An Intelligent Renewables-based Power Scheduling System for Internet of Energy

被引:0
|
作者
Huang, Chenn-Jung [1 ]
Hsiao, Jui-Ting [1 ]
Deng, Chao-Yang [1 ]
Hu, Kai-Wen [2 ]
机构
[1] Natl Dong Hwa Univ, Dept Comp Sci & Informat Engn, Hualien, Taiwan
[2] Natl Dong Hwa Univ, Dept Elect Engn, Hualien, Taiwan
关键词
internet of energy; renewables; power scheduling; data mining; optimization; SMART GRIDS;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In the recent literature, the architecture of internet of energy was proposed to replace the current smart grid in the future. However, the energy sharing concept and the uncertainties of intermittent energy sources will cause the short-term energy management for the future internet of energy much more complicated than current centralized control energy management for traditional power generation system. We thus propose a hierarchical day-ahead power scheduling system based on the architecture of internet of energy to tackle the complex energy management problems. The experimental results show that the hierarchical day-ahead power scheduling system proposed in this work can mitigate the dependency on traditional power plants effectively, and balance peak and off-peak period load of electricity market.
引用
收藏
页码:176 / 181
页数:6
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