A generic demand-side management model for smart grid

被引:73
|
作者
Khan, Muhammad Asghar [1 ]
Javaid, Nadeem [1 ,2 ]
Mahmood, Anzar [1 ]
Khan, Zahoor Ali [3 ]
Alrajeh, Nabil [4 ]
机构
[1] C6OMSATS Inst Informat Technol CIIT, Dept Elect Engn, Islamabad 44000, Pakistan
[2] COMSATS Inst Informat Technol CIIT, CAST, Islamabad 44000, Pakistan
[3] Dalhousie Univ, Internetworking Program, Fac Engn, Halifax, NS B3J 4R2, Canada
[4] King Saud Univ, Dept Biomed Technol BMT, CAMS, Riyadh 11633, Saudi Arabia
关键词
demand-side management; genetic algorithm; load shifting; smart grid;
D O I
10.1002/er.3304
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
The demand-side management (DSM) is one of the most important aspects in future smart grids: towards electricity generation cost by minimizing the expensive thermal peak power plants. The DSM greatly affects the individual users' cost and per unit cost. The main objective of this research article is to develop a generic demand-side management (G-DSM) model for residential users to reduce peak-to-average ratio (PAR), total energy cost, and waiting time of appliances (WTA) along with fast execution of the proposed algorithm. We propose a system architecture and mathematical formulation for total energy cost minimization, PAR reduction, and WTA. The G-DSM model is based on genetic algorithm (GA) for appliances scheduling and considers 20 users having a combination of appliances with different operational characteristics. Simulation results show the effectiveness of G-DSM model for both single and multiple user scenarios. Copyright (c) 2015 John Wiley & Sons, Ltd.
引用
收藏
页码:954 / 964
页数:11
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