Enhancing Product Semantics Understanding Through Automatic Part Type Recognition in CAD Assembly Models
Articolo
Data di Pubblicazione:
2022
Citazione:
Enhancing Product Semantics Understanding Through Automatic Part Type Recognition in CAD Assembly Models / Bonino, Brigida; Giannini, Franca; Monti, Marina; Raffaeli, Roberto. - In: COMPUTER-AIDED DESIGN AND APPLICATIONS. - ISSN 1686-4360. - 19:5(2022), pp. 896-912. [10.14733/cadaps.2022.896-912]
Abstract:
Focus of this work is the recognition of the standard parts contained in a CAD
assembly model, with the aim of enhancing the model semantics. Standard parts are components
typically used in mechanical industry, which have a specic engineering meaning and
follow international standards. In particular eight categories of standard parts are considered,
i.e. screws, nuts, O-ring, washers, circlips,keys, studs and pins. The provided algorithm relies
on the geometric and topological analysis of the CAD model parts. A part is assigned to one
of the categories if it satises the geometric requirements extracted for that specic category,
based on engineering knowledge and design rules. In addition, if a part is recognized
as standard part, besides the class of membership, further information is provided as result,
namely its engineering dimensions.
Tipologia CRIS:
Articolo su rivista
Keywords:
Assembly Semantics; CAD Model Processing; Part Classification; Standard Part Detection; Type Recognition;
Elenco autori:
Bonino, Brigida; Giannini, Franca; Monti, Marina; Raffaeli, Roberto
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