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
  • [1] Battery Energy Storage System Sizing Using PSO Algorithm in DIgSILENT PowerFactory
    Tee, Wei Hown
    Qaid, Khaldon Ahmed
    Gan, Chin Kim
    Tan, Pi Hua
    INTERNATIONAL JOURNAL OF RENEWABLE ENERGY RESEARCH, 2022, 12 (04): : 2142 - 2150
  • [2] Optimization of Battery Energy Storage System Locating and Sizing for the Grid under the Market Mechanism
    Jiang X.
    Zheng X.
    Hu G.
    Chen G.
    Zeng Q.
    Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2019, 34 (21): : 4601 - 4610
  • [3] Multiobjective Optimal Sizing of Hybrid Energy Storage System for Electric Vehicles
    Zhang, Lei
    Hu, Xiaosong
    Wang, Zhenpo
    Sun, Fengchun
    Deng, Junjun
    Dorrell, David. G.
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2018, 67 (02) : 1027 - 1035
  • [4] A Flexible Operation and Sizing of Battery Energy Storage System Based on Butterfly Optimization Algorithm
    Alawode, Basit Olakunle
    Salman, Umar Taiwo
    Khalid, Muhammad
    ELECTRONICS, 2022, 11 (01)
  • [5] A Review of Optimization Approaches for Optimal Sizing and Placement of Battery Energy Storage System (BESS)
    Isa, Siti Salwa Mat
    Ibrahim, Mohammad Nizam
    Ahmad, Anuar Mohamad
    Dahlan, Nofri Yenita
    Nordin, Shahilah
    2023 IEEE 3RD INTERNATIONAL CONFERENCE IN POWER ENGINEERING APPLICATIONS, ICPEA, 2023, : 258 - 262
  • [6] Optimal Allocation and Sizing of Battery Energy Storage System in Distribution Network Using Mountain Gazelle Optimization Algorithm
    Mumtahina, Umme
    Alahakoon, Sanath
    Wolfs, Peter
    ENERGIES, 2025, 18 (02)
  • [7] Sizing of Battery Energy Storage System for Sustainable Energy in a Remote Area
    Keskamol, Kollawat
    Hoonchareon, Naebboon
    2015 IEEE INNOVATIVE SMART GRID TECHNOLOGIES - ASIA (ISGT ASIA), 2015,
  • [8] A Hybrid Lagrangian and Improved Class Topper Optimization for Optimal Sizing of Battery Energy Storage System
    Krishna Mohan Reddy Pothireddy
    Sandeep Vuddanti
    Smart Grids and Sustainable Energy, 10 (1)
  • [9] A modified NSGA approach for optimal sizing and allocation of distributed resources and battery energy storage system in distribution network
    Siddique, Rabbia
    Raza, Safdar
    Mannan, Abdul
    Khalil, Linta
    Alwaz, Nashitah
    Riaz, Mughees
    MATERIALS TODAY-PROCEEDINGS, 2021, 47 : S102 - S109
  • [10] Optimal sizing of Battery Energy Storage System in Distribution Network
    Ren, Ruihuan
    Hu, Rong
    Liu, Bin
    ENERGY DEVELOPMENT, PTS 1-4, 2014, 860-863 : 572 - +