Feature extraction and classification for rotational parts taking 3D data files as input

Journal of the Chinese Institute of Industrial Engineers

Volumn 21, Issue 5, 2004, Pages 432-443

  Liu, Shu Chu ^a  

^a NATIONAL PINGTUNG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Taiwan)

Author keywords

CAD; CAPP; Feature extraction and classification; Feature interactions; Rotational parts

Indexed keywords

CLASSIFICATION (OF INFORMATION); COMPUTER AIDED DESIGN; COMPUTER SOFTWARE; DATA STRUCTURES; MATHEMATICAL MODELS; PERSONAL COMPUTERS; PROBLEM SOLVING; PROCESS CONTROL; PROGRAM TRANSLATORS; TOPOLOGY;

COMPUTER-AIDED PROCESS PLANNING (CAPP); FEATURE EXTRACTION AND CLASSIFICATION; FEATURE INTERACTIONS; ROTATIONAL PARTS;

FEATURE EXTRACTION;

EID: 19544370200     PISSN: 10170669     EISSN: 21517606     Source Type: Journal    
DOI: 10.1080/10170660409509422     Document Type: Article

References (25)

1. Allada, V., and Anand, S., 1995. Feature-based modeling approaches for integrated manufacturing:State-of-the-art survey and feature research directions. International Journal of Computer Integrated Manufacturing, 8 (6):411–440.
2. Allada, V., and Anand, S., 1996. Machine understanding of manufacturing features. International Journal of Production Research, 34 (7):1791–1819.
3. Bhandarkar, M. P., Downie, B., Hardwick, M., and Nagi, R., 2000. Migration from IGES to STEP:One-to-one translation of IGES drawing to STEP drafting data. Computers in Industry, 41 (3):261–277.
4. Bidarra, R., and Bronsvoort, W. F., 2000. Semantic feature modeling. Computer-Aided Design, 32 (3):201–225.
5. Case, K., and Gao, J., 1993. Feature technology:An overview. International Journal of Computer Integrated Manufacturing, 6 (1):2–12.
6. Chen, S. L., Chen, Z., and Li, R. K., 1991. A DGR method for extracting the topology of an upper-half profile of a turned part from CAD data. International Journal of Computer Integrated Manufacturing, 4 (1):45–56.
7. Cho, H. B., Derebail, A., Hale, T., and Wysk, R. A., 1994. A formal approach to integrating computer aided process planning and shop floor control. ASME:Journal of Engineering for Industry, 116 (1):106–116.
8. Cho, K. K., and Kim, I. H., 1991. A study on CAD interfaced CAPP system for turning operation (I):Automatic feature recognition and process selection. Journal of the Korean Institute of Industrial Engineers, 17 (2):1–16.
9. Dong, J., and Vijayan, S., 1997. Manufacturing feature determination and extraction-Part I optimal volume segmentation. Computer-Aided Design, 29 (7):427–440.
10. Joshi, S., and Chang, T. C., 1988. Feature recognition and geometric reasoning for some process planning activities. Computer-Aided Design, 20 (1):58–66.
11. Jung, M. Y., and Lee, K. H., 1996. A CAD/CAM interface for complex rotationally symmetric parts. International Journal of Production Research, 34 (1):227–251.
12. Kailash, S. B., Zhang, Y. F., and Fuh, J. Y. H., 2001. A volume decomposition approach to machining feature extraction of casting and forging components. Computer-Aided Design, 33 (8):605–617.
13. Kayacan, M. C., Filiz, I. H., Sonmez, A. I., Baykasoglu, A., and Dereli, T., 1996. OPPS-ROT:An optimized process planning system for rotational parts. Computers in Industry, 32 (2):181–195.
14. Kim, J. Y., O'Grady, P., and Young, R. E., 1991. Feature taxonomies for rotational parts:A review and proposed taxonomies. International Journal of Computer Integrated Manufacturing, 4 (6):341–350.
15. Lee, J. Y., and Kim, K., 1998. A feature-based approach to extracting machining features. Computer-Aided Design, 30 (13):1019–1035.
16. Lee, J. Y., and Kim, K., 1999. Generating alternative interpretations of machining features. International Journal of Advanced Manufacturing Technology, 15 (1):38–48.
17. Li, R. K., 1988. A part-feature recognition system for rotational parts. International Journal of Production Research, 26 (9):1451–1475.
18. Liu, S. C., Gonzalez, M., and Chen, J. G., 1996. Development of an automatic part feature extraction and classification system taking CAD data as input. Computers in Industry, 29 (3):137–150.
19. Madurai, S. S., and Lin, L., 1992. Rule-based automatic part feature extraction and recognition from CAD data. Computers and Industrial Engineering, 22 (1):49–62.
20. Prabhu, B. S., and Pande, S. S., 1999. Automatic extraction of manufacturable features from CADD models using syntactic pattern recognition techniques. International Journal of Production Research, 37 (6):1259–1281.
21. Sahay, A., Graves, G. R., Parks, C. M., and Mann, L., 1990. A methodology for recognizing features in two-dimensional cylindrical part designs. International Journal of Production Research, 28 (8):1401–1416.
22. Salomons, O. W., van Houten, F. J., and Kals, H. J. J., 1993. Review of research in feature-based design. Journal of Manufacturing Systems, 12 (1):113–132.
23. Stefano, P. D., 1997. Automatic extraction of form features for casting. Computer-Aided Design, 29 (11):761–770.
24. Subrahmanyam, S., and Wozny, M., 1995. An overview of automatic feature recognition techniques for computer-aided process planning. Computers in Industry, 26 (1):1–21.
25. Tseng, Y. J., and Joshi, S. B., 1998. Recognition of interacting rotational and prismatic machining features from 3-D mill-turn parts. International Journal of Production Research, 36 (11):3147–3165.