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2013 | OriginalPaper | Chapter

Feature Transformation from Configuration of Open-Loop Mechanisms into Linkages with a Case Study

Authors : Abiy Wubneh, C. K. Au, Y.-S. Ma

Published in: Semantic Modeling and Interoperability in Product and Process Engineering

Publisher: Springer London

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Abstract

This chapter proposes a method for feature synthesis of mechanisms and manipulators from user specifications based on a hybrid approach employing both neural network and optimization techniques. The typical mechanism design modeling problem with the lack of solution convergence observed in optimization is addressed by using a neural network method to generate reliable initial solutions. This chapter also discusses a module by which the validation of prescribed precision configuration points is evaluated.

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Metadata
Title
Feature Transformation from Configuration of Open-Loop Mechanisms into Linkages with a Case Study
Authors
Abiy Wubneh
C. K. Au
Y.-S. Ma
Copyright Year
2013
Publisher
Springer London
DOI
https://doi.org/10.1007/978-1-4471-5073-2_9