Optimal Demand Side Management in Generation Constrained Power Systems

被引:0
|
作者
Azasoo, Julius Quarshie [1 ,2 ]
Kanakis, Triantafyllos [1 ]
Al-Sherbaz, Ali [1 ]
Agyeman, Michael Opoku [1 ]
机构
[1] Univ Northampton, Dept Comp, Northampton, England
[2] Ghana Inst Management & Publ Adm GIMPA, Sch Technol SOT, Accra, Ghana
关键词
demand side management; smart grid; smart metering; optimisation; microload management; generation constrained power systems; ALGORITHM; DESIGN;
D O I
10.1109/SmartWorld-UIC-ATC-SCALCOM-IOP-SCI.2019.00050
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In the face of dwindling generation from hydroelectric generators in most developing countries coupled with a continuous increase in electricity demand is forcing the electric utility companies to effect various demand-side management (DSM). Amongst the DSMs being implemented in these countries is the severe load shedding method that seeks to reduce the overall demand by cutting off sections of a grid resulting in a complete power cut to the affected areas. In this paper, the potential of the smart grid is harnessed to enable microload shedding to avoid a complete cut-off from the grid. Algorithm for efficient allocation of available generation is proposed. Dynamic programming based algorithms are developed to achieve this constraint by granularly controlling home appliances to reduce the overall demands for electricity by the consumers on the grid. The efficacy of the proposed system is proven by the simulation results obtained.
引用
收藏
页码:29 / 36
页数:8
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