Cognitive, collaborative, conceptual and creative — Four characteristics of the next generation of knowledge-based CAD systems: A study in biologically inspired design

Ashok K. Goel, Swaroop Vattam, Bryan Wiltgen, Michael Helms
2012 Computer-Aided Design  
Keywords: AI in design Biologically inspired design Biomimcry Bionics Conceptual design Collaborative design Creative design Design cognition Computer-aided design Knowledge-based design a b s t r a c t We envision that the next generation of knowledge-based CAD systems will be characterized by four features: they will be based on cognitive accounts of design, and they will support collaborative design, conceptual design, and creative design. In this paper, we first analyze these four
more » ... of CAD. We then report on a study in the design, development and deployment of a knowledge-based CAD system for supporting biologically inspired design that illustrates these four characteristics. This system, called DANE for Design by Analogy to Nature Engine, provides access to functional models of biological systems. Initial results from in situ deployment of DANE in a senior-level interdisciplinary class on biologically inspired design indicates its usefulness in helping designers conceptualize design of complex systems, thus promising enough to motivate continued work on knowledge-based CAD for biologically inspired design. More importantly from our perspective, DANE illustrates how cognitive studies of design can inform the development of CAD systems for collaborative, conceptual, and creative design, help assess their use in practice, and provide new insights into human interaction with knowledge-based CAD systems. Published by Elsevier Ltd
doi:10.1016/j.cad.2011.03.010 fatcat:zsp6fhu7nfe6xmmie77i75uvqm