Sizing of Battery Energy Storage System: A MultiObjective Optimization Approach in DIgSILENT PowerFactory

被引:0
|
作者
Tee, Wei Hown [1 ]
Qaid, Khaldon Ahmed [1 ]
Gan, Chin Kim [1 ]
Keek, Joe Siang [1 ,2 ]
Sardi, Junainah [1 ]
机构
[1] Univ Teknikal Malaysia Melaka, Fac Elect Engn, Durian Tunggal, Malaysia
[2] Texas Instruments Elect Malaysia Sdn Bhd, Kuala Lumpur, Malaysia
来源
INTERNATIONAL JOURNAL OF RENEWABLE ENERGY RESEARCH | 2023年 / 13卷 / 04期
关键词
Particle swarm optimization; multi-objective optimization; battery energy storage system; optimal sizing; DIgSILENT PowerFactory; OPTIMAL PLACEMENT; MICROGRIDS;
D O I
10.20508/ijrer.v13i4.14232.g8838
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
In the paradigm of the increasing trend to prevent global warming, renewable energy sources applications integrated with battery energy storage system (BESS) are gaining attention for reducing the usage of fossil fuels in electrical power generation. In this regard, a multi-objective optimization script in DIgSILENT Programming Language (DPL) which links with software modelling and scripting simulation is developed in this study. Formulation for multiple objectives for optimization of BESS sizing with particle swarm optimization (MOPSO) and load flow simulation are applied in the DPL script. The considered objective functions aim to improve the network performance by reducing power loss, voltage deviations and system costs. Pseudo code of BESS optimal sizing with multi-objective algorithm is presented in this research. The BESS with optimal sizing was discovered for improving the network performance in the tested reference network. The optimal BESS size obtained is 2.94 MW with a system cost of MYR 2404.76. The total energy losses can be reduced by approximately 16% from the base case energy losses with the optimal BESS size. The findings of the research reveal that the BESS sizing with MOPSO is applicable in DPL operations alone to solve power system problems.
引用
收藏
页码:1604 / 1613
页数:10
相关论文
共 50 条
  • [41] Optimal Sizing of a Photovoltaic/Battery Energy Storage System to Supply Electric Substation Auxiliary Systems under Contingency
    Goncalves, Ailton
    Cavalcanti, Gustavo O.
    Feitosa, Marcilio A. F.
    Dias Filho, Roberto F. F.
    Pereira, Alex C.
    Jatoba, Eduardo B.
    de Melo Filho, Jose Bione
    Marinho, Manoel H. N.
    Converti, Attilio
    Gomez-Malagon, Luis A.
    ENERGIES, 2023, 16 (13)
  • [42] Joint sizing and placement of battery energy storage systems and wind turbines considering reactive power support of the system
    Khaki, Bahman
    JOURNAL OF ENERGY STORAGE, 2021, 35
  • [43] Optimization of a battery energy storage system using particle swarm optimization for stand-alone microgrids
    Kerdphol, Thongchart
    Fuji, Kiyotaka
    Mitani, Yasunori
    Watanabe, Masayuki
    Qudaih, Yaser
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2016, 81 : 32 - 39
  • [44] Enhanced Sizing Methodology for the Renewable Energy Sources and the Battery Storage System in a Nearly Zero Energy Building
    Tsioumas, Evangelos
    Jabbour, Nikolaos
    Koseoglou, Markos
    Papagiannis, Dimitrios
    Mademlis, Christos
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 2021, 36 (09) : 10142 - 10156
  • [45] Energy cost minimization for net zero energy homes through optimal sizing of battery storage system
    Sharma, Vanika
    Haque, Mohammed H.
    Aziz, Syed Mahfuzul
    RENEWABLE ENERGY, 2019, 141 : 278 - 286
  • [46] Smart optimization in battery energy storage systems: An overview
    Song, Hui
    Liu, Chen
    Amani, Ali Moradi
    Gu, Mingchen
    Jalili, Mahdi
    Meegahapola, Lasantha
    Yu, Xinghuo
    Dickeson, George
    ENERGY AND AI, 2024, 17
  • [47] Optimization of battery energy storage system (BESS) sizing in different electricity market types considering BESS utilization mechanisms and ownerships
    Zhang, Ruixiaoxiao
    Lee, Minhyun
    Huang, Lijie
    Ni, Meng
    JOURNAL OF CLEANER PRODUCTION, 2024, 470
  • [48] An optimization model for sizing a concentrated solar power system with thermal energy storage
    Ghaithan, Ahmed M.
    ENERGY SYSTEMS-OPTIMIZATION MODELING SIMULATION AND ECONOMIC ASPECTS, 2024,
  • [49] Addressing Technology Uncertainties in Battery Energy Storage Sizing Procedures
    Carpinelli G.
    Mottola F.
    Proto D.
    Mottola, Fabio (fmottola@unina.it), 1600, Walter de Gruyter GmbH (18):
  • [50] Optimal sizing and economic analysis of Photovoltaic distributed generation with Battery Energy Storage System considering peer-to-peer energy trading
    Yaldiz, Abdurahman
    Gokcek, Tayfur
    Sengor, Ibrahim
    Erdinc, Ozan
    SUSTAINABLE ENERGY GRIDS & NETWORKS, 2021, 28