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Knowledge-Based Modeling of Manufacturing Aspects in Structural Optimization Problems

Journal Advanced Materials Research (Volume 43)
Volume Flexible Manufacture of Lightweight Frame Structures
Edited by Klaus Weinert, Jürgen Fleischer, A. Erman Tekkaya, Michael Zäh, and Marco Schikorra
Pages 111-122
DOI 10.4028/www.scientific.net/AMR.43.111
Citation Martin Huber et al., 2008, Advanced Materials Research, 43, 111
Online since April, 2008
Authors Martin Huber, Ö. Petersson, H. Baier
Keywords Fuzzy Knowledge, Genetic Algorithm (GA), Manufacturing Constraints, Optimisation Design, Reinforced Aluminum Profiles
Abstract

In this paper we present a method for the multidisciplinary optimization of structures including qualitative expert knowledge. In addition to multi objective and discrete tasks, which are solved with a genetic algorithm, mainly expert knowledge and experience is available for certain influences in early design stages. Fuzzy Rule Based Systems (FRBS) provide a powerful tool to model such influences via qualitative human knowledge. Based on this idea, a method for building qualitative, knowledge based models has been developed at the institute and enhanced. As an example, structural components constructed from composite aluminum profiles with embedded continuous reinforcing elements have been optimized.

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