Review on Home Energy Management System Considering Demand Responses, Smart Technologies, and Intelligent Controller

被引:238
|
作者
Shareef, Hussain [1 ]
Ahmed, Maytham S. [2 ,3 ]
Mohamed, Azah [4 ]
Al Hassan, Eslam [1 ]
机构
[1] United Arab Emirates Univ, Dept Elect Engn, Al Ain 15551, U Arab Emirates
[2] Minist Elect, Gen Directorate Elect Energy Prod Basrah, Basrah 62001, Iraq
[3] Univ Misan, Engn Coll, Dept Elect Engn, Amarah 62031, Iraq
[4] Natl Univ Malaysia, Fac Engn & Built Environm, Dept Elect Elect & Syst Engn, Bangi 43600, Malaysia
来源
IEEE ACCESS | 2018年 / 6卷
关键词
Home energy management system; demand response; smart technologies; integrated wireless technology; intelligent scheduling controller; LOAD MANAGEMENT; STOCHASTIC OPTIMIZATION; RESIDENTIAL APPLIANCES; ELECTRICITY DEMAND; FUZZY-LOGIC; ZIGBEE; ARCHITECTURE; DESIGN; IMPLEMENTATION; PREDICTION;
D O I
10.1109/ACCESS.2018.2831917
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The increasing demand for electricity and the emergence of smart grids have presented new opportunities for a home energy management system (HEMS) that can reduce energy usage. The HEMS incorporates a demand response (DR) tool that shifts and curtails demand to improve home energy consumption. This system commonly creates optimal consumption schedules by considering several factors, such as energy costs, environmental concerns, load profiles, and consumer comfort. With the deployment of smart meters, performing load control using the HEMS with DR-enabled appliances has become possible. This paper provides a comprehensive review on previous and current research related to the HEMS by considering various DR programs, smart technologies, and load scheduling controllers. The application of artificial intelligence for load scheduling controllers, such as artificial neural network, fuzzy logic, and adaptive neural fuzzy inference system, is also reviewed. Heuristic optimization techniques, which are widely used for optimal scheduling of various electrical devices in a smart home, are also discussed.
引用
收藏
页码:24498 / 24509
页数:12
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