发明名称 |
APPARATUS AND METHOD FOR FORECASTING ENERGY CONSUMPTION |
摘要 |
An apparatus for forecasting energy consumption includes a load data collection unit to collect low level data related to energy load data. The apparatus includes a filtering/attribute selection unit to eliminate duplicated attributes from attributes of low level data to produce an optimal attribute set. The apparatus includes a training unit produces a multi-class in which a plurality of single classes is hierarchically coupled in at least two levels and creates training data used for forecasting the energy consumption based on the produced multi-class. The apparatus includes a forecasting unit calculates the energy consumption to be forecasted on a basis of the real-time low level data, the multi-class and the training data. Therefore, it is possible to contribute to the progressive expansion and update of a cooling load forecasting system. |
申请公布号 |
US2014095415(A1) |
申请公布日期 |
2014.04.03 |
申请号 |
US201313916309 |
申请日期 |
2013.06.12 |
申请人 |
ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE |
发明人 |
YU JAE HAK;LEE BYUNG BOG;YOO YOON SIK;BANG HYOCHAN |
分类号 |
G06N99/00 |
主分类号 |
G06N99/00 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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