Development of gas density measurement model (tank) based on principal component analysis (PCA) technique

The real importance of controlling gas density is based on the fact that it contributes significantly to the composition of the gas being controlled. Even with small variations can cause significant process upsets if not adequately controlled due to changing in composition. This research purposely t...

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Main Author:	Wan Mohd Hidayat, Wan Abdullah
Format:	Undergraduates Project Papers
Language:	English
Published:	2006
Subjects:	TA Engineering (General). Civil engineering (General)
Online Access:	http://umpir.ump.edu.my/id/eprint/545/ http://umpir.ump.edu.my/id/eprint/545/ http://umpir.ump.edu.my/id/eprint/545/1/Wan_Mohd_Hidayat_Bin_Wan_Abdullah.pdf

id	ump-545
recordtype	eprints
spelling	ump-5452015-03-03T06:04:03Z http://umpir.ump.edu.my/id/eprint/545/ Development of gas density measurement model (tank) based on principal component analysis (PCA) technique Wan Mohd Hidayat, Wan Abdullah TA Engineering (General). Civil engineering (General) The real importance of controlling gas density is based on the fact that it contributes significantly to the composition of the gas being controlled. Even with small variations can cause significant process upsets if not adequately controlled due to changing in composition. This research purposely to develop a model of gas density measurement as the process instrument nowadays hardly to correlate simultaneously the input variables to the output variables. In this respect, density is known as output whereby it depends on other variables (input) which are pressure and temperature of the given process. In other words, all variables which can be directly measured and contribute to the primary variables are known as 'secondary variables'. Thus, the Principal Component Analysis (PCA) approach is used plus the MATLAB programming to ensure the gas density measurement model is valid as the real process. At the end of this research, the developed model can be used to identify the best configurations of inputs variables in producing the specified output that intended. The best outcome is the effect of temperature and pressure to the density is very significant as the relationships between those variables are proportional to each other. 2006-11 Undergraduates Project Papers NonPeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/545/1/Wan_Mohd_Hidayat_Bin_Wan_Abdullah.pdf Wan Mohd Hidayat, Wan Abdullah (2006) Development of gas density measurement model (tank) based on principal component analysis (PCA) technique. Faculty of Chemical & Natural Resources Engineering, Universiti Malaysia Pahang. http://iportal.ump.edu.my/lib/item?id=chamo:18741&theme=UMP2
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	TA Engineering (General). Civil engineering (General)
spellingShingle	TA Engineering (General). Civil engineering (General) Wan Mohd Hidayat, Wan Abdullah Development of gas density measurement model (tank) based on principal component analysis (PCA) technique
description	The real importance of controlling gas density is based on the fact that it contributes significantly to the composition of the gas being controlled. Even with small variations can cause significant process upsets if not adequately controlled due to changing in composition. This research purposely to develop a model of gas density measurement as the process instrument nowadays hardly to correlate simultaneously the input variables to the output variables. In this respect, density is known as output whereby it depends on other variables (input) which are pressure and temperature of the given process. In other words, all variables which can be directly measured and contribute to the primary variables are known as 'secondary variables'. Thus, the Principal Component Analysis (PCA) approach is used plus the MATLAB programming to ensure the gas density measurement model is valid as the real process. At the end of this research, the developed model can be used to identify the best configurations of inputs variables in producing the specified output that intended. The best outcome is the effect of temperature and pressure to the density is very significant as the relationships between those variables are proportional to each other.
format	Undergraduates Project Papers
author	Wan Mohd Hidayat, Wan Abdullah
author_facet	Wan Mohd Hidayat, Wan Abdullah
author_sort	Wan Mohd Hidayat, Wan Abdullah
title	Development of gas density measurement model (tank) based on principal component analysis (PCA) technique
title_short	Development of gas density measurement model (tank) based on principal component analysis (PCA) technique
title_full	Development of gas density measurement model (tank) based on principal component analysis (PCA) technique
title_fullStr	Development of gas density measurement model (tank) based on principal component analysis (PCA) technique
title_full_unstemmed	Development of gas density measurement model (tank) based on principal component analysis (PCA) technique
title_sort	development of gas density measurement model (tank) based on principal component analysis (pca) technique
publishDate	2006
url	http://umpir.ump.edu.my/id/eprint/545/ http://umpir.ump.edu.my/id/eprint/545/ http://umpir.ump.edu.my/id/eprint/545/1/Wan_Mohd_Hidayat_Bin_Wan_Abdullah.pdf
first_indexed	2023-09-18T21:52:52Z
last_indexed	2023-09-18T21:52:52Z
_version_	1777413885921329152

Development of gas density measurement model (tank) based on principal component analysis (PCA) technique

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