[2] Higher Coll Technol, Fujairah Campus, Fujairah 4114, U Arab Emirates
来源:
ADVANCES IN INTERNETWORKING, DATA & WEB TECHNOLOGIES, EIDWT-2017
|
2018年
/
6卷
关键词:
DEMAND-SIDE MANAGEMENT;
ENERGY MANAGEMENT;
D O I:
10.1007/978-3-319-59463-7_56
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
In smart grid, several optimization techniques are developed for residential load scheduling purpose. Preliminary all the conventional techniques aimed at minimizing the electricity consumption cost. This paper mainly focuses on minimization of electricity cost and maximization of user comfort along with the reduction of peak power consumption. We develop a multi-residential load scheduling algorithm based on two heuristic optimization techniques: genetic algorithm and binary particle swarm optimization. The day-ahead pricing mechanism is used for this scheduling problem. The simulation results validate that the proposed model has achieved substantial savings in electricity bills with maximum user comfort. Moreover, results also show the reduction in peak power consumption. We analyzed that user comfort has significant effect on electricity consumption cost.
引用
收藏
页码:563 / 572
页数:10
相关论文
共 18 条
[11]
Momoh JamesA., 2012, Smart grid: fundamentals of design and analysis, V63
机构:
Sri Ramakrishna Inst Technol, Dept Math, Coimbatore 641010, Tamil Nadu, IndiaSri Ramakrishna Inst Technol, Dept Math, Coimbatore 641010, Tamil Nadu, India
Muralitharan, K.
;
Sakthivel, R.
论文数: 0引用数: 0
h-index: 0
机构:
Sri Ramakrishna Inst Technol, Dept Math, Coimbatore 641010, Tamil Nadu, India
Sungkyunkwan Univ, Dept Math, Suwon 440746, South KoreaSri Ramakrishna Inst Technol, Dept Math, Coimbatore 641010, Tamil Nadu, India
Sakthivel, R.
;
Shi, Y.
论文数: 0引用数: 0
h-index: 0
机构:
Tokai Univ, Grad Sch Sci & Technol, Kumamoto 8628652, JapanSri Ramakrishna Inst Technol, Dept Math, Coimbatore 641010, Tamil Nadu, India
机构:
Univ Ibadan, Fac Technol, Elect & Elect Engn Dept, Power Energy Machine & Dr Res Grp, Ibadan, NigeriaUniv Ibadan, Fac Technol, Elect & Elect Engn Dept, Power Energy Machine & Dr Res Grp, Ibadan, Nigeria
机构:
Sri Ramakrishna Inst Technol, Dept Math, Coimbatore 641010, Tamil Nadu, IndiaSri Ramakrishna Inst Technol, Dept Math, Coimbatore 641010, Tamil Nadu, India
Muralitharan, K.
;
Sakthivel, R.
论文数: 0引用数: 0
h-index: 0
机构:
Sri Ramakrishna Inst Technol, Dept Math, Coimbatore 641010, Tamil Nadu, India
Sungkyunkwan Univ, Dept Math, Suwon 440746, South KoreaSri Ramakrishna Inst Technol, Dept Math, Coimbatore 641010, Tamil Nadu, India
Sakthivel, R.
;
Shi, Y.
论文数: 0引用数: 0
h-index: 0
机构:
Tokai Univ, Grad Sch Sci & Technol, Kumamoto 8628652, JapanSri Ramakrishna Inst Technol, Dept Math, Coimbatore 641010, Tamil Nadu, India
机构:
Univ Ibadan, Fac Technol, Elect & Elect Engn Dept, Power Energy Machine & Dr Res Grp, Ibadan, NigeriaUniv Ibadan, Fac Technol, Elect & Elect Engn Dept, Power Energy Machine & Dr Res Grp, Ibadan, Nigeria