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.
GAUSSIAN PROCESS BASED APPROACH FOR AUTOMATIC KNOWLEDGE ACQUISITION
Breitsprecher ,T.; Kestel, P.; Dingfelder, C.; Wartzack ,S.
Type:
Year:
2014
Editor:
Marjanovic Dorian, Storga Mario, Pavkovic Neven, Bojcetic Nenad
Author:
Series:
DESIGN
Section:
DESIGN INFORMATION AND KNOWLEDGE
Page(s):
1733-1740
Abstract:
New manufacturing processes like sheet-bulk metal forming offer a high degree of freedom to the design engineer, because complex features elements (teeth, grooves, etc.) can be manufactured, that were not realizable before or only at high costs. In order to make use of this new design freedom the design engineer can be assisted by knowledge based systems, whereas the knowledge acquisition is the most crucial step in the development of a KBE-system. This paper presents a Gaussian process based approach for automatic acquisition of design-relevant and manufacturing related knowledge.
Keywords:
