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OPTIMIZATION OF A CRUDE DISTILLATION UNIT USING PARAMETRIC DESIGN OF TAGUCHI AND RESPONSE SURFACE METHODS

This research work proposes a systematic procedure for determining and reducing the number of decision variables in the case of operational optimization of a crude distillation unit (CDU). The proposed procedure is based on the parametric design of the Taguchi and response surface methods. The Ta...

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Main Author: ALI, SYED FAIZAN
Format: Thesis
Language:English
Published: 2014
Subjects:
TP Chemical technology
Online Access:http://utpedia.utp.edu.my/id/eprint/21942/1/2013%20-CHEMICAL%20-%20OPTIMIZATION%20OF%20A%20CRUDE%20DISTILLATION%20UNIT%20USING%20PARAMETRIC%20DESIGN%20OF%20TAGUCHI%20AND%20RESPONSE%20SURFACE%20METHODS%20-%20SYED%20FAIZAN%20ALI%20-%20MASTER.pdf
http://utpedia.utp.edu.my/id/eprint/21942/
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spelling oai:utpedia.utp.edu.my:219422024-07-24T01:10:43Z http://utpedia.utp.edu.my/id/eprint/21942/ OPTIMIZATION OF A CRUDE DISTILLATION UNIT USING PARAMETRIC DESIGN OF TAGUCHI AND RESPONSE SURFACE METHODS ALI, SYED FAIZAN TP Chemical technology This research work proposes a systematic procedure for determining and reducing the number of decision variables in the case of operational optimization of a crude distillation unit (CDU). The proposed procedure is based on the parametric design of the Taguchi and response surface methods. The Taguchi method quantifies the significance of variables based on their contribution factors. Variables with more than 90% contribution factors are selected and validated with the response surface method. A sequential quadratic programming (SQP) algorithm is then employed to optimize a profit function based onthereduced number of decision variables. 2014-07 Thesis NonPeerReviewed application/pdf en http://utpedia.utp.edu.my/id/eprint/21942/1/2013%20-CHEMICAL%20-%20OPTIMIZATION%20OF%20A%20CRUDE%20DISTILLATION%20UNIT%20USING%20PARAMETRIC%20DESIGN%20OF%20TAGUCHI%20AND%20RESPONSE%20SURFACE%20METHODS%20-%20SYED%20FAIZAN%20ALI%20-%20MASTER.pdf ALI, SYED FAIZAN (2014) OPTIMIZATION OF A CRUDE DISTILLATION UNIT USING PARAMETRIC DESIGN OF TAGUCHI AND RESPONSE SURFACE METHODS. Masters thesis, UTP.
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Electronic and Digitized Intellectual Asset
url_provider http://utpedia.utp.edu.my/
language English
topic TP Chemical technology
spellingShingle TP Chemical technology
ALI, SYED FAIZAN
OPTIMIZATION OF A CRUDE DISTILLATION UNIT USING PARAMETRIC DESIGN OF TAGUCHI AND RESPONSE SURFACE METHODS
description This research work proposes a systematic procedure for determining and reducing the number of decision variables in the case of operational optimization of a crude distillation unit (CDU). The proposed procedure is based on the parametric design of the Taguchi and response surface methods. The Taguchi method quantifies the significance of variables based on their contribution factors. Variables with more than 90% contribution factors are selected and validated with the response surface method. A sequential quadratic programming (SQP) algorithm is then employed to optimize a profit function based onthereduced number of decision variables.
format Thesis
author ALI, SYED FAIZAN
author_facet ALI, SYED FAIZAN
author_sort ALI, SYED FAIZAN
title OPTIMIZATION OF A CRUDE DISTILLATION UNIT USING PARAMETRIC DESIGN OF TAGUCHI AND RESPONSE SURFACE METHODS
title_short OPTIMIZATION OF A CRUDE DISTILLATION UNIT USING PARAMETRIC DESIGN OF TAGUCHI AND RESPONSE SURFACE METHODS
title_full OPTIMIZATION OF A CRUDE DISTILLATION UNIT USING PARAMETRIC DESIGN OF TAGUCHI AND RESPONSE SURFACE METHODS
title_fullStr OPTIMIZATION OF A CRUDE DISTILLATION UNIT USING PARAMETRIC DESIGN OF TAGUCHI AND RESPONSE SURFACE METHODS
title_full_unstemmed OPTIMIZATION OF A CRUDE DISTILLATION UNIT USING PARAMETRIC DESIGN OF TAGUCHI AND RESPONSE SURFACE METHODS
title_sort optimization of a crude distillation unit using parametric design of taguchi and response surface methods
publishDate 2014
url http://utpedia.utp.edu.my/id/eprint/21942/1/2013%20-CHEMICAL%20-%20OPTIMIZATION%20OF%20A%20CRUDE%20DISTILLATION%20UNIT%20USING%20PARAMETRIC%20DESIGN%20OF%20TAGUCHI%20AND%20RESPONSE%20SURFACE%20METHODS%20-%20SYED%20FAIZAN%20ALI%20-%20MASTER.pdf
http://utpedia.utp.edu.my/id/eprint/21942/
_version_ 1805891057566613504
score 13.214268

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