Q., Li, J., Yan, X. P., and Peng, Z., 2003, “The Use of the Fractal Description to Characterize Engineering Surfaces and Wear Particles,” Wear, 255, pp. 315–326. [CrossRef]
35
Stachowiak, G. W., and Podsiadlo, P., 2001, “Characterization and Classification of Wear Particles and Surfaces,” Wear, 249, pp. 194–200. [CrossRef]
36
Podsiadlo, P., and Stachowiak, G. W., 2000, “Scale-Invariant Analysis of Wear Particle Morphology—A Preliminary Study,” Tribol. Int., 33, pp. 289–295. [CrossRef]
37
Stachowiak, G. W., 1998, “Numerical Characterization of Wear Particles Morphology and Angularity of Particles and Surfaces,” Tribol. Int., 31(1-3), pp. 139–157. [CrossRef]
38
Russ, J. C., 2002, “Fractal Analysis,” Stereology, in Encyclopedia of Materials Science and Technology, K. Buschow et al., ed., Elsevier, Amsterdam.
39
Zhang, J., 2006, “Detection and Monitoring of Wear Using Imaging Methods,” Ph.D. thesis, University of Twente, Enschede, The Netherlands.
40
Costa, M. A., 2000, “Fractal Description of Rough Surfaces for Haptic Display,” Ph.D. thesis, Stanford University, Stanford, CA.
41
2006, “ASTM Designation, G32-06, Standard Test Method for Cavitation Erosion Using Vibratory Apparatus,” Annual Book of ASTM Standards, 98–112.
42
Ahmed, S. M., Hokkirigawa, K., Ito, Y., and Oba, R., 1991, “Scanning Electron Microscopy Observation on the Incubation Period of Vibratory Cavitation Erosion,” Wear, 142, pp. 303–314. [CrossRef]
43
Ahmed, S. M., Hokkirigawa, K., Kikuchi, K., Matsudaira, Y., Oshima, R., and Oba, R., 1990, “Marked Surface-Roughness Effects on the Development of Microfracture During the Incubation Period of Vibratory Cavitation Erosion,” Proceedings of the Third Japan-China Joint Conference, Osaka, Japan, pp. 331–338.
44
Ahmed, S. M., Hokkirigawa, K., Kikuchi, K., Higuchi, J., and Oba, R., 1993, “SEM Studies of Particles Produced by Cavitation Erosion,” JSME Int. J., Ser. B, 36(4), pp. 517–523. [CrossRef]
45
Saleh, B., Abouel-Kasem, A., Ezz El-Deen, A., and Ahmed, S.M., 2010 “Investigation of Temperature Effects on Cavitation Erosion Behavior Based on Analysis of Erosion Particles,” Trans. ASME, J. Tribol., 132, p. 041601. [CrossRef]
46
Kocanda, S., 1978, Fatigue Failure of Metals, Wydawnieta Naukowd-Techiczne, Warsaw, Poland.

Figures

Grahic Jump Location
Fig. 1

Mean depth of penetration (MDP) for water and o/w emulsions at time 1 and 7 h

+Mean depth of penetration (MDP) for water and o/w emulsions at time 1 and 7 h
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Mean depth of penetration (MDP) for water and o/w emulsions at time 1 and 7 h
Grahic Jump Location
Fig. 2

SEM photographs of eroded surfaces for water and o/w emulsions at time 10 min

+SEM photographs of eroded surfaces for water and o/w emulsions at time 10 min
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SEM photographs of eroded surfaces for water and o/w emulsions at time 10 min
Grahic Jump Location
Fig. 3

SEM photographs of developing eroded surfaces for water and o/w emulsions at time 20 min

+SEM photographs of developing eroded surfaces for water and o/w emulsions at time 20 min
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SEM photographs of developing eroded surfaces for water and o/w emulsions at time 20 min
Grahic Jump Location
Fig. 4

Variation of wavelet energy (a) and Shannon entropies of mages for eroded surface cavitated in water and o/w emulsions for stainless steel at time 10 min and different magnifications

+Variation of wavelet energy (a) and Shannon entropies of mages for eroded surface cavitated in water and o/w emulsions for stainless steel at time 10 min and different magnifications
View Large  |  Save Figure  |  Download Slide (.ppt)
Variation of wavelet energy (a) and Shannon entropies of mages for eroded surface cavitated in water and o/w emulsions for stainless steel at time 10 min and different magnifications
Grahic Jump Location
Fig. 5

Variation of wavelet energy (a) and Shannon entropies of mages for eroded surface cavitated in water and o/w emulsions for stainless steel at time 20 min and different magnifications

+Variation of wavelet energy (a) and Shannon entropies of mages for eroded surface cavitated in water and o/w emulsions for stainless steel at time 20 min and different magnifications
View Large  |  Save Figure  |  Download Slide (.ppt)
Variation of wavelet energy (a) and Shannon entropies of mages for eroded surface cavitated in water and o/w emulsions for stainless steel at time 20 min and different magnifications
Grahic Jump Location
Fig. 6

Variation of fractal dimensions of eroded surfaces in water and o/w emulsions at time 20 min and at different magnifications

+Variation of fractal dimensions of eroded surfaces in water and o/w emulsions at time 20 min and at different magnifications
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Variation of fractal dimensions of eroded surfaces in water and o/w emulsions at time 20 min and at different magnifications

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