Application of Bbox-Behnken design with response surface to optimize ventilation system in underground shelter

Ventilation shaft is one of the effective elements in natural venti- lation for ensuring acceptable Indoor Air Quality (IAQ) and thermal comfort. It has been found that the opening of ventilation shaft plays a significant role in the ventilation efficiency of an underground shelter. In this study, w...

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Main Authors:	Mukhtar, Azfarizal, Yusoff, Mohd Zamri, Ng, Khai Ching, Mohamed Nasir, Mohamed Fariz
Format:	Article
Language:	English
Published:	Penerbit Akademia Baru 2018
Subjects:	TA329 Engineering mathematics. Engineering analysis
Online Access:	http://irep.iium.edu.my/72411/ http://irep.iium.edu.my/72411/ http://irep.iium.edu.my/72411/1/72411_Application%20of%20Box-Behnken%20Design.pdf

id	iium-72411
recordtype	eprints
spelling	iium-724112019-05-30T02:03:07Z http://irep.iium.edu.my/72411/ Application of Bbox-Behnken design with response surface to optimize ventilation system in underground shelter Mukhtar, Azfarizal Yusoff, Mohd Zamri Ng, Khai Ching Mohamed Nasir, Mohamed Fariz TA329 Engineering mathematics. Engineering analysis Ventilation shaft is one of the effective elements in natural venti- lation for ensuring acceptable Indoor Air Quality (IAQ) and thermal comfort. It has been found that the opening of ventilation shaft plays a significant role in the ventilation efficiency of an underground shelter. In this study, we aim to develop a predictive ventilation rate model for a naturally-ventilated un- derground shelter. Computational Fluid Dynamics (CFD) was employed as a simulation tool, where the result was validated with experimental data ob- tained from the previous literature. Goal Driven Optimization (GDO) was used for the optimization process by considering three geometrical factors and their effects on the objective function. From this study, it is found that the predicted response surface values agree well with the CFD values and hence the predictive model is reliable. Penerbit Akademia Baru 2018-12-12 Article PeerReviewed application/pdf en http://irep.iium.edu.my/72411/1/72411_Application%20of%20Box-Behnken%20Design.pdf Mukhtar, Azfarizal and Yusoff, Mohd Zamri and Ng, Khai Ching and Mohamed Nasir, Mohamed Fariz (2018) Application of Bbox-Behnken design with response surface to optimize ventilation system in underground shelter. Journal of Advanced Research in Fluid Mechanics and Thermal Sciences, 52 (2). pp. 161-173. ISSN 2289-7879 http://www.akademiabaru.com/doc/ARFMTSV52_N2_P161_173.pdf
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	TA329 Engineering mathematics. Engineering analysis
spellingShingle	TA329 Engineering mathematics. Engineering analysis Mukhtar, Azfarizal Yusoff, Mohd Zamri Ng, Khai Ching Mohamed Nasir, Mohamed Fariz Application of Bbox-Behnken design with response surface to optimize ventilation system in underground shelter
description	Ventilation shaft is one of the effective elements in natural venti- lation for ensuring acceptable Indoor Air Quality (IAQ) and thermal comfort. It has been found that the opening of ventilation shaft plays a significant role in the ventilation efficiency of an underground shelter. In this study, we aim to develop a predictive ventilation rate model for a naturally-ventilated un- derground shelter. Computational Fluid Dynamics (CFD) was employed as a simulation tool, where the result was validated with experimental data ob- tained from the previous literature. Goal Driven Optimization (GDO) was used for the optimization process by considering three geometrical factors and their effects on the objective function. From this study, it is found that the predicted response surface values agree well with the CFD values and hence the predictive model is reliable.
format	Article
author	Mukhtar, Azfarizal Yusoff, Mohd Zamri Ng, Khai Ching Mohamed Nasir, Mohamed Fariz
author_facet	Mukhtar, Azfarizal Yusoff, Mohd Zamri Ng, Khai Ching Mohamed Nasir, Mohamed Fariz
author_sort	Mukhtar, Azfarizal
title	Application of Bbox-Behnken design with response surface to optimize ventilation system in underground shelter
title_short	Application of Bbox-Behnken design with response surface to optimize ventilation system in underground shelter
title_full	Application of Bbox-Behnken design with response surface to optimize ventilation system in underground shelter
title_fullStr	Application of Bbox-Behnken design with response surface to optimize ventilation system in underground shelter
title_full_unstemmed	Application of Bbox-Behnken design with response surface to optimize ventilation system in underground shelter
title_sort	application of bbox-behnken design with response surface to optimize ventilation system in underground shelter
publisher	Penerbit Akademia Baru
publishDate	2018
url	http://irep.iium.edu.my/72411/ http://irep.iium.edu.my/72411/ http://irep.iium.edu.my/72411/1/72411_Application%20of%20Box-Behnken%20Design.pdf
first_indexed	2023-09-18T21:42:36Z
last_indexed	2023-09-18T21:42:36Z
_version_	1777413239972298752

Application of Bbox-Behnken design with response surface to optimize ventilation system in underground shelter

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