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Monitoring of cylindrical grinding processes by use of a non-contact AE system

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Abstract

This paper presents a possible diagnostic method to be applied in the grinding process using the acoustic emission signal (AE) and image analysis. The applied method of the experimental results in computer analysis using the system of tracking changes occurring within the image, as well as the experimental results obtained for single-pass internal cylindrical grinding in steel 100Cr6 described in the work. The experimental results acquired roved that the proposed method enables the detection of signs of wear on the grinding wheel active surface components, during the machining process, as well as allowing for the assessment of their influence on grinding power and workpiece surface roughness parameters. The described method of analysing the AE signal features using such a visual method complement the usual procedures used in these type of the monitoring systems. The proposed solution is far easier to implement in production conditions as it takes place on the program level of such systems and does not interfere with the equipment architecture.

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References

  1. Hundt, W., Leuenberger, D., Rehsteiner, F., and Gygax, P., “An Approach to Monitoring of the Grinding Process Using Acoustic Emission (AE) Technique,” CIRP Ann.-Manuf. Techn., Vol. 43, No. 1, pp. 295–298, 1994.

    Article  Google Scholar 

  2. Webster, J., Marinescu, I., Bennett, R., and Lindsay, R., “Acoustic Emission for Process Control and Monitoring of Surface Integrity during Grinding,” CIRP Ann.-Manuf. Techn., Vol. 43, No. 1, pp. 299–304, 1994.

    Article  Google Scholar 

  3. Webster, J., Dong, W. P., and Lindsay, R., “Raw Acoustic Emission Signal Analysis of Grinding Process,” CIRP Ann.-Manuf. Techn., Vol. 45, No. 1, pp. 335–340, 1996.

    Article  Google Scholar 

  4. Hwang, T. W., Whitenton, E. P., Hsu, N. N., Blessing, G. V., and Evans, C. J., “Acoustic Emission Monitoring of High Speed Grinding of Silicon Nitride,” Ultrasonics, Vol. 38, No. 1–8, pp. 614–619, 2000.

    Article  Google Scholar 

  5. Karpuschewski, B., Wehmeier, M., and Lnasaki, I., “Grinding Monitoring System Based on Power and Acoustic Emission Sensors,” CIRP Ann.-Manuf. Techn., Vol. 49, No. 1, pp. 235–240, 2000.

    Article  Google Scholar 

  6. Tönshoff, H. K., Jung, M., Männel, S., and Rietz, W., “Using Acoustic Emission Signals for Monitoring of Production Processes,” Ultrasonics, Vol. 37, No. 10, pp. 681–686, 2000.

    Article  Google Scholar 

  7. Kim, H. Y., Kim, S. R., Ahn, J. H., and Kim, S. H., “Process Monitoring of Centerless Grinding using Acoustic Emission,” J. Mater. Process. Tech., Vol. 111, No. 1–3, pp. 273–278, 2001.

    Article  Google Scholar 

  8. Aguiar, P. R., Serni, P. J. A., Dotto, F. R. L., and Bianchi, E. C., “In-Process Grinding Monitoring Through Acoustic Emission,” J. Braz. Soc. Mech. Sci. & Eng., Vol. 28, No. 1, pp. 118–124, 2006.

    Article  Google Scholar 

  9. Kim, J. K. and Lee, M. C., “Real-Time Diagnostic System using Acoustic Emission for a Cylinder Liner in a Large Two-Stroke Diesel Engine,” Int. J. Precis. Eng. Manuf., Vol. 10, No. 3, pp. 51–58, 2009.

    Article  Google Scholar 

  10. König, W., Altintas, Y., and Memis, F., “Direct Adaptive Control of Plunge Grinding Process using Acoustic Emission (AE) Sensor,” Int. J. Mach. Tools Manuf., Vol. 35, No. 10, pp. 1445–1457, 1995.

    Article  Google Scholar 

  11. Varghese, B., Pathare, S., Gao, R., Guo, C., and Malkin, S., “Development of a Sensor-Integrated “Intelligent” Grinding Wheel for In-Process Monitoring,” CIRP Ann.-Manuf. Techn., Vol. 41, No. 1, pp. 231–234, 2000.

    Article  Google Scholar 

  12. Dornfeld, D. A., Lee, Y., and Chang, A., “Monitoring of Ultraprecision Machining Processes,” Int. J. Adv. Manuf. Technol., Vol. 21, No. 8, pp. 571–578, 2003.

    Article  Google Scholar 

  13. Dittel Messtechnik GmbH, http://www.dittel.com/pdf/E_Productoverview_08_2011.pdf

  14. Akbari, J., Saito, Y., Hanaoka, T., Higuchi, S., and Enomoto, S., “Effect of Grinding Parameters on Acoustic Emission Signals While Grinding Ceramics,” J. Mater. Process. Tech., Vol. 62, No. 4, pp. 403–407, 1996.

    Article  Google Scholar 

  15. Susic, E. and Grabec, I., “Characterization of the grinding process by acoustic emission,” Int. J. Mach. Tool Manuf., Vol. 40, No. 2, pp. 225–238, 2000.

    Article  Google Scholar 

  16. Kwak, J. S. and Song, J. B., “Trouble Diagnosis of the Grinding Process by using Acoustic Emission Signals,” Int. J. Mach. Tool Manuf., Vol. 41, No. 6, pp. 899–913, 2001.

    Article  Google Scholar 

  17. Wang, Z., Willett, P., DeAguiar, P. R., and Webster, J., “Neural Network Detection of Grinding Burn from Acoustic Emission,” Int. J. Mach. Tool Manuf., Vol. 41, No. 2, pp. 283–309, 2001.

    Article  Google Scholar 

  18. Kwak, J. S. and Ha, M. K., “Neural Network Approach for Diagnosis of Grinding Operation by Acoustic Emission and Power Signals,” J. Mater. Process. Tech., Vol. 147, No. 1, pp. 65–71, 2004.

    Article  Google Scholar 

  19. Liu, Q., Chen, X., and Gindy, N., “Investigation of Acoustic Emission Signals under a Simulative Environment of Grinding Burn,” Int. J. Mach. Tool Manuf., Vol. 46, No. 3–4, pp. 284–292, 2006.

    Article  Google Scholar 

  20. Stephenson, D. J., Sun, X., and Zervos, C., “A Study on ELID Ultra Precision Grinding of Optical Glass with Acoustic Emission,” Int. J. Mach. Tools Manuf., Vol. 46, No. 10, pp. 1053–1063, 2006.

    Article  Google Scholar 

  21. Sutowski, P. and Plichta, S., “An Investigation of the Grinding Wheel Wear with the use of Root-Mean-Square Value of Acoustic Emission,” Arch. Civ. Mech. Eng., Vol. VI, No. 1, pp. 87–98, 2006.

    Google Scholar 

  22. Nordmann GmbH & Co. KG, http://www.toolmonitoring.com/pdf/Nordmann-Praesentation.pdf

  23. Luetjens, P. and Mushardt, H., “Grinding out Hardened Parts,” Am. Mech., Vol. 148, No. 3, pp. 52–59, 2004.

    Google Scholar 

  24. Webster, J. and Tricard, M., “Innovations in Abrasive Products for Precision Grinding,” CIRP Ann.-Manuf. Techn., Vol. 53, No. 2, pp. 597–617, 2004.

    Article  Google Scholar 

  25. Slowinski, B. and Nadolny, K., “Effective Manufacturing Method for Automated Inside Diameter Grinding,” J. Adv. Mech. Des. Syst., Vol. 1, No. 4, pp. 472–480, 2007.

    Google Scholar 

  26. Nadolny, K., Plichta, J., Herman, D., and Slowiński, B.,”Single-Pass Grinding — An Effective Manufacturing Method for Finishing,” Proceedings of the 19th International Conference on Systems Engineering -ICSENG 2008, University of Nevada, Las Vegas, pp. 236–241, 2008.

  27. Herman, D., Plichta, J., and Nadolny, K., “New Ceramic Abrasive Tools for Rough and Finishing Grinding in One Pass,” Mater. Sci. Forum, Vol. 526, pp. 163–168, 2006.

    Article  Google Scholar 

  28. Nadolny, K. and Slowinski, B., “The Effects of Wear upon the Axial Profile of a Grinding Wheel in the Construction of Innovative Grinding Wheels for Internal Cylindrical Grinding,” Advances in Tribology, Vol. 2011, 2011.

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Sutowski, P., Nadolny, K. & Kaplonek, W. Monitoring of cylindrical grinding processes by use of a non-contact AE system. Int. J. Precis. Eng. Manuf. 13, 1737–1743 (2012). https://doi.org/10.1007/s12541-012-0228-7

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  • DOI: https://doi.org/10.1007/s12541-012-0228-7

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