Design of an Incentive-based Demand Side Management Strategy using ILP for Stand-Alone Microgrids Planning

被引:0
|
作者
Cepeden, J. C. O. [1 ]
Duarte, C. [1 ]
Solano, J. [1 ]
机构
[1] Univ Ind Santander, Bucaramanga, Spain
来源
关键词
Stand-alone microgrids; day ahead tariffs; demand-side management; generation forecasting; demand forecasting; RENEWABLE GENERATION; ENERGY MANAGEMENT; OPTIMIZATION; SYSTEM;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The planning of Stand-Alone Microgrids (SAMG) can integrate Demand Side Management Strategies (DSMSs) using the Integrated Resource Planning Framework. Despite that DSMS demonstrate to reduce operational costs of power systems and microgrids, there is a paucity of literature exploring how DSMS can affect the planning of SAMG. In this regard, this paper presents the design of a DSMS using Integer Linear Programming (ILP) for the planning of SAMG. To evaluate the performance of the DSMS in the planning of the SAMG, the proposed methodology uses a ILP formulation for the optimal dispatch of the energy sources and the DSMS. The ILP formulation runs inside of a heuristic approximation of the gradient descent method that computes the size of the energy sources of the SAMG. Simulation results show reductions in the size of the energy sources and the Levelized Cost of Energy when the planning of the SAMG uses the designed DSMS. A sensitivity analysis demonstrates that the reductions in the size of the energy sources and the LCOE are consistent under variations in the Diesel price, Global Horizontal Irradiation and Battery Energy Storage System costs.
引用
收藏
页码:378 / 387
页数:10
相关论文
共 50 条
  • [31] Design of a Methodology to Evaluate the Impact of Demand-Side Management in the Planning of Isolated/Islanded Microgrids
    Oviedo Cepeda, Juan Carlos
    Osma-Pinto, German
    Roche, Robin
    Duarte, Cesar
    Solano, Javier
    Hissel, Daniel
    [J]. ENERGIES, 2020, 13 (13)
  • [32] A Price-Based Strategy to Coordinate Electric Springs for Demand Side Management in Microgrids
    Quijano, Darwin A.
    Vahid-Ghavidel, Morteza
    Javadi, Mohammad Sadegh
    Padilha-Feltrin, Antonio
    Catalao, Joao P. S.
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2023, 14 (01) : 400 - 412
  • [33] A Price-Based Strategy to Coordinate Electric Springs for Demand Side Management in Microgrids
    Quijano Rodezno, Darwin Alexis
    Vahid-Ghavidel, Morteza
    Javadi, Mohammad Sadegh
    Feltrin, Antonio Padilha
    Catalao, Joao
    [J]. 2023 IEEE POWER & ENERGY SOCIETY INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE, ISGT, 2023,
  • [34] Optimal generation scheduling and operating reserve management for PV generation using RNN-based forecasting models for stand-alone microgrids
    Vu, Ba Hau
    Chung, Il-Yop
    [J]. RENEWABLE ENERGY, 2022, 195 : 1137 - 1154
  • [35] Design and construction of a charge controller for stand-alone PV/battery hybrid system by using a new control strategy and power management
    Mirzaei, Amin
    Forooghi, Majid
    Ghadimi, Ali Asghar
    Abolmasoumi, Amir Hossein
    Riahi, Mohammad Reza
    [J]. SOLAR ENERGY, 2017, 149 : 132 - 144
  • [36] Design and optimal energy management strategy for stand-alone PV-battery-Diesel systems using cuckoo search algorithm
    Sofiane, Berrazouane.
    Kamal, Mohammedi
    Said, Alem
    [J]. 2013 3D INTERNATIONAL CONFERENCE ON SYSTEMS AND CONTROL (ICSC), 2013,
  • [37] RBF neural network-based online intelligent management of a battery energy storage system for stand-alone microgrids
    Thongchart Kerdphol
    Yaser Qudaih
    Masayuki Watanabe
    Yasunori Mitani
    [J]. Energy, Sustainability and Society, 6
  • [38] RBF neural network-based online intelligent management of a battery energy storage system for stand-alone microgrids
    Kerdphol, Thongchart
    Qudaih, Yaser
    Watanabe, Masayuki
    Mitani, Yasunori
    [J]. ENERGY SUSTAINABILITY AND SOCIETY, 2016, 6 : 1 - 16
  • [39] Demand Side Management Strategy for Droop-Based Autonomous Microgrids Through Voltage Reduction
    Aderibole, Adedayo
    Zeineldin, H. H.
    Al Hosani, Mohamed
    El-Saadany, Ehab Fahamy
    [J]. IEEE TRANSACTIONS ON ENERGY CONVERSION, 2019, 34 (02) : 878 - 888
  • [40] Energy management strategy based on fuzzy logic for compound RES/ESS used in stand-alone application
    Abadlia, Issam
    Bahi, Tahar
    Bouzeria, Hamza
    [J]. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2016, 41 (38) : 16705 - 16717