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Load Forecasting using Hierarchical Clustering Method for Building계층적 군집분석방법을 활용한 건물 부하의 전력수요예측
- Other Titles
- 계층적 군집분석방법을 활용한 건물 부하의 전력수요예측
- Authors
- Hwang, H.-M.; Lee, S.-H.; Park, J.-B.; Park, Y.-G.; Son, S.-Y.
- Issue Date
- Jan-2015
- Publisher
- Korean Institute of Electrical Engineers
- Keywords
- Cluster analysis; Energy management system (EMS); Hierarchical clustering method; Load forecasting; Load pattern
- Citation
- Transactions of the Korean Institute of Electrical Engineers, v.64, no.1, pp.41 - 47
- Volume
- 64
- Number
- 1
- Start Page
- 41
- End Page
- 47
- ISSN
- 1975-8359
- Abstract
- In recent years, energy supply cases to take advantage of EMS(Energy Management System) are increasing according to high interest of energy efficiency. The important factor for essential and economical EMS operation is the supply and demand plan the hourly power demand of building load using the hierarchical clustering method of variety statistical techniques, and use the real historical data of target load. Also the estimated results of study are obtained the reliability through separate tests of validity. Copyright © The Korean Institute of Electrical Engineers.
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Related Researcher
- Son, Sung Yong
- Graduate School (Dept. of Next Generation Smart Energy System Convergence)