Knowledge Graph of Design Rules for a Context-Aware Cognitive Design Assistant
TypeArticles dans des revues avec comité de lecture
[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.
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HUET, Armand; VERON, Philippe; SEGONDS, Frédéric; PINQUIE, Romain; FAU, Victor (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] ...
HUET, Armand; PINQUIÉ, Romain; VÉRON, Philippe; MALLET, Antoine; SEGONDS, Frédéric (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 ...
HUET, Armand; PINQUIÉ, Romain; VÉRON, Philippe; MALLET, Antoine; SEGONDS, Frédéric (Elsevier BV, 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 ...
PINQUIE, Romain; VERON, Philippe; SEGONDS, Frédéric; COUE, Nicolas (Springer International Publishing, 2015)With the fastidiously ever-increasing complexity of systems, the relentless, massive customisation of products and the mushrooming accumulation of legal documents (standards, policies and laws), we can observe a significant ...
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