Household Electrical Load Scheduling Algorithms with Renewable Energy

被引:0
|
作者
Qin, Zhengrui [1 ]
Li, Qun [2 ]
机构
[1] Northwest Missouri State Univ, Sch Comp Sci & Informat Syst, Maryville, MO 64468 USA
[2] Coll William & Mary, Dept Comp Sci, Williamsburg, VA 23185 USA
关键词
D O I
10.1007/978-3-319-94268-1_32
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Efficient household electrical load scheduling benefits not only individual customers by reducing electricity cost but also the society by reducing the peak electricity demand and saving natural resources. In this paper, we aim to design efficient load scheduling algorithms for a household considering both real-time pricing policies and renewable energy sources. We prove that household load scheduling problem is NP-hard. To solve this problem, we propose several algorithms for different scenarios. The algorithms are lightweight and optimal or quasi-optimal, and they are evaluated through simulations.
引用
收藏
页码:387 / 399
页数:13
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