Optimization Techniques in Material Processing

Abed Alaswad, K.Y. Benyounis, A.G. Olabi

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

Abstract

The objective of this chapter is to give an essential presentation on the theory and practice of implementing modeling and optimization techniques to evaluate different manufacturing process for a wide range of materials. This chapter includes comprehensive research works on the Design of Experiments (DoE), and the Artificial Neural Network (ANN) that is widely used to develop a mathematical relationship between the process input parameters and the output.

Original languageEnglish
Title of host publicationReference Module in Materials Science and Materials Engineering
PublisherElsevier
ISBN (Print)978-0-12-803581-8
DOIs
Publication statusPublished - 30 Nov 2015

Fingerprint

Design of experiments
Neural networks
Processing

Cite this

Alaswad, A., Benyounis, K. Y., & Olabi, A. G. (2015). Optimization Techniques in Material Processing. In Reference Module in Materials Science and Materials Engineering Elsevier. https://doi.org/10.1016/B978-0-12-803581-8.04004-2
Alaswad, Abed ; Benyounis, K.Y. ; Olabi, A.G. / Optimization Techniques in Material Processing. Reference Module in Materials Science and Materials Engineering. Elsevier, 2015.
@inbook{7c68d5ae0f834d87bdc0c362e878ed5e,
title = "Optimization Techniques in Material Processing",
abstract = "The objective of this chapter is to give an essential presentation on the theory and practice of implementing modeling and optimization techniques to evaluate different manufacturing process for a wide range of materials. This chapter includes comprehensive research works on the Design of Experiments (DoE), and the Artificial Neural Network (ANN) that is widely used to develop a mathematical relationship between the process input parameters and the output.",
author = "Abed Alaswad and K.Y. Benyounis and A.G. Olabi",
year = "2015",
month = "11",
day = "30",
doi = "10.1016/B978-0-12-803581-8.04004-2",
language = "English",
isbn = "978-0-12-803581-8",
booktitle = "Reference Module in Materials Science and Materials Engineering",
publisher = "Elsevier",
address = "Netherlands",

}

Alaswad, A, Benyounis, KY & Olabi, AG 2015, Optimization Techniques in Material Processing. in Reference Module in Materials Science and Materials Engineering. Elsevier. https://doi.org/10.1016/B978-0-12-803581-8.04004-2

Optimization Techniques in Material Processing. / Alaswad, Abed; Benyounis, K.Y.; Olabi, A.G.

Reference Module in Materials Science and Materials Engineering. Elsevier, 2015.

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

TY - CHAP

T1 - Optimization Techniques in Material Processing

AU - Alaswad, Abed

AU - Benyounis, K.Y.

AU - Olabi, A.G.

PY - 2015/11/30

Y1 - 2015/11/30

N2 - The objective of this chapter is to give an essential presentation on the theory and practice of implementing modeling and optimization techniques to evaluate different manufacturing process for a wide range of materials. This chapter includes comprehensive research works on the Design of Experiments (DoE), and the Artificial Neural Network (ANN) that is widely used to develop a mathematical relationship between the process input parameters and the output.

AB - The objective of this chapter is to give an essential presentation on the theory and practice of implementing modeling and optimization techniques to evaluate different manufacturing process for a wide range of materials. This chapter includes comprehensive research works on the Design of Experiments (DoE), and the Artificial Neural Network (ANN) that is widely used to develop a mathematical relationship between the process input parameters and the output.

UR - https://www.sciencedirect.com/science/article/pii/B9780128035818040042

U2 - 10.1016/B978-0-12-803581-8.04004-2

DO - 10.1016/B978-0-12-803581-8.04004-2

M3 - Chapter (peer-reviewed)

SN - 978-0-12-803581-8

BT - Reference Module in Materials Science and Materials Engineering

PB - Elsevier

ER -

Alaswad A, Benyounis KY, Olabi AG. Optimization Techniques in Material Processing. In Reference Module in Materials Science and Materials Engineering. Elsevier. 2015 https://doi.org/10.1016/B978-0-12-803581-8.04004-2