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
相关论文
共 50 条
  • [21] Demand Side Management in Small Power Systems - The Estonian Case Study
    Drovtar, Imre
    Rosin, Argo
    Kilter, Jako
    ELEKTRONIKA IR ELEKTROTECHNIKA, 2016, 22 (03) : 13 - 19
  • [22] Impact of Demand Side Management on the Reliability Performance of Power Distribution Systems
    Al Hourani, A.
    AlMuhaini, M.
    2016 SAUDI ARABIA SMART GRID (SASG), 2016,
  • [23] MODELING AND OPTIMAL CONTROL OF DISTRIBUTED GENERATION SYSTEMS FOR DEMAND AND ENERGY MANAGEMENT
    Yosten, Andrew J.
    Henze, Gregor P.
    ES2009: PROCEEDINGS OF THE ASME 3RD INTERNATIONAL CONFERENCE ON ENERGY SUSTAINABILITY, VOL 2, 2009, : 109 - 119
  • [24] Integrating ancillary services from demand side management and distributed generation: An optimal model
    Corchero, Cristina
    Nunez-del-Toro, Cristina
    Paradell, Pol
    del-Rosario-Calaf, Gerard
    2018 INTERNATIONAL CONFERENCE ON SMART ENERGY SYSTEMS AND TECHNOLOGIES (SEST), 2018,
  • [25] Power Demand Side Management Strategy Based on Power Demand Response
    Song, LianJun
    Li, FengQiang
    Cong, Bo
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT SYSTEMS AND INFORMATICS 2019, 2020, 1058 : 981 - 988
  • [26] Demand matching wind power generation with wide-area measurement and demand-side management
    Westermann, Dirk
    John, Andreas
    IEEE TRANSACTIONS ON ENERGY CONVERSION, 2007, 22 (01) : 145 - 149
  • [27] Information systems in demand side management
    Klavsutz, I
    Medvedkov, V
    Anisimov, V
    KORUS 2000: 4TH KOREA-RUSSIA INTERNATIONAL SYMPOSIUM ON SCIENCE AND TECHNOLOGY, PT 2, PROCEEDINGS: ELECTRONICS AND INFORMATION TECHNOLOGY, 2000, : 97 - 102
  • [28] Optimal generation scheduling with demand-side bidding
    Bai, J
    Gooi, HB
    IPEC 2003: PROCEEDINGS OF THE 6TH INTERNATIONAL POWER ENGINEERING CONFERENCE, VOLS 1 AND 2, 2003, : 1016 - 1021
  • [29] Optimal Power Flow for Maximizing Network Benefits From Demand-Side Management
    Hayes, Barry
    Hernando-Gil, Ignacio
    Collin, Adam
    Harrison, Gareth
    Djokic, Sasa
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2014, 29 (04) : 1739 - 1747
  • [30] Optimal Configuration of User-side Energy Storage Considering Power Demand Management
    Ding Y.
    Xu Q.
    Lü Y.
    Li L.
    Dianwang Jishu/Power System Technology, 2019, 43 (04): : 1179 - 1186