Knowledge Base Repository
In addition to research papers, the Design Society is developing several valuable resources for those interested in the study of design. These include a repository of PhD theses, a library of case studies and transcripts of design activities, and an archive of our newsletters. Please note that these resources are accessible exclusively to Design Society members.
A KNOWLEDGE-BASED SYSTEM FOR NUMERICAL DESIGN OF EXPERIMENTS
Blondet, G.; Le Duigou, J.; Boudaoud, N.
Type:
Year:
2016
Editor:
Marjanovic Dorian, Storga Mario, Pavkovic Neven, Bojcetic Nenad, Skec Stanko
Author:
Series:
DESIGN
Section:
DESIGN INFORMATION AND KNOWLEDGE
Page(s):
1997-2006
Abstract:
Numerical Designs of Experiments (DoE) can be used in a simulation process for optimization or metamodelling. A DoE may be costly, and methods are used to reduce its computational cost, as adaptive DoE. They are efficient but complex to be configured and controlled. The time saved by using these methods may be lost for the configuration step. A knowledge based-system is proposed to capitalize and reuse each DoE process configuration. An inference methodology, combining bayesian network and artificial neural network, is proposed. This system proposes improved configurations to the designer.
Keywords:
