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Kwok, Helen H.L.. An automatic translation framework based on ontology to building energy models. (). King Mongkut's University of Technology North Bangkok. Central Library. : , 2023.
An automatic translation framework based on ontology to building energy models
Name: Wu, Zhaoji
Organization :
The Hong Kong University of Science and Technology. Department of Civil and Environmental Engineering
Email :
zwubz@connect.ust.hk
Name: Cheng, Jack C.P.
Organization :
The Hong Kong University of Science and Technology. Department of Civil and Environmental Engineering
Email :
cejcheng@ust.hk
Name: Wang, Zhe
Organization :
The Hong Kong University of Science and Technology. Department of Civil and Environmental Engineering
Email :
cezhewang@ust.hk
Name: Kwok, Helen H.L.
Organization :
The Hong Kong University of Science and Technology. Institute for the Environment
Email :
hlkwokab@connect.ust.hk
keyword:
Building energy modeling
LCSH:
Ontology
Abstract:
Under the trend of carbon neutrality, building energy is being paid more attention to in recent years.
Building Energy Modeling (BEM) is a powerful and essential tool that assists building designers and managers to
predict and manage building energy performance. Manually collecting data related to BEM from various sources
is time- and expertise-demanding. Building Information Modeling (BIM) facilitates automatic BEM by the
integration of multiple data, but recent studies showed that the seamless transfer of BIM to BEM has not been
fully achieved. Ontology-based approaches provide another feasible solution to automatic BEM. Previously, we
proposed an ontology model for BEM which can integrate data for BEM from key data domains, i.e., weather,
building, internal heat gain and Heating, Ventilation, and Air-conditioning (HVAC) system. Automatic thermal
zoning can be conducted via cross-domain reasoning based on the ontology model. However, to fully achieve
automatic BEM, translation from the ontology model to the building energy model is needed. In this study, we
propose an automatic ontology-to-BEM translation framework using instance-based mapping, dynamic data
conversion and template-based configuration file generation. By the instance-based method, fields between the
two different models can be identified and mapped at the entity level and the property level. By the dynamic data
conversion algorithm, temporally-changing data can be retrieved from original databases based on the information
provided by the ontology model, and the data can be automatically written to BEM configuration files. By the
template-based configuration file generation workflow, the completeness of the BEM model is ensured. One floor
of a campus building was selected as an illustrative example of the framework. The results showed that the
proposed framework could automatically generate the building energy model while reducing the modeling time
by over 99% with consistency of the manually dedicated modeling
King Mongkut's University of Technology North Bangkok. Central Library
Address:
BANGKOK
Email:
library@kmutnb.ac.th
Created:
2023
Modified:
2024-04-01
Issued:
2024-04-01
บทความ/Article
application/pdf
BibliograpyCitation :
In Chulalongkorn University. 5th International Conference on Civil and Building Engineering Informatics (ICCBEI 2023) (pp.139-146). Bangkok : Chulalongkorn University
eng
©copyrights King Mongkut's University of Technology North Bangkok
RightsAccess:
ใช้เวลา
0.033929 วินาที
Wu, Zhaoji
| Title | Contributor | Type |
|---|---|---|
| An automatic translation framework based on ontology to building energy models
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Wu, Zhaoji;Cheng, Jack C.P.;Wang, Zhe;Kwok, Helen H.L. | บทความ/Article |
Cheng, Jack C.P.
| Title | Contributor | Type |
|---|---|---|
| Multi-modal deep learning (MMDL)-based automatic classification of bim elements for construction cost estimation
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Liu, Hao;Zhou, Shanjing;Gan, Vincent J.L.;Cheng, Jack C.P. | บทความ/Article | |
| An automatic translation framework based on ontology to building energy models
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Wu, Zhaoji;Cheng, Jack C.P.;Wang, Zhe;Kwok, Helen H.L. | บทความ/Article | |
| BIM-based precast building optimization by optimality criteria and NSGA-II-GD considering constructability for precast concrete sizing and rebar detailing
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Wang, Zhe
| Title | Contributor | Type |
|---|---|---|
| An automatic translation framework based on ontology to building energy models
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Wu, Zhaoji;Cheng, Jack C.P.;Wang, Zhe;Kwok, Helen H.L. | บทความ/Article | |
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มหาวิทยาลัยเชียงใหม่ Wang, Zhen | Anuphak Saosaovaphak Chukiat Chaiboonsri | วิทยานิพนธ์/Thesis |
| ปัจจัยที่มีอิทธิพลต่อความภักดีในตราสินค้าอิเล็กทรอนิกส์ประเภท อุปกรณ์คอมพิวเตอร์กลุ่มสื่อสารของผู้บริโภค ในเมืองเฉิงตู มณฑล เสฉวน ประเทศจีน
มหาวิทยาลัยราชภัฏลำปาง Wang, Zhe. | ธนกร สิริสุคันธา | วิทยานิพนธ์/Thesis |
Kwok, Helen H.L.
| Title | Contributor | Type |
|---|---|---|
| An automatic translation framework based on ontology to building energy models
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Wu, Zhaoji;Cheng, Jack C.P.;Wang, Zhe;Kwok, Helen H.L. | บทความ/Article | |
| A blockchain-based carbon auditing framework for construction material and product certification
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Xu, Yuqing;Tao, Xingyu;Das, Moumita;Kwok, Helen H.L.;Liu, Hao;Cheng, Jack C.P. | บทความ/Article |