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BIM-based Data Mining Model for Effective Energy Management
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 Title & Authors
BIM-based Data Mining Model for Effective Energy Management
Kang, Tae-Wook; Kim, Ji-Eun; Jang, Jin-Woong; Hong, Chang-Hee;
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For the effective energy management, this study proposed BIM(Building Information Modeling)-based Data Mining Model(B-DMM). To conduct this, BIM-based data mining researches were surveyed then the use-cases and scenarios related to the energy management were analyzed. By using this results, B-DMM for supporting the decision making related the energy management was proposed. The output will be used as a decision making tool for managing a building energy.
Building Information Modeling;Data mining;Decision making;Energy management;
 Cited by
H. A. Jin, "A study on reinforcement steel group selection methodology on flat plate applying decision-making with AHP in the structural BIM (S-BIM) environment", Proc. of Architectural Institute of Korea, Vol.32, No.2, pp.447-448, 2012.

S. Lee, S. J. Kim, B. S. Son, "A Basic Study on BIM based Remodeling Design Process for Decision Support of Owner", Proc. of Korea Institute of Construction Engineering and Management, pp.225-230, 2011.

Y. J. Park, Multi-criteria performance assessment under uncertainty using interoperable building simulation model and Bayesian inference, Doctor thesis, SungKyunKwan University, 2013.

J. S. Lee, Y. S. Lee, J. H. Kim, J. J. Kim, "A Study about Developingthe BIM-based Decision Making Suport System at Pre-design Stage", Proc. of Architectural Institute of Korea, Vol.28, No.1, pp.637-640, 2008.

H. J. Yoon, I. W. Lee, "Trend on smart building energy management systems", Journal of Korean Institute of Information Scientists and Engineers, Vol.30, No.8, pp.66-72, 2012.

H. R. Choi, BIM-based integrated evaluation for implementing VE/LCC/LCA in a construction project, Doctor thesis, GyeongSang National University, 2013.

A. Ahmed, N. E. Korres, J. Ploennigs, H. Elhadi, K. Menzel, "Mining building performance data for energy-efficient operation", Journal of Advanced Engineering Informatics, Vol.25, No.2, pp.341-354, 2011. DOI: crossref(new window)

Q. Hao, Y. Xue, W. Shen, B. Jones, J. Zhu, "A decision support system for integrating corrective maintenance, preventive maintenance and condition-based maintenance", Proc. of Construction Research Congress, pp.8-11, 2010. DOI: crossref(new window)

C. Fu, G. Aouad, A. Lee, A. Mashall-Ponting, S. Wu, "IFC model viewer to support nD model application", Journal of Automation in Construction, Vol.15, No.2, pp.178-185, 2006. DOI: crossref(new window)