Visualization of indoor thermal environment on mobile devices based on augmented reality and computational fluid dynamics.
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| Title: | Visualization of indoor thermal environment on mobile devices based on augmented reality and computational fluid dynamics. |
|---|---|
| Authors: | Lin, Jia-Rui1 (AUTHOR) lin611@tsinghua.edu.cn, Cao, Jun1 (AUTHOR), Zhang, Jian-Ping1 (AUTHOR), van Treeck, Christoph1 (AUTHOR), Frisch, Jérôme1 (AUTHOR) |
| Source: | Automation in Construction. Jul2019, Vol. 103, p26-40. 15p. |
| Subjects: | Computational fluid dynamics, Augmented reality, Data conversion, Data compression, Source code |
| Abstract: | Abstract Augmented reality (AR) based visualization of computational fluid dynamics (CFD) simulation on mobile devices is important for the understanding and discussion of indoor thermal environments in the design process. However, utilizing AR-based mobile device for indoor thermal environment understanding still encounters problems due to limited computational power and lack of efficient interaction methods. To improve the performance of AR-based CFD visualization on a mobile device and provide the users with intuitive interaction with indoor environment, an integrated approach based on client-server framework is established. Within the approach, a new mobile friendly data format (cfd4a) with low computational complexity is proposed for CFD simulation results representation. Server-side data pre-processing method is also introduced to reduce the computational power and time needed on the client side. Furthermore, interactive section view selection and time-step animation methods are proposed for intuitive interaction with the AR environment. Then, a prototype system is developed with Unity3D engine and Tango Tablet. Demonstration in some typical scenarios shows that the proposed method and prototype system provide an intuitive and fluent AR-based environment for interactive indoor thermal environment visualization. Comparing to the widely used vtk format, a data compression ratio of 63.4% and a loading time saving ratio of 89.3% are achieved in the performance test with the proposed method. The proposed approach also shows good flexibility and extensibility in supporting different AR devices through exposing standard web services and utilizing the widely used Unity3D engine. Source code of the developed prototype and relevant testing data are also shared through github, enabling other researchers to compare our work with theirs. It is also suggested that stability of AR-based mobile devices, new interaction methods and integration with cloud computing still need further investigation and improvement. Highlights • This paper proposes an integrated approach to AR-based CFD visualization of indoor thermal environment on mobile devices. • A mobile-friendly data format, data conversion algorithms, RESTful service, and new interaction methods are introduced. • A data compression ratio of 63.4% and a loading time saving ratio of 89.3% are achieved with the proposed method. • It is flexible to integrate other AR devices based on the proposed approach and opened source code and data. [ABSTRACT FROM AUTHOR] |
| Copyright of Automation in Construction is the property of Elsevier B.V. and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Database: | Engineering Source |
| FullText | Text: Availability: 0 |
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| Header | DbId: egs DbLabel: Engineering Source An: 135913537 AccessLevel: 6 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Visualization of indoor thermal environment on mobile devices based on augmented reality and computational fluid dynamics. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Lin%2C+Jia-Rui%22">Lin, Jia-Rui</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> lin611@tsinghua.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Cao%2C+Jun%22">Cao, Jun</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Zhang%2C+Jian-Ping%22">Zhang, Jian-Ping</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22van+Treeck%2C+Christoph%22">van Treeck, Christoph</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Frisch%2C+Jérôme%22">Frisch, Jérôme</searchLink><relatesTo>1</relatesTo> (AUTHOR) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Automation+in+Construction%22">Automation in Construction</searchLink>. Jul2019, Vol. 103, p26-40. 15p. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Computational+fluid+dynamics%22">Computational fluid dynamics</searchLink><br /><searchLink fieldCode="DE" term="%22Augmented+reality%22">Augmented reality</searchLink><br /><searchLink fieldCode="DE" term="%22Data+conversion%22">Data conversion</searchLink><br /><searchLink fieldCode="DE" term="%22Data+compression%22">Data compression</searchLink><br /><searchLink fieldCode="DE" term="%22Source+code%22">Source code</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: Abstract Augmented reality (AR) based visualization of computational fluid dynamics (CFD) simulation on mobile devices is important for the understanding and discussion of indoor thermal environments in the design process. However, utilizing AR-based mobile device for indoor thermal environment understanding still encounters problems due to limited computational power and lack of efficient interaction methods. To improve the performance of AR-based CFD visualization on a mobile device and provide the users with intuitive interaction with indoor environment, an integrated approach based on client-server framework is established. Within the approach, a new mobile friendly data format (cfd4a) with low computational complexity is proposed for CFD simulation results representation. Server-side data pre-processing method is also introduced to reduce the computational power and time needed on the client side. Furthermore, interactive section view selection and time-step animation methods are proposed for intuitive interaction with the AR environment. Then, a prototype system is developed with Unity3D engine and Tango Tablet. Demonstration in some typical scenarios shows that the proposed method and prototype system provide an intuitive and fluent AR-based environment for interactive indoor thermal environment visualization. Comparing to the widely used vtk format, a data compression ratio of 63.4% and a loading time saving ratio of 89.3% are achieved in the performance test with the proposed method. The proposed approach also shows good flexibility and extensibility in supporting different AR devices through exposing standard web services and utilizing the widely used Unity3D engine. Source code of the developed prototype and relevant testing data are also shared through github, enabling other researchers to compare our work with theirs. It is also suggested that stability of AR-based mobile devices, new interaction methods and integration with cloud computing still need further investigation and improvement. Highlights • This paper proposes an integrated approach to AR-based CFD visualization of indoor thermal environment on mobile devices. • A mobile-friendly data format, data conversion algorithms, RESTful service, and new interaction methods are introduced. • A data compression ratio of 63.4% and a loading time saving ratio of 89.3% are achieved with the proposed method. • It is flexible to integrate other AR devices based on the proposed approach and opened source code and data. [ABSTRACT FROM AUTHOR] – Name: AbstractSuppliedCopyright Label: Group: Ab Data: <i>Copyright of Automation in Construction is the property of Elsevier B.V. and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1016/j.autcon.2019.02.007 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 15 StartPage: 26 Subjects: – SubjectFull: Computational fluid dynamics Type: general – SubjectFull: Augmented reality Type: general – SubjectFull: Data conversion Type: general – SubjectFull: Data compression Type: general – SubjectFull: Source code Type: general Titles: – TitleFull: Visualization of indoor thermal environment on mobile devices based on augmented reality and computational fluid dynamics. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Lin, Jia-Rui – PersonEntity: Name: NameFull: Cao, Jun – PersonEntity: Name: NameFull: Zhang, Jian-Ping – PersonEntity: Name: NameFull: van Treeck, Christoph – PersonEntity: Name: NameFull: Frisch, Jérôme IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 07 Text: Jul2019 Type: published Y: 2019 Identifiers: – Type: issn-print Value: 09265805 Numbering: – Type: volume Value: 103 Titles: – TitleFull: Automation in Construction Type: main |
| ResultId | 1 |
