A BIM-enabled platform for power consumption data collection and analysis

C. T. Chiang, T. W. Ho, C. C. Chou

研究成果: 書貢獻/報告類型會議論文篇章同行評審

2 引文 斯高帕斯(Scopus)

摘要

Comprehensive analysis of power consumption data for assorted home appliances or electrical devices can help identify a household's electricity usage patterns as well as provide potential energy saving suggestions. Currently, modern metering techniques, such as smart meters, non-intrusive load monitoring, and Wi-Fi smart power outlets, can be used to collect the power consumption data in a timely and effective way. However, the data collected have not been analyzed in the context of the encompassing building, which certainly affects its energy use requirements such as heating and cooling. In addition, past research has showed that behavioral interventions are necessary to encourage a resident to save his or her utility bills, which requires disclosure of a household's and the neighbors' electricity usage patterns for comparison. Such the behavioral approaches have been successfully utilized by companies like Opower; nevertheless, they might invade one's privacy if not properly managed. Thus, this research aimed at development of data fusion platforms with capability not only to integrate the power consumption data with the building data from a building information modeling (BIM) tool, but also to protect residents' privacy concerns regarding their electricity usage patterns. Research work includes: (1) development of a tool to automatically transform a Revit file into Unity3D so that residents can see when and where the power is consumed and potential energy saving suggestions in a more interactive way; (2) development of a local platform, called local Real-Time Replay Platform (RTRP), to call a BIM-based energy analysis tool, Ecotect, to create the energy use baselines for residents for comparison; (3) development of a central platform, called central RTRP, to receive the aggregated power consumption data from several local RTRPs of different households so as to compile the neighborhood energy use baselines for all residents to compare with. Preliminary results are presented with research conclusions and future work discussions.

原文???core.languages.en_GB???
主出版物標題Computing in Civil Engineering 2015 - Proceedings of the 2015 International Workshop on Computing in Civil Engineering
編輯William J. O'Brien, Simone Ponticelli
發行者American Society of Civil Engineers (ASCE)
頁面90-98
頁數9
版本January
ISBN(電子)9780784479247
DOIs
出版狀態已出版 - 2015
事件2015 ASCE International Workshop on Computing in Civil Engineering, IWCCE 2015 - Austin, United States
持續時間: 21 6月 201523 6月 2015

出版系列

名字Congress on Computing in Civil Engineering, Proceedings
號碼January
2015-January

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???event.eventtypes.event.conference???2015 ASCE International Workshop on Computing in Civil Engineering, IWCCE 2015
國家/地區United States
城市Austin
期間21/06/1523/06/15

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