Feature-based ontological framework for semantic interoperability in product development

被引:13
|
作者
Gupta, Ravi Kumar [1 ]
Gurumoorthy, Balan [2 ]
机构
[1] Manipal Univ Jaipur, SAMM, Mech Engn Dept, CAD Lab, Jaipur 303007, Rajasthan, India
[2] Indian Inst Sci, Ctr Prod Design & Mfg, Bangalore 560012, Karnataka, India
关键词
Product information exchange; Semantic interoperability; Shape feature taxonomy; Feature semantics; Product informatics; Computer-aided design; Product lifecycle management; Product development; AUTOMATIC EXTRACTION; CAD; RECOGNITION; MANAGEMENT; REPRESENTATION; EXCHANGE; DESIGN;
D O I
10.1016/j.aei.2021.101260
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
An essential requirement in integrating tasks in product development is to have a seamless exchange of product information through the entire product lifecycle. A key challenge in the integration is the exchange of shape semantics in terms of understandable labels and representations. A unified taxonomy is proposed to represent, classify, and extract shape features. This taxonomy is built using the Domain-Independent Form Feature (DIFF) model as the representation of features. All the shape features in a product model are classified under three main classes, namely, volumetric features, deformation features and free-form surface features. Shape feature ontology is developed using the unified taxonomy, which brings the shape features under a single reasoning framework. One-to-many reasoning framework is presented for mapping semantically equivalent information (label and representation) of the feature to be exchanged to target applications, and the reconstruction of the shape model automatically in that target application. An algorithm has been developed to extract the semantics of shape features and construct the model in the target application. The algorithm developed has been tested for shape models taken from literature and test cases are selected based on variations of topology and geometry. Results of exchanging product information are presented and discussed. Finally, the limitations of the proposed method for exchanging product information are explained.
引用
收藏
页数:23
相关论文
共 50 条
  • [1] A feature-based framework for semantic interoperability of product models
    Gupta, Ravi Kumar
    Gururnoorthy, B.
    [J]. STROJNISKI VESTNIK-JOURNAL OF MECHANICAL ENGINEERING, 2008, 54 (06): : 446 - 457
  • [2] Feature-based product modelling: an ontological approach
    Sanfilippo, Emilio M.
    [J]. INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2018, 31 (11) : 1097 - 1110
  • [3] Semantic interoperability of knowledge in feature-based CAD models
    Abdul-Ghafour, Samer
    Ghodous, Parisa
    Shariat, Behzad
    Perna, Eliane
    Khosrowshahi, Farzad
    [J]. COMPUTER-AIDED DESIGN, 2014, 56 : 45 - 57
  • [4] Feature-based analysis framework for interoperability in networked organisations
    Petersen, SA
    Paganelli, P
    Schallock, B
    [J]. Collaborative Networks and Their Breeding Environments, 2005, 186 : 467 - 474
  • [5] Manufacturability verification through feature-based ontological product models
    Anjum, Najam
    Harding, Jennifer A.
    Young, Robert I. M.
    Case, Keith
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE, 2012, 226 (B6) : 1086 - 1098
  • [6] Ontological foundations for feature-based modeling
    Sanfilippo, Emilio M.
    [J]. 28TH CIRP DESIGN CONFERENCE 2018, 2018, 70 : 174 - 179
  • [7] Semantic Feature-based Learning Framework for Energy-Limited Semantic Communication System
    Fang, Zechuan
    Sun, Mengying
    Wang, Yining
    Xu, Xiaodong
    [J]. 2024 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC 2024, 2024,
  • [8] Feedback Matching Framework for Semantic Interoperability of Product Data
    Yeo, Il
    Patil, Lalit
    Dutta, Debasish
    [J]. IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2012, 9 (02) : 436 - 445
  • [9] Semantic Optimization of Feature-Based SLAM
    Li, Peng
    Yin, Lili
    Gao, Jiali
    Sun, Yuezhongyi
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2021, 2021
  • [10] Semantic construction in feature-based TAG
    Gardent, C
    Kallmeyer, L
    [J]. EACL 2003: 10TH CONFERENCE OF THE EUROPEAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, PROCEEDINGS OF THE CONFERENCE, 2003, : 123 - 130