TY - JOUR
T1 - Feature-based ontological framework for semantic interoperability in product development
AU - Gupta, Ravi Kumar
AU - Gurumoorthy, Balan
N1 - Funding Information:
Dr. Ravi Kumar Gupta , Associate Professor in the Department of Mechanical Engineering at Manipal University Jaipur. Dr. Gupta is PhD (IISc Bangalore) and M.Tech. (MNNIT Allahabad). Dr. Gupta received the Best Thesis Award & MAA Communications Gold Medal in year 2013 at IISc Bangalore. He pursued postdoc program at Ecole Central de Nantes, France, being a partner of ProRegio project. Dr. Gupta has received Postdoc fellowship in year 2014 for Heritage Erasmus Mundus mobility program by European Commission; Indo-French Sandwich Ph.D. fellowship in year 2009 by Embassy of France, India; and International travel grant in year 2018 by DST (SERB), Govt. of India. Dr. Gupta has 15 years Industry – Academia blended experience and published more than 50 research papers. Research Interest includes Product Development; 3D Digital Modelling; CAD/CAM; Product Informatics; Reverse Engineering; Additive Manufacturing; Augmented and Virtual Reality.
Publisher Copyright:
© 2021 Elsevier Ltd
PY - 2021/4
Y1 - 2021/4
N2 - 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.
AB - 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.
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U2 - 10.1016/j.aei.2021.101260
DO - 10.1016/j.aei.2021.101260
M3 - Article
AN - SCOPUS:85107953783
SN - 1474-0346
VL - 48
JO - Advanced Engineering Informatics
JF - Advanced Engineering Informatics
M1 - 101260
ER -