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An Optimization Study of a Customize...

Im, Ok-Kyun.

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An Optimization Study of a Customized Kinetic Facade System Using Regression Model.

Record Type:	Electronic resources : Monograph/item
Title/Author:	An Optimization Study of a Customized Kinetic Facade System Using Regression Model./
Author:	Im, Ok-Kyun.
Published:	Ann Arbor : ProQuest Dissertations & Theses, : 2021,
Description:	123 p.
Notes:	Source: Dissertations Abstracts International, Volume: 82-11, Section: B.
Contained By:	Dissertations Abstracts International82-11B.
Subject:	Architectural engineering. -
Online resource:	https://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=28492132
ISBN:	9798738623523

An Optimization Study of a Customized Kinetic Facade System Using Regression Model.
Im, Ok-Kyun.

An Optimization Study of a Customized Kinetic Facade System Using Regression Model. - Ann Arbor : ProQuest Dissertations & Theses, 2021 - 123 p.

Source: Dissertations Abstracts International, Volume: 82-11, Section: B.

Thesis (Ph.D.)--The University of North Carolina at Charlotte, 2021.

This item must not be sold to any third party vendors.

There has been a considerable interest in the development and installation of the building facade system using a dynamic motion which is called a kinetic facade system. Since the kinetic facade system can respond to the change of the external weather conditions, this can play a key role in saving building energy consumption and satisfying occupant's thermal and visual comforts. Although the building application of the kinetic facade systems continues to increase because of its benefits, the features of the kinetic system cause relatively high installation costs compared to a conventional fixed facade system.Therefore, evaluating a performance of the kinetic facade system in the early design stages is becoming more important. However, the current process for evaluating the performance using a simulation tool is complicated and time-consuming process because the dynamic motion of the kinetic system. It takes a significant amount of time due to the repetitive simulation process associated with complex geometry and dynamic movements. Therefore, most studies on kinetic performance have limitations in grasping the range of time related to performance and specificity of kinetic movement.Thus, this research suggested a prediction methodology using a regression model for a customized kinetic facade system. The regression model allowed user to compare the performance of the kinetic facade system without a simulation process. Also, it can be used to predict an optimal angle of a kinetic motion at a specific point in time.

ISBN: 9798738623523Subjects--Topical Terms:

3174102
Architectural engineering.
Subjects--Index Terms:

Kinetic facade

An Optimization Study of a Customized Kinetic Facade System Using Regression Model.
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100 1 $a Im, Ok-Kyun. $3 3559528
245 1 3 $a An Optimization Study of a Customized Kinetic Facade System Using Regression Model.
260 1 $a Ann Arbor : $b ProQuest Dissertations & Theses, $c 2021
300 $a 123 p.
500 $a Source: Dissertations Abstracts International, Volume: 82-11, Section: B.
500 $a Advisor: Kim, Kyoung hee.
502 $a Thesis (Ph.D.)--The University of North Carolina at Charlotte, 2021.
506 $a This item must not be sold to any third party vendors.
520 $a There has been a considerable interest in the development and installation of the building facade system using a dynamic motion which is called a kinetic facade system. Since the kinetic facade system can respond to the change of the external weather conditions, this can play a key role in saving building energy consumption and satisfying occupant's thermal and visual comforts. Although the building application of the kinetic facade systems continues to increase because of its benefits, the features of the kinetic system cause relatively high installation costs compared to a conventional fixed facade system.Therefore, evaluating a performance of the kinetic facade system in the early design stages is becoming more important. However, the current process for evaluating the performance using a simulation tool is complicated and time-consuming process because the dynamic motion of the kinetic system. It takes a significant amount of time due to the repetitive simulation process associated with complex geometry and dynamic movements. Therefore, most studies on kinetic performance have limitations in grasping the range of time related to performance and specificity of kinetic movement.Thus, this research suggested a prediction methodology using a regression model for a customized kinetic facade system. The regression model allowed user to compare the performance of the kinetic facade system without a simulation process. Also, it can be used to predict an optimal angle of a kinetic motion at a specific point in time.
590 $a School code: 0694.
650 4 $a Architectural engineering. $3 3174102
650 4 $a Environmental engineering. $3 548583
653 $a Kinetic facade
653 $a Multi-objective optimization
653 $a Performance simulation
653 $a Regression analysis
690 $a 0462
690 $a 0775
710 2 $a The University of North Carolina at Charlotte. $b Infrastructure & Environmental Systems. $3 3180175
773 0 $t Dissertations Abstracts International $g 82-11B.
790 $a 0694
791 $a Ph.D.
792 $a 2021
793 $a English
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