Distributed Energy Resources with Home Energy Management in Smart Grid

被引：0
|
作者：
Zhou, Yimin [1 ]
Chen, Yanfeng [1 ]
Xu, Guoqing [1 ]
机构：
[1] Chinese Acad Sci, Shenzhen Inst Adv Technol, Shenzhen, Peoples R China
来源：
2014 IEEE 23RD INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE) | 2014年
关键词：
Household Appliance; Improved Particle Swarm Optimization; Renewable Energy Resources; Real-time Energy Management;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
In this paper, an optimal real-time home energy management to regulate the residential appliances is proposed considering renewable energy resources included in the grid. The appliances can be classified into different groups, where the time shiftable appliances are participated in the scheme to schedule their operational period via the price incentive. An improved binary swarm optimization algorithm is introduced to optimize the usage of household appliances. The parameter settings in the particle location of the algorithm are improved to increase the global searching capability and convergence speed. Besides, the renewable energy resources such as PV panel and wind turbine output are discussed. Simulation experiments are performed to prove the efficacy of the proposed algorithm.
引用
收藏
页码：2578 / 2583
页数：6
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