Optimal Variable Load Scheduling for Hybrid Energy Systems

被引:0
|
作者
Rajendra, Avinash [1 ]
Zhang, Jun [1 ]
Nasiri, Adel [1 ]
机构
[1] Univ Wisconsin, Dept Elect Engn & Comp Sci, Milwaukee, WI 53201 USA
关键词
renewable energy; solar energy; hybrid energy systems; optimal variable load scheduling; dynamic programming;
D O I
10.1109/ecce.2019.8912783
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Renewables such as solar and wind energy are good for the environment, save energy costs, and are expected to be an important part of future energy systems. For many applications, however, renewables cannot be the only energy source because their output fluctuates, depending on weather and seasonal conditions. As a result, renewables are usually used in a hybrid energy system (HES) that has access to conventional energy supplies, such as the power grid and generators, as well as to re-chargeable batteries that store any excess renewable energy. In an HES, variable loads are ones that can be scheduled at flexible times and it is desirable to schedule them in a way that maximizes usage of renewable energy and minimizes costs. In this work, we developed an optimal approach based on a state-space model of the HES and dynamic programming. The efficacy of this approach has been demonstrated in simulated experimental results, where it performs significantly better than several other control strategies, such as the constant, random, and bang-bang controls.
引用
收藏
页码:6717 / 6721
页数:5
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