Automatic extraction of manufacturable features from CADD models using syntactic pattern recognition techniques

被引:13
|
作者
Prabhu, BS [1 ]
Pande, SS [1 ]
机构
[1] Indian Inst Technol, Dept Mech Engn, Bombay 400076, Maharashtra, India
关键词
D O I
10.1080/002075499191247
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper reports a system for automatic extraction of manufacturable features from 'engineering drawings' created in CADD format. It employs the techniques of string based pattern recognition and natural language processing. Drawing entities are processed to derive feature string patterns, which are syntactically analyzed to detect the feature topology and geometry. The information of the features so detected is augmented by non-geometric data like dimensions, position, tolerances and the relevant drawing callouts. The system is capable of detecting generic classes of features like holes, pockets, steps, slots, bosses, etc. The derived information can be easily linked to the downline CAD/CAM activities in the product cycle. The system, thus, demonstrates the feasibility of design automation from CADD models.
引用
收藏
页码:1259 / 1281
页数:23
相关论文
共 50 条
  • [31] Work motion recognition by using syntactic pattern matching
    Misaki, Daigo
    Tateno, Toshitake
    Aomura, Shigeru
    Seimitsu Kogaku Kaishi/Journal of the Japan Society for Precision Engineering, 2003, 69 (12): : 1790 - 1795
  • [32] Automatic recognition of machining features from a solid model using the 2D feature pattern
    Ranjan, R
    Kumar, N
    Pandey, RK
    Tiwari, MK
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2005, 26 (7-8): : 861 - 869
  • [33] Automatic recognition of machining features from a solid model using the 2D feature pattern
    Rakesh Ranjan
    Niraj Kumar
    Rupesh Kumar Pandey
    M.K. Tiwari
    The International Journal of Advanced Manufacturing Technology, 2005, 26 : 861 - 869
  • [34] Features extraction for music notes recognition using hidden markov models
    Salcedo, Fco. Javier
    Diaz-Verdejo, Jesus
    Segura, Jose Carlos
    SIGMAP 2007: PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND MULTIMEDIA APPLICATIONS, 2007, : 184 - +
  • [35] A neural bridge from syntactic to statistical pattern recognition
    Allen, FT
    Kinser, JM
    Caulfield, HJ
    NEURAL NETWORKS, 1999, 12 (03) : 519 - 526
  • [36] Syntactic Pattern Recognition from Observations: A Hybrid Technique
    Di Lecce, Vincenzo
    Calabrese, Marco
    BIO-INSPIRED COMPUTING AND APPLICATIONS, 2012, 6840 : 136 - 143
  • [37] Extraction of features from a rotational part: A syntactic approach
    Pandey, V.
    Roy, N.
    Journal of the Institution of Engineers (India), Part PR: Production Engineering Division, 2002, 82 (MAR.): : 64 - 68
  • [38] Automatic Fault Detection in a Cascaded Transformer Multilevel Inverter Using Pattern Recognition Techniques
    Salazar-D'antonio, Diego
    Meneses-Casas, Nohora
    Forero, Manuel G.
    Lopez-Santos, Oswaldo
    PATTERN RECOGNITION AND IMAGE ANALYSIS, PT I, 2020, 11867 : 378 - 385
  • [39] Reverse engineering of embedded software using syntactic pattern recognition
    Fournigault, Mike
    Liardet, Pierre-Yvan
    Teglia, Yannick
    Tremeau, Alain
    Robert-Inacio, Frederique
    ON THE MOVE TO MEANINGFUL INTERNET SYSTEMS 2006: OTM 2006 WORKSHOPS, PT 1, PROCEEDINGS, 2006, 4277 : 527 - 536
  • [40] 3D arm movement recognition using syntactic pattern recognition
    Su, MC
    Chen, YY
    Wang, KH
    Tew, CY
    Huang, H
    ARTIFICIAL INTELLIGENCE IN ENGINEERING, 2000, 14 (02): : 113 - 118