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A Tutorial: Information and Communications-based Intelligent Building Energy Monitoring and Efficient Systems
  • KSII Transactions on Internet and Information Systems
    Monthly Online Journal (eISSN: 1976-7277)

A Tutorial: Information and Communications-based Intelligent Building Energy Monitoring and Efficient Systems


Abstract

Due to increased consumption of energy in the building environment, the building energy management systems (BEMS) solution has been developed to achieve energy saving and efficiency. However, because of the shortage of building energy management specialists and incompatibility among the energy management systems of different vendors, the BEMS solution can only be applied to limited buildings individually. To solve these problems, we propose a building cluster based remote energy monitoring and management (EMM) system and its functionalities and roles of each sub-system to simultaneously manage the energy problems of several buildings. We also introduce a novel energy demand forecasting algorithm by using past energy consumption data. Extensive performance evaluation study shows that the proposed regression based energy demand forecasting model is well fitted to the actual energy consumption model, and it also outperforms the artificial neural network (ANN) based forecasting model.


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Cite this article

[IEEE Style]
S. Seo, S. Baek, D. Keum, S. Ryu and C. Cho, "A Tutorial: Information and Communications-based Intelligent Building Energy Monitoring and Efficient Systems," KSII Transactions on Internet and Information Systems, vol. 7, no. 11, pp. 2676-2689, 2013. DOI: 10.3837/tiis.2013.11.007.

[ACM Style]
Si-O Seo, Seung-Yong Baek, Doyeop Keum, Seungwan Ryu, and Choong-Ho Cho. 2013. A Tutorial: Information and Communications-based Intelligent Building Energy Monitoring and Efficient Systems. KSII Transactions on Internet and Information Systems, 7, 11, (2013), 2676-2689. DOI: 10.3837/tiis.2013.11.007.