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Multi-criteria retrieval of CAD assembly models

Article dans une revue avec comité de lecture
Auteur
LUPINETTI, Katia
175453 Arts et Métiers ParisTech
73335 Istituto di Matematica Applicata e Tecnologie Informatiche [IMATI-CNR]
GIANNINI, Franca
48864 Istituto di Matematica Applicata e Tecnologie Informatiche [IMATI]
73335 Istituto di Matematica Applicata e Tecnologie Informatiche [IMATI-CNR]
MONTI, Marina
73335 Istituto di Matematica Applicata e Tecnologie Informatiche [IMATI-CNR]
ccPERNOT, Jean-Philippe
543315 Laboratoire d’Ingénierie des Systèmes Physiques et Numériques [LISPEN]

URI
http://hdl.handle.net/10985/16939
DOI
10.1016/j.jcde.2017.11.003
Date
2018
Journal
Journal of computational design and engineering

Résumé

Being able to reuse existing design knowledge is of major interest to help designers during the creation of new products. This is true at the level of the parts and even more at the level of the assemblies of multiple parts. Meaningful information and knowledge can be extracted from existing geometric models and associated data and metadata, as well as from the processes followed to define them. This paper proposes a method to characterize and structure CAD assembly models to enable the retrieving of similar models from a database. A framework has been devised for the retrieval of globally and/or partially similar assembly models according to multiple user-specified search criteria. It is based on an assembly descriptor, called the Enriched Assembly Model, which is an attributed graph that encodes all the required data automatically extracted from the geometry and structure of the CAD models. The data are organized in four layers: structural, assembly interface, shape and statistic layers. Starting from a real CAD model or from an abstract query model, the algorithm retrieves models from the database by solving a matching problem. The matching between two assembly models is translated into the problem of finding a sub-isomorphism between two EAMs. The layered organization of the EAM allows partially defined queries, which can be further refined. The effectiveness of the proposed approach is illustrated with results obtained from the developed software prototype.

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  • Laboratoire d’Ingénierie des Systèmes Physiques Et Numériques (LISPEN)

Documents liés

Visualiser des documents liés par titre, auteur, créateur et sujet.

  • Regular patterns of repeated elements in CAD assembly model retrieval 
    Article dans une revue avec comité de lecture
    LUPINETTI, Katia; CHIANG, Lisa; GIANNINI, Franca; MONTI, Marina; ccPERNOT, Jean-Philippe (CAD Solutions LLC (imprimé) and Taylor & Francis Online (en ligne), 2017)
    A multitude of online repositories and a large amount of specific CAD model databases are currently available. Therefore, it is crucial to have access to these data in an easy and in a multi-perspective manner according ...
  • Content-based multi-criteria similarity assessment of CAD assembly models 
    Article dans une revue avec comité de lecture
    LUPINETTI, Katia; GIANNINI, Franca; MONTI, Marina; ccPERNOT, Jean-Philippe (Elsevier, 2019)
    The use of Digital Mock-Up (DMU) has become mainstream to support the engineering activities all along the Product Development Process. Over the years, companies generate large databases containing digital models and ...
  • Identification of functional components in mechanical assemblies 
    Article dans une revue avec comité de lecture
    LUPINETTI, Katia; GIANNINI, Franca; MONTI, Marina; ccPERNOT, Jean-Philippe (ELSEVIER, 2017)
    Manufactured products with different purposes often include similar mechanisms to realize movements required to satisfy specific functionalities. An automatic identification of common mechanisms in assembly models would ...
  • CAD Assembly Retrieval and Browsing 
    Chapitre d'ouvrage scientifique
    RUCCO, Matteo; LUPINETTI, Katia; GIANNINI, Franca; MONTI, Marina; ccPERNOT, Jean-Philippe (Springer International Publishing, 2017)
    This paper presents a method for the retrieval and inspection of similar CAD assemblies in a database according to a user query. The method exploits the information on components’ shape and relationships (e.g. contacts and ...
  • Identification of functional sets in mechanical assembly models 
    Communication avec acte
    LUPINETTI, Katia; GIANNINI, Franca; MONTI, Marina; RUCCO, Matteo; ccPERNOT, Jean-Philippe (2017)
    Easy retrieval of product data and related information is extremely important for knowledge and data reuse in new product development. Nowadays the adoption of PDM (Product Data Management) systems makes the reuse easy ...

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