Parameter Measurement of Biaxial Braided Composite Preform Based on Phase Congruency

• Autorzy: Xiao Zhitao , Pei Lei , Zhang Fang , Sun Ying , Geng Lei , Wu Jun , Tong Jun

Identyfikatory

DOI

10.1515/aut-2018-0012

• Języki publikacji: EN

Abstrakty

EN

In this paper, a new method based on phase congruency is proposed to measure pitch lengths and surface braiding angles of two-dimensional biaxial braided composite preforms. Lab space transform and BM3D (block-matching and 3D filter) are used first to preprocess the original acquired images. A corner detection algorithm based on phase congruency is then proposed to detect the corners of the preprocessed images. Pitch lengths and surface braiding angles are finally measured based on the detected corner maps. Experimental results show that our method achieves the automatic measurement of pitch lengths and the surface braiding angles of biaxial braided composite preforms with high accuracy.

Słowa kluczowe

EN

2D biaxial braided composite preform; parameter measurement; surface braiding angle; pitch length; phase congruency

PL

preforma kompozytowa; oplot dwuosiowy; pomiar parametrów; kąt; zgodność fazowa

• Wydawca: Lodz University of Technology, Faculty of Material Technologies and Textile Design
• Czasopismo: Autex Research Journal
• Rocznik: 2019
• Tom: Vol. 19, no. 1
• Strony: 8--16
• Opis fizyczny: Bibliogr. 18 poz.

Twórcy

autor

Xiao Zhitao

• Tianjin Key Laboratory of Optoelectronic Detection Technology and System, Tianjin, P.R. China
• School of Electronics and Information Engineering, Tianjin Polytechnic University, Tianjin, P.R. China

autor

Pei Lei

• School of Electronics and Information Engineering, Tianjin Polytechnic University, Tianjin, P.R. China

autor

Zhang Fang

• Tianjin Key Laboratory of Optoelectronic Detection Technology and System, Tianjin, P.R. China
• School of Electronics and Information Engineering, Tianjin Polytechnic University, Tianjin, P.R. China

autor

Sun Ying

• Institute of Textile Composites, Tianjin Polytechnic University, Tianjin, P.R. China

autor

Geng Lei

• Tianjin Key Laboratory of Optoelectronic Detection Technology and System, Tianjin, P.R. China
• School of Electronics and Information Engineering, Tianjin Polytechnic University, Tianjin, P.R. China

autor

Wu Jun

• Tianjin Key Laboratory of Optoelectronic Detection Technology and System, Tianjin, P.R. China
• School of Electronics and Information Engineering, Tianjin Polytechnic University, Tianjin, P.R. China

autor

Tong Jun

• School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, Wollongong, Australia

Bibliografia

• [1] Qu, P., Guan, X., Jia, Y., et al. (2012). Effective elastic properties and stress distribution of 2D biaxial nonorthogonally braided composites. Journal of Composite Materials, 46(8), 997-1008.
• [2] Böhm, R., Hornig, A., Luft, J. et al. (2014). Experimental investigation of the strain rate dependent behaviour of 2D biaxially and triaxially reinforced braided composites. Applied Composite Materials, 21(2), 285-299.
• [3] Ayranci, C., and Carey, J. (2008). 2D braided composites: a review for stiffness critical applications. Composite Structures, 85(1), 43-58.
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• [5] Du, G., and Popper, P. (1994). Analysis of a circular braiding process for complex shapes. Journal of the Textile Institute, 85(3), 316-337.
• [6] Potluri, P., Manan, A., Francke, M., et al. (2006). Flexural and torsional behaviour of biaxial and triaxial braided composite structures. Composite Structures, 75(1), 377-386.
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• [11] Wan, Z., Li, J. (2006). Braided angle measurement technique for three-dimensional braided composite material preform using mathematical morphology and image texture. AUTEX Research Journal, 6(1), 30-39.
• [12] Gong, L., and Wan, Z. (2006). Automatic measurement technology on braided pitch length of three-dimensional braided composite material preform. Computer Measurement & Control (in Chinese), 14(6), 730-733.
• [13] Wan, Z., Shen, J., and Wang, X. (2004). Measure and research on braided angle of composites preform. Journal of Textile Research (in Chinese), 25(3), 42-44.
• [14] Hernández-López, J. J., Quintanilla-Olvera, A. L., López-Ramírez, J. L., et al. (2012). Detecting objects using color and depth segmentation with kinect sensor. Procedia Technology, 3(1), 196-204.
• [15] Dabov, K., Foi, A., Katkovnik, V., et al. (2006). Image denoising with block-matching and 3D filtering. In: Proceedings of SPIE, Image Processing: Algorithms and Systems, Neural Networks, and Machine Learning, 6064, 1-12.
• [16] Kovesi, P. (1999). Image features from phase congruency. Videre: Journal of computer vision research, 1(3), 1-26.
• [17] Kovesi, P. (2003). Phase congruency detects corners and edges. In the Australian Pattern Recognition Society Conference: DICTA. Sydney, 309-318.
• [18] Orfanidis, J. S. (1988). Optimum Signal Processing: An Introduction. (2nd ed.). Macmillan Publishing Company (New York).

Uwagi

Opracowanie rekordu w ramach umowy 509/P-DUN/2018 ze środków MNiSW przeznaczonych na działalność upowszechniającą naukę (2019).