Journal ArticleDOI
Task categorisation for identification of design automation opportunities
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TLDR
A means to foster the transition of academic methods to industrial practice through a comprehensible and comprehensive design automation task categorisation that allows practitioners to grasp the opportunities state-of-the-art design automation offers.Abstract:
Engineering design automation has been an active field of research and application for more than five decades. Despite a multitude of available methods stemming from research fields such as Knowled...read more
Citations
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Towards integrated performance-driven generative design tools
TL;DR: In this paper, a preliminary integration of a generative structural design system, eifForm, and an associative modeling system, Generative Components, through the use of XML models is described.
Journal ArticleDOI
Computational design synthesis of additive manufactured multi-flow nozzles
Manuel Biedermann,Mirko Meboldt +1 more
TL;DR: In this article, the authors present a computational design synthesis framework to automate the design of complex-shaped multi-flow nozzles, which can be used as building blocks to generate 3D part geometries.
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A top-down method for the derivation of metrics for the assessment of design automation potential
TL;DR: This research proposes a top-down method for the derivation of metrics for the potential estimation of design automation impact in practice, which builds on collaborative workshops that focus on design process modelling, value stream mapping and failure mode effects analysis.
Journal ArticleDOI
Reinforcement Learning for Engineering Design Automation
Fabian Dworschak,Sebastian Dietze,Maximilian Rudolf Albrecht Wittmann,Benjamin Schleich,Sandro Wartzack +4 more
TL;DR: In this article , the feasibility, training effort and transferability of reinforcement learning in engineering design are investigated. But the authors focus on the transferability and feasibility of Reinforcement Learning in related design tasks.
References
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Book
Product Design and Development
TL;DR: This paper presents a meta-modelling framework for modeling uncertainty in the value of money and the net present value technique, and some examples show how this framework can be applied to product development economics.
Book
Engineering Design: A Systematic Approach
TL;DR: The second edition of Pahl & Beitz as mentioned in this paper is a key text in engineering design, which has established itself as a key document in the field of engineering design and has been widely used in the literature.
Book
Design Structure Matrix Methods and Applications
TL;DR: Design Structure Matrix (DSM) as mentioned in this paper is a straightforward and flexible modeling technique that can be used for designing, developing, and managing complex systems, which can be applied to complex issues in health care management, financial systems, public policy, natural sciences, and social systems.
Journal ArticleDOI
The evolution, challenges, and future of knowledge representation in product design systems
Senthil Chandrasegaran,Karthik Ramani,Ram D. Sriram,Imre Horváth,Alain Bernard,Ramy Harik,Wei Gao +6 more
TL;DR: The goal of this paper is to review both the understanding of the field and the support tools that exist for the purpose, and identify the trends and possible directions research can evolve in the future.
Posted Content
Design Structure Matrix Methods and Applications
TL;DR: Design structure matrix (DSM) is a straightforward and flexible modeling technique that can be used for designing, developing, and managing complex systems as mentioned in this paper, which can be applied to complex issues in health care management, financial systems, public policy, natural sciences, and social systems.
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