An Economic Dispatch for a Shared Energy Storage System Using MILP Optimization: A Case Study of a Moroccan Microgrid

被引:8
|
作者
El Barkouki, Bouthaina [1 ,2 ]
Laamim, Mohamed [1 ,3 ]
Rochd, Abdelilah [1 ,4 ]
Chang, Jae-won [5 ]
Benazzouz, Aboubakr [1 ]
Ouassaid, Mohammed [2 ]
Kang, Moses [5 ]
Jeong, Hakgeun [5 ]
机构
[1] Green Energy Pk, Reg Rd Kelaa Km 3,R206, Benguerir 43150, Morocco
[2] Mohammed V Univ Rabat, Engn Smart & Sustainable Syst Res Ctr, Mohammadia Sch Engineers, Rabat 10090, Morocco
[3] Univ Hassan 2, LSIB Lab, FST, Mohammadia 28806, Morocco
[4] Hassan II Univ Casablanca, Elect Engn & Intelligent Syst Lab, ENSET Mohammedia, Mohammadia 28830, Morocco
[5] Korea Inst Energy Res, 152 Gajeong Ro, Daejeon 34129, South Korea
关键词
shared energy storage system; energy management system; economic dispatch; microgrids; mixed-integer linear programming; power system; MANAGEMENT; DESIGN; MODEL;
D O I
10.3390/en16124601
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
Energy storage systems are an effective solution to manage the intermittency of renewable energies, balance supply, and demand. Numerous studies recommend adopting a shared energy storage system (ESS) as opposed to multiple single ESSs because of their high prices and inefficiency. Thus, this study examines a shared storage system in a grid-connected microgrid. By modifying the power outputs of the energy resources, this work intends to implement an economic dispatch of a shared ESS in order to satisfy the power balance and lower the overall cost of electricity. In this context, an optimization problem was formulated and developed using a mixed-integer linear programming (MILP) model. Furthermore, a pilot project (the Solar Decathlon Africa Village) in the Green & Smart Building Park (GSBP), Benguerir, Morocco, was employed to evaluate and verify the proposed approach. Some comparable scenarios were therefore run in a MATLAB environment. The collected findings demonstrate the efficacy of the developed algorithm in terms of optimizing energy cost reductions and enhancing the integration of renewable resources into the Moroccan energy mix.
引用
收藏
页数:19
相关论文
共 50 条
  • [1] Optimization of Shared Energy Storage Capacity for Multi-microgrid Operation with Flexible Loads and Economic Dispatch
    Zhao, Jinshan
    Tao, Lin
    Zhao, Weilun
    Sun, Hexun
    PROCEEDINGS OF THE 10TH HYDROGEN TECHNOLOGY CONVENTION, VOL 2, WHTC 2023, 2024, 394 : 63 - 80
  • [2] Economic Dispatch of Microgrid with Smart Energy Storage Systems using Particle Swarm Optimization
    Karthikeyan, A.
    Manikandan, K.
    Somasundaram, P.
    2016 INTERNATIONAL CONFERENCE ON COMPUTATION OF POWER, ENERGY INFORMATION AND COMMUNICATION (ICCPEIC), 2016, : 783 - 789
  • [3] Optimum Economic Dispatch of Interconnected Microgrid with Energy Storage System
    Asaduz-Zaman, Md.
    Chowdhury, A. Hasib
    2ND INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATION COMMUNICATION TECHNOLOGY (ICEEICT 2015), 2015,
  • [4] Microgrid Economic Dispatch With Energy Storage Systems
    Ross, Michael
    Abbey, Chad
    Bouffard, Francois
    Joos, Geza
    IEEE TRANSACTIONS ON SMART GRID, 2018, 9 (04) : 3039 - 3047
  • [5] Dynamic Economic Dispatch of Isolated Microgrid with Energy Storage using MIQP
    Sufyan, Muhammad
    Tan, ChiaKwang
    Abd Rahim, Nasrudin
    Raihan, Siti Rohani Shaikh
    Muhammad, Munir Azam
    2018 INTERNATIONAL CONFERENCE ON INTELLIGENT AND ADVANCED SYSTEM (ICIAS 2018) / WORLD ENGINEERING, SCIENCE & TECHNOLOGY CONGRESS (ESTCON), 2018,
  • [6] Economic Dispatch of a Hybrid Microgrid With Distributed Energy Storage
    Mahmoodi, Mishel
    Shamsi, Pourya
    Fahimi, Babak
    IEEE TRANSACTIONS ON SMART GRID, 2015, 6 (06) : 2607 - 2614
  • [7] Robust Economic Dispatch of Microgrid With Highly Penetrated Renewables and Energy Storage System
    Dey, Bishwajit
    Bhattacharyya, Biplab
    Sharma, Sharmistha
    INTERNATIONAL JOURNAL OF ENERGY OPTIMIZATION AND ENGINEERING, 2019, 8 (01) : 67 - 87
  • [8] Dynamic Economic Dispatch of Hybrid Microgrid with Energy Storage Using Quadratic Programming
    Wibowo, Rony Seto
    Firmansyah, Kemas Robby
    Aryani, Ni Ketut
    Soeprijanto, Adi
    PROCEEDINGS OF THE 2016 IEEE REGION 10 CONFERENCE (TENCON), 2016, : 667 - 670
  • [9] Dynamic economic dispatch of a hybrid energy microgrid considering building based virtual energy storage system
    Jin, Xiaolong
    Mu, Yunfei
    Jia, Hongjie
    Wu, Jianzhong
    Jiang, Tao
    Yu, Xiaodan
    APPLIED ENERGY, 2017, 194 : 386 - 398
  • [10] Effect of a Storage System in a Microgrid with EDR and Economic Dispatch Considering Renewable and Conventional Energy Sources
    Aguilar-Mejia, O.
    Minor-Popocatl, H.
    Caballero-Morales, O. S.
    Miranda-Perez, A. F.
    SUSTAINABILITY, 2024, 16 (02)