Hourly load shifting approach for demand side management in smart grid using grasshopper optimisation algorithm

被引:35
作者
Jamil, Majid [1 ]
Mittal, Sonam [1 ]
机构
[1] Jamia Millia Islamia, Dept Elect Engn, New Delhi, India
关键词
power generation economics; optimisation; particle swarm optimisation; demand side management; smart power grids; hourly load shifting approach; smart grid; grasshopper optimisation algorithm; traditional grid; peak hour demand;
D O I
10.1049/iet-gtd.2019.0566
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 new era of communication, the advent of the smart grid has revolutionised the power system network. The goal of smart grids is to provide a more reliable, environment-friendly and economically efficient power system. Demand side management or demand side response is one of the key components of the smart grid which accomplishes the smart grid that would provide intelligence to the traditional grid. Here, a new approach has been proposed for the demand side management, which is based on shifting a load from peak to off-peak time. The main objective of the work is to reduce the peak hour demand and the utility bill of the consumers. To achieve these objectives, the proposed strategy is modelled as a minimised optimisation problem and it tries to find out the optimal solution. For that, two optimisation algorithms, the first one is particle swarm optimisation algorithm and the second one is grasshopper optimisation algorithm, are proposed and applied in three area loads of the smart grid, i.e. residential, commercial and industrial. The obtained simulation results show a significant reduction in peak hour demand and utility bills.
引用
收藏
页码:808 / 815
页数:8
相关论文
共 15 条
[1]  
[Anonymous], WORLD EN CONS CLOCK
[2]  
[Anonymous], IEEE T POWER SYST
[3]  
[Anonymous], IEEE T KNOWL DATA EN
[4]  
[Anonymous], 2013, 2013 IEEE INT C SMAR
[5]  
[Anonymous], 2018, EX SUMM MONTH MAY 20
[6]  
[Anonymous], 2017, SHIFT GLOB EC LANDSC
[7]  
Eberhart R., 1995, 6 INT S MICR HUM SCI, P39, DOI DOI 10.1109/MHS.1995.494215
[8]  
Govardhan M, 2014, 2014 INTERNATIONAL CONFERENCE ON CONTROL, INSTRUMENTATION, ENERGY & COMMUNICATION (CIEC), P446, DOI 10.1109/CIEC.2014.6959128
[9]  
Hamidi V, 2010, IEEE PES INNOV SMART
[10]   New control methods in demand side management to improve the security of supply in the UK's electricity network [J].
Hamidi, Vandad .
2007 42ND INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE, VOLS 1-3, 2007, :132-137