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Knowledge Graph of Design Rules for a Context-Aware Cognitive Design Assistant

Article dans une revue avec comité de lecture
Auteur
HUET, Armand
PINQUIE, Romain
1043141 Conception collaborative [G-SCOP_CC]
FAU, Victor
244560 Capgemini [Toulouse]
ccSEGONDS, Frederic
127758 Laboratoire Conception de Produits et Innovation [LCPI]
ccVERON, Philippe
543315 Laboratoire d’Ingénierie des Systèmes Physiques et Numériques [LISPEN]

URI
http://hdl.handle.net/10985/19581
DOI
10.1007/978-3-030-62807-9_27
Date
2020
Journal
IFIP Advances in Information and Communication Technology

Résumé

[Context] The design of a system shall comply with many design rules that help industrial designers to create high quality design in an efficient way. Nowadays, design rules try to consider all product lifecycle’s phases leading to an ever-increasing growth. This context makes the management of design rules a difficult but essential task. This is why many research and industrial works try to automate this task [1, 3, 4]. [Problem] The processing of design rules, which are natural language sentences stored in unstructured documents, requires expert software. Moreover, existing tools interrupt the design workflow and slow down the design process. [Proposition] We propose a Context-Aware Cognitive Design Assistant (CACDA) to support designers who have to satisfy some design rules among “Big Data”. First, we describe the CACDA from the user’s perspective. Second, we detail the process for modelling unstructured design rules into a com-putable knowledge graph that will feed the cognitive design assistant. [Future Work] Once our knowledge graph of design rules will be operational, we will concentrate on its processing to retrieve, recommend, and verify design rules. Experiments will also help to determine pros and cons of the design assistant.

Fichier(s) constituant cette publication

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LCPI_PLM_2020_HUET.pdf
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1.271Mo
Format:
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Description:
Article
Fin d'embargo:
2021-05-10
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Cette publication figure dans le(s) laboratoire(s) suivant(s)

  • Laboratoire Conception de Produits et Innovation (LCPI)
  • Laboratoire d’Ingénierie des Systèmes Physiques Et Numériques (LISPEN)

Documents liés

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

  • Design rules application in manufacturing industries: a state of the art survey and proposal of a context-aware approach 
    Article dans une revue avec comité de lecture
    HUET, Armand; PINQUIE, Romain; ccSEGONDS, Frederic; FAU, Victor; ccVERON, Philippe (Springer Science and Business Media LLC, 2022)
    [Context] In manufacturing industries, the design of a product needs to com-ply with many design rules. These rules are essentials as they help industrial designers to create high quality designs in an efficient way. ...
  • Design rules management, state of the art analyze and proposal of a context-aware approach 
    Communication avec acte
    HUET, Armand; PINQUIE, Romain; FAU, Victor; ccSEGONDS, Frederic; ccVERON, Philippe (Proceedings of JCM'20, 2020)
    In manufacturing industries, the design of a product needs to comply with many design rules. These rules are essentials as they help industrial designers to create high quality conception in an efficient way. [Problem] ...
  • Context-aware cognitive design assistant: Implementation and study of design rules recommendations 
    Article dans une revue avec comité de lecture
    HUET, Armand; PINQUIE, Romain; GUEGAN, Jerôme; MALLET, Antoine; ccSEGONDS, Frederic; ccVERON, Philippe (Elsevier BV, 2021)
    Design rules are an essential interface to facilitate the information exchange between designers and experts. Despite many innovations in Knowledge-Based Engineering and Knowledge Management, unstructured design rules ...
  • CACDA: A knowledge graph for a context-aware cognitive design assistant 
    Article dans une revue avec comité de lecture
    HUET, Armand; PINQUIÉ, Romain; VÉRON, Philippe; MALLET, Antoine; ccSEGONDS, Frederic (Elsevier, 2021)
    The design of complex engineered systems highly relies on a laborious zigzagging between computer-aided design (CAD) software and design rules prescribed by design manuals. Despite the emergence ofknowledge management ...
  • CACDA: A knowledge graph for a context-aware cognitive design assistant 
    Article dans une revue avec comité de lecture
    HUET, Armand; PINQUIÉ, Romain; VÉRON, Philippe; MALLET, Antoine; ccSEGONDS, Frederic (Elsevier, 2021)
    The design of complex engineered systems highly relies on a laborious zigzagging between computer-aided design (CAD) software and design rules prescribed by design manuals. Despite the emergence of knowledge management ...

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