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BELT CONVEYOR DIAGNOSTICS DAMAGE DETECTION BASED ON MULTIVARIATE DATA ANALYSIS

Piotr Kruczek, Jakub Obuchowski

First published: 2016-06-28https://doi.org/10.5593/sgem2016/b12/s03.014View metrics

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Publication details

Title
BELT CONVEYOR DIAGNOSTICS DAMAGE DETECTION BASED ON MULTIVARIATE DATA ANALYSIS
Authors
Piotr Kruczek, Jakub Obuchowski
Proceedings
SGEM International Multidisciplinary Scientific GeoConference EXPO Proceedings; 16th International Multidisciplinary Scientific GeoConference SGEM2016, Science and Technologies in Geology, Exploration and Mining
Publisher
Stef92 Technology
Year
2016
Pages
99-106
ISSN
1314-2704
ISBN
978-619-7105-56-8
Language
en
Publication type
Conference Paper
References22
  1. Zhang, S., & Xia, X. (2010). Optimal control of operation efficiency of belt conveyor systems. Applied Energy, 87(6), 1929-1937.

  2. Zhang, S., & Xia, X. (2009, September). A new energy calculation model of belt conveyor. In AFRICON, 2009. AFRICON'09. (pp. 1-6). IEEE.

  3. Fourie, J. H., Alport, M. J., Basson, J. F., & Padayachee, T. (2005). Condition monitoring of fabric-reinforced conveyor belting using digital x-ray imaging. Bulk Solids Handling, 25(5), 290.

  4. Błażej, R., Kirjanów, B., & Kozłowski, T. (2014). A high resolution system for automatic diagnosing the condition of the core of conveyor belts with steel cords. Diagnostyka, 15(4), 41-45.

  5. Mao, Q., Ma, H., Zhang, X., & Zhang, D. (2011, January). Research on Magnetic Signal Extracting and Filtering of Coal Mine Wire Rope Belt Conveyer Defects. In Measuring Technology and Mechatronics Automation (ICMTMA), 2011 Third International Conference on (Vol. 3, pp. 18-22). IEEE.

  6. Blazej, R., Jurdziak, L., & Zimroz, R. (2013, October). Novel approaches for processing of multi-channels NDT signals for damage detection in conveyor belts with steel cords. In Key Engineering Materials Vol. 569, pp. 978-985.

  7. Fedorko, G., Molnar, V., Marasova, D., Grincova, A., Dovica, M., Zivcak, J., & Husakova, N. (2014). Failure analysis of belt conveyor damage caused by the falling material. Part I: Experimental measurements and regression models. Engineering failure analysis, 36, 30-38.

  8. Zimroz, R., Hardygóra, M., & Blazej, R. (2015). Maintenance of Belt Conveyor Systems in Poland–An Overview. In Proceedings of the 12th International Symposium Continuous Surface Mining-Aachen 2014 (pp. 21-30). Springer International Publishing.

  9. Stefaniak, P. K., Wyłomańska, A., Zimroz, R., Bartelmus, W., & Hardygóra, M. (2016). Diagnostic Features Modeling for Decision Boundaries Calculation for Maintenance of Gearboxes Used in Belt Conveyor System. In Advances in Condition Monitoring of Machinery in Non-Stationary Operations (pp. 251-263). Springer International Publishing.

  10. Obuchowski, J., Wylomanska, A., & Zimroz, R. (2015). Two-stage data driven filtering for local damage detection in presence of time varying signal to noise ratio. In Vibration Engineering and Technology of Machinery (pp. 401-410). Springer International Publishing.

  11. Bartelmus, W., & Zimroz, R. (2009). A new feature for monitoring the condition of gearboxes in non-stationary operating conditions. Mechanical Systems and Signal Processing, 23(5), 1528-1534. 16th International Multidisciplinary Scientific GeoConference SGEM2016 www.sgem.org

  12. Zhang, S., & Xia, X. (2010). Optimal control of operation efficiency of belt conveyor systems. Applied Energy, 87(6), 1929-1937.

  13. Zhang, S., & Xia, X. (2009, September). A new energy calculation model of belt conveyor. In AFRICON, 2009. AFRICON'09. (pp. 1-6). IEEE.

  14. Fourie, J. H., Alport, M. J., Basson, J. F., & Padayachee, T. (2005). Condition monitoring of fabric-reinforced conveyor belting using digital x-ray imaging. Bulk Solids Handling, 25(5), 290.

  15. Błażej, R., Kirjanów, B., & Kozłowski, T. (2014). A high resolution system for automatic diagnosing the condition of the core of conveyor belts with steel cords. Diagnostyka, 15(4), 41-45.

  16. Mao, Q., Ma, H., Zhang, X., & Zhang, D. (2011, January). Research on Magnetic Signal Extracting and Filtering of Coal Mine Wire Rope Belt Conveyer Defects. In Measuring Technology and Mechatronics Automation (ICMTMA), 2011 Third International Conference on (Vol. 3, pp. 18-22). IEEE.

  17. Blazej, R., Jurdziak, L., & Zimroz, R. (2013, October). Novel approaches for processing of multi-channels NDT signals for damage detection in conveyor belts with steel cords. In Key Engineering Materials Vol. 569, pp. 978-985.

  18. Fedorko, G., Molnar, V., Marasova, D., Grincova, A., Dovica, M., Zivcak, J., & Husakova, N. (2014). Failure analysis of belt conveyor damage caused by the falling material. Part I: Experimental measurements and regression models. Engineering failure analysis, 36, 30-38.

  19. Zimroz, R., Hardygóra, M., & Blazej, R. (2015). Maintenance of Belt Conveyor Systems in Poland–An Overview. In Proceedings of the 12th International Symposium Continuous Surface Mining-Aachen 2014 (pp. 21-30). Springer International Publishing.

  20. Stefaniak, P. K., Wyłomańska, A., Zimroz, R., Bartelmus, W., & Hardygóra, M. (2016). Diagnostic Features Modeling for Decision Boundaries Calculation for Maintenance of Gearboxes Used in Belt Conveyor System. In Advances in Condition Monitoring of Machinery in Non-Stationary Operations (pp. 251-263). Springer International Publishing.

  21. Obuchowski, J., Wylomanska, A., & Zimroz, R. (2015). Two-stage data driven filtering for local damage detection in presence of time varying signal to noise ratio. In Vibration Engineering and Technology of Machinery (pp. 401-410). Springer International Publishing.

  22. Bartelmus, W., & Zimroz, R. (2009). A new feature for monitoring the condition of gearboxes in non-stationary operating conditions. Mechanical Systems and Signal Processing, 23(5), 1528-1534. 16th International Multidisciplinary Scientific GeoConference SGEM2016 www.sgem.org

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