A new Internet of Things based optimization scheme of residential demand side management system

被引:37
作者
Alhasnawi, Bilal Naji [1 ,2 ]
Jasim, Basil H. [1 ]
Mansoor, Riyadh [3 ]
Alhasnawi, Arshad Naji [4 ]
Rahman, Zain-Aldeen S. A. [1 ]
Alhelou, Hassan Haes [5 ]
Guerrero, Josep M. [6 ]
Dakhil, Adel Manaa [7 ]
Siano, Pieruigi [8 ,9 ]
机构
[1] Basrah Univ, Elect Engn Dept, Basrah, Iraq
[2] Al Furat Al Awsat Tech Univ, Tech Inst, Dept Elect Tech, Samawa, Iraq
[3] Al Muthanna Univ, Dept Elect & Commun Engn, Samawah, Iraq
[4] Al Muthanna Univ, Coll Educ Pure Sci, Dept Biol, Samawah, Iraq
[5] Univ Coll Dublin, Sch Elect & Elect Engn, Dublin 4, Ireland
[6] Aalborg Univ, Ctr Res Microgrid CROM, AAU Energy Dept, Aalborg, Denmark
[7] Misan Univ, Elect Engn Dept, Misan, Iraq
[8] Salerno Univ, Management & Innovat Syst Dept, Salerno, Italy
[9] Univ Johannesburg, Dept Electt & Elect Engn Sci, Johannesburg, South Africa
基金
爱尔兰科学基金会;
关键词
RENEWABLE ENERGY; SMART;
D O I
10.1049/rpg2.12466
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The steady increase in the energy demand and the growing carbon footprint has forced electricity-based utilities to shift from their use of non-renewable energy sources to renewable energy sources. Furthermore, there has been an increase in the integration of renewable energy sources in the electric grid. Hence, one needs to manage the energy consumption needs of the consumers, more effectively. Consumers can connect all the devices and houses to the internet by using Internet of Things (IoT) technology. In this study, the researchers have developed and proposed a novel 2-stage hybrid method that schedules the power consumption of the houses possessing a distributed energy generation and storage system. Stage 1 modeled the non-identical Home Energy Management Systems (HEMSs) that can contain the DGS like WT and PV. The HEMS organise the controllable appliances after taking into consideration the user preferences, electricity prices and the amount of energy produced /stored. The set of optimal consumption schedules for every HEMS was estimated using a BPSO and BSA. On the other hand, Stage 2 includes a Multi-Agent-System (MAS) based on the IoT. The system comprises two portions: software and hardware. The hardware comprises the Base Station Unit (BSU) and many Terminal Units (TUs).
引用
收藏
页码:1992 / 2006
页数:15
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