6.06 – Mathematical Modeling of Weld Phenomena, Part 2: Design of Experiments and Optimization

Olabi, A.G. and Alaswad, Abed and Benyounis, K. (2016) 6.06 – Mathematical Modeling of Weld Phenomena, Part 2: Design of Experiments and Optimization. In: Reference Module in Materials Science and Materials Engineering. Elsevier. ISBN 978-0-12-803581-8

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Abstract

The objective of this chapter is to give an essential presentation on the theory and practice of implementing modelling and optimization techniques to evaluate the welding process. This chapter includes comprehensive research works on the Design of Experiments (DoE.) The application of DoE, evolutionary algorithms, and computational network are widely used to develop a mathematical relationship between the welding process input parameters and the output variables of the weld joint in order to determine the welding input parameters that lead to the desired weld quality.

Item Type: Book Section
Uncontrolled Keywords: ANN; Design of experiments; Laser welding; Modeling; Optimization; Response surface methodology; Taguchi method; Welding
Subjects: H800 Chemical, Process and Energy Engineering
Divisions: Faculty of Computing, Engineering and the Built Environment
Faculty of Computing, Engineering and the Built Environment > School of Engineering and the Built Environment
Faculty of Computing, Engineering and the Built Environment > School of Engineering and the Built Environment > Advanced Design Engineering
UoA Collections > UoA15: General Engineering
Depositing User: $ Ian McDonald
Date Deposited: 15 Dec 2016 09:46
Last Modified: 15 Dec 2016 09:46
URI: http://www.open-access.bcu.ac.uk/id/eprint/3703

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