Multi-objective Optimal Sizing of an AC/DC Grid Connected Microgrid System

被引:0
|
作者
Amoura, Yahia [1 ,3 ]
Pedroso, Andre [1 ,4 ]
Ferreira, Angela [1 ]
Lima, Jose [1 ,2 ]
Torres, Santiago [3 ]
Pereira, Ana I. [1 ]
机构
[1] Inst Politecn Braganca, Res Ctr Digitalizat & Intelligent Robot CeDRI, Braganca, Portugal
[2] INESC TEC INESC Technol & Sci, Porto, Portugal
[3] Univ Laguna, San Cristbal La Lagun, Spain
[4] Univ Tecnol Fed Parana, Curitiba, Parana, Brazil
关键词
Microgrid; Renewable energy; Optimization; Clustering; Sizing; OPTIMIZATION;
D O I
10.1007/978-3-031-53036-4_23
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Considering the rising energy needs and the depletion of conventional energy sources, microgrid systems combining wind energy and solar photovoltaic power with diesel generators are promising and considered economically viable for usage. To evaluate system cost and dependability, optimizing the size of microgrid system elements, including energy storage systems connected with the principal network, is crucial. In this line, a study has already been performed using a uni-objective optimization approach for the techno-economic sizing of a microgrid. It was noted that, despite the economic criterion, the environmental criterion can have a considerable impact on the elements constructing the microgrid system. In this paper, two multi-objective optimization approaches are proposed, including a non-dominated sorting genetic algorithm (NSGA-II) and the Pareto Search algorithm (PS) for the eco-environmental design of a microgrid system. The k-means clustering of the non-dominated point on the Pareto front has delivered three categories of scenarios: best economic, best environmental, and trade-off. Energy management, considering the three cases, has been applied to the microgrid over a period of 24 h to evaluate the impact of system design on the energy production system's behavior.
引用
收藏
页码:326 / 342
页数:17
相关论文
共 50 条
  • [31] Modeling and Simulation of Grid-connected Hybrid AC/DC Microgrid
    Ding, Fei
    Loparo, Kenneth A.
    Wang, Chengshan
    [J]. 2012 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING, 2012,
  • [32] Optimal multi-objective sizing of a residential microgrid in Egypt with different ToU demand response percentages
    Gamil, Mahmoud M.
    Senjyu, Tomonobu
    Takahashi, Hiroshi
    Hemeida, Ashraf M.
    Krishna, Narayanan
    Lotfy, Mohammed Elsayed
    [J]. SUSTAINABLE CITIES AND SOCIETY, 2021, 75
  • [33] Multi-Objective Optimal Sizing for Battery Storage of PV-Based Microgrid with Demand Response
    Zhou, Nan
    Liu, Nian
    Zhang, Jianhua
    Lei, Jinyong
    [J]. ENERGIES, 2016, 9 (08)
  • [34] Simulation Analysis of Grid-connected AC/DC Hybrid Microgrid
    Liang, Beiming
    Kang, Li
    Zhang, Zhaoyun
    Hu, Biwu
    Zhao, Yang
    Liu, Guozhong
    Zhang, Zhi
    Yao, Na
    [J]. PROCEEDINGS OF THE 2018 13TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2018), 2018, : 969 - 974
  • [35] Multi-objective Optimization for Optimal Placement and Sizing of DG in Distribution System
    Li, Lingfang
    Cai, Wangtong
    Feng, Yuang
    Sun, Peng
    Lu, Siyu
    Yang, Junwen
    Guo, Zhifei
    Chen, Yixuan
    Zhou, Baorong
    [J]. 2022 4TH ASIA ENERGY AND ELECTRICAL ENGINEERING SYMPOSIUM (AEEES 2022), 2022, : 724 - 729
  • [36] Optimal Sizing of an Island Hybrid Microgrid Based on Improved Multi-Objective Grey Wolf Optimizer
    Zhu, Wenqiang
    Guo, Jiang
    Zhao, Guo
    Zeng, Bing
    [J]. PROCESSES, 2020, 8 (12) : 1 - 24
  • [37] Coordinated optimal control and dispatching operation of grid-connected AC/DC hybrid microgrid group
    Lyu, Zhilin
    Yi, Jiaqi
    Song, Jian
    Liu, Bin
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2023, 221
  • [38] Optimal Sizing of Single-Phase DC/AC Converter for Grid-Connected PV Applications
    Tiss, Ibtissem
    Mejbri, Hanen
    Ammous, Kaicar
    Alahdal, Abdulrahman
    Ammous, Anis
    [J]. 2016 7TH INTERNATIONAL RENEWABLE ENERGY CONGRESS (IREC), 2016,
  • [39] Multi-objective optimal sizing of hybrid energy storage systems for grid-connected wind farms using fuzzy control
    Du, Rui
    Zou, Penghui
    Ma, Chao
    [J]. JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2021, 13 (01)
  • [40] Multi-objective Optimal Planning for AC Electrical Collector and VSC-MTDC Transmission Grid-connected System of Offshore Wind Farms
    Liang, Yutao
    Lin, Shunjiang
    Feng, Xiangyong
    Lai, Xin
    Liu, Mingbo
    [J]. Dianwang Jishu/Power System Technology, 2024, 48 (06): : 2404 - 2415