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A sampling method based on improved firefly algorithm for profile measurement of aviation engine blade

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Identyfikatory
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
Coordinate Measurement Machines (CMMs) have been extensively used in inspecting mechanical parts with higher accuracy. In order to enhance the efficiency and precision of the measurement of aviation engine blades, a sampling method of profile measurement of aviation engine blade based on the firefly algorithm is researched. Then, by comparing with the equal arc-length sampling algorithm (EAS) and the equi-parametric sampling algorithm (EPS) in one simulation, the proposed sampling algorithm shows its better sampling quality than the other two algorithms. Finally, the effectiveness of the algorithm is verified by an experimental example of blade profile. Both simulated and experimental results show that the method proposed in this paper can ensure the measurement accuracy by measuring a smaller number of points.
Rocznik
Strony
757--771
Opis fizyczny
Bibliogr. 18 poz., fot., rys., tab., wzory
Twórcy
autor
  • University of Electronic Science and Technology of China, School of Mechanical and Electrical Engineering, 611731 Chengdu, China
autor
  • University of Electronic Science and Technology of China, School of Mechanical and Electrical Engineering, 611731 Chengdu, China
autor
  • University of Electronic Science and Technology of China, School of Mechanical and Electrical Engineering, 611731 Chengdu, China
autor
  • University of Electronic Science and Technology of China, School of Mechanical and Electrical Engineering, 611731 Chengdu, China
autor
  • University of Electronic Science and Technology of China, School of Mechanical and Electrical Engineering, 611731 Chengdu, China
Bibliografia
  • [1] Hoschek, J., Müller, R. (2000). Turbine blade design by lofted B-spline surfaces. Journal of Computational & Applied Mathematics, 119(1-2), 235-248.
  • [2] Zhi, H., Chao, L., Kai, L. (2017). Status and prospect of detection technology of coordinate measuring machine for blade surface of aero-engine. Aeronautical Manufacturing Technology, 21, 73-79.
  • [3] Fiona, Z., Xun, X., Xie, S. Q. (2009). Computer-Aided inspection planning - The state of the art. Computer in Industry, 60(7), 453-466.
  • [4] Rajamohan G., Shunmugam, M., Samuel, G. (2011). Practical measurement strategies for verification of free form surfaces using coordinate measuring machines. Metrol. Meas. Syst., 18(2), 209-222.
  • [5] Elkott, D. F., Elmaraghy, H. A., Elmaraghy, W. H. (2002). Automatic sampling for CMM inspection planning of free-form surfaces. International Journal of Production Research, 40(11), 2653-2676.
  • [6] Obeidat, S. M., Raman, S. (2009). An intelligent sampling method for inspecting free-form surfaces. International Journal of Advanced Manufacturing Technology, 40(11-12), 1125-1136.
  • [7] Ainsworth, I., Ristic, M., Brujic, D. (2000). CAD-based measurement and path planning for free-form shapes using contact probes. International Journal of Advanced Manufacturing Technology, 16(1), 23-31.
  • [8] Cho, M. W., Kim, K. (1995). New inspection planning strategy for sculptured surfaces using coordinate measuring machine. International Journal of Production Research, 33(2), 427-444.
  • [9] Ming, R. Y., Ying, J. Z., Li, Y. L., Zhang, D. (2013). Adaptive sampling method for inspection planning on CMM for free-form surfaces. International Journal of Advanced Manufacturing Technology, 67(9-12), 1967-1975.
  • [10] Poniatowska, M. (2012). Deviation model based method of planning accuracy inspection of free-form surfaces using CMMs. Measurement, 45(5), 927-937.
  • [11] Javad, Z., Hossein, A., Vahid, M. (2018). A hybrid measurement sampling method for accurate inspection of geometric errors on freeform surfaces. Measurement, 122, 155-167.
  • [12] Rajamohan, G., Shunmugam, M. S., Samuel, G. L. (2011). Effect of probe size and measurement strategies on assessment of freeform profile deviations using coordinate measuring machine. Measurement, 44(5), 832-841.
  • [13] Dong, X. Z., Kun, B., Yong, Y. C. (2012). Research on CMM-based measuring points’ sampling and distribution method of blades. Forging & Stamping Technology, 37(4), 137-141.
  • [14] Yun, G. H., Xin, H., Kui, W. M., Cun, Y. S., Min, G. Y. (2016). CAD-based measurement planning strategy of complex surface for five axes on machine verification. International Journal of Advanced Manufacturing Technology, 91(5), 1-11.
  • [15] Mansour, G. (2014). A developed algorithm for simulation of blades to reduce the measurement points and time on coordinate measuring machine. Measurement, 54, 51-57.
  • [16] Song, R. J., Wen, H. W., Hua, D. Z., Qiang, Z. Q. (2014). A practical sampling method for profile measurement of complex blades. Measurement, 81, 57-65.
  • [17] He, G., Sang, Y., Pang, K., Sun, G. (2018). An improved adaptive sampling strategy for freeform surface inspection on cmm. International Journal of Advanced Manufacturing Technology, 96(2), 1521-1535.
  • [18] Xinshe, Y. (2010). Nature-inspired metaheuristic algorithms. Luniver Press.
Uwagi
EN
The authors gratefully acknowledge the support of the National Natural Science Foundation of China (Nos. 51275078).
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-49401e58-ceaf-4f2b-a5c3-fc41d7b545b2
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