Optimal Capacity and Location for Renewable-based Microgrids Considering Economic Planning in Distribution Networks

被引:13
作者
Aazami, R. [1 ]
Dabestani, S. [1 ]
Shirkhani, M. [1 ]
机构
[1] Ilam Univ, Dept Elect Engn, Smart Elect Distribut Network Lab, Ilam, Iran
来源
INTERNATIONAL JOURNAL OF ENGINEERING | 2023年 / 36卷 / 12期
关键词
Microgrid Locating; Two-level Particle Swarm Optimization; Algorithm; Distributed Generation Capacity; Optimization; Economic Planning; DYNAMIC MULTIOBJECTIVE MODEL; OPERATION;
D O I
10.5829/ije.2023.36.12c.06
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
By integrating distributed generation resources with the distribution network, the stability and reliability of the distribution network will increase. Due to the advantages of microgrids and the need to implement them, as well as the high cost of installation of distributed generation resources, the existence of a comprehensive and optimal method by considering various aspects of microgrid design is felt more than ever. In this paper, an optimal method for designing microgrids with various conditions is presented. In the first stage, the design of microgrids is discussed on a multi-purpose basis, considering its economic aspects. At this stage, to make a compromise between the economic aspects, the proposed problem is modeled as two-objective functions. In the second stage, the design of distributed generation sources is done in the first level and then in the second level, the optimal placement of switches is done to determine the electrical boundaries of microgrids. In this paper, the discussion of optimal microgrid location based on economic planning using a two-level particle swarm optimization (PSO) algorithm on the standard IEEE 33 Bus network in MATLAB software was performed and for this network, three microgrids with two keys were used.
引用
收藏
页码:2175 / 2183
页数:9
相关论文
共 29 条
[1]   Optimal Control of an Energy-Storage System in a Microgrid for Reducing Wind-Power Fluctuations [J].
Aazami, Rahmat ;
Heydari, Omid ;
Tavoosi, Jafar ;
Shirkhani, Mohammadamin ;
Mohammadzadeh, Ardashir ;
Mosavi, Amir .
SUSTAINABILITY, 2022, 14 (10)
[2]  
Abdel-Salam M, 2016, PROCEEDINGS OF 2016 EIGHTEENTH INTERNATIONAL MIDDLE EAST POWER SYSTEMS CONFERENCE (MEPCON), P866, DOI 10.1109/MEPCON.2016.7836997
[3]   A Robust Renewable Energy Source-oriented Strategy for Smart Charging of Plug-in Electric Vehicles Considering Diverse Uncertainty Resources [J].
Ahmadigorji, M. ;
Mehrasa, M. .
INTERNATIONAL JOURNAL OF ENGINEERING, 2023, 36 (04) :709-719
[4]   Dynamic Modeling and Controller Design of Distribution Static Compensator in a Microgrid Based on Combination of Fuzzy Set and Galaxy-based Search Algorithm [J].
Ara, A. Lashkar ;
Tolabi, H. Bagheri ;
Hosseini, R. .
INTERNATIONAL JOURNAL OF ENGINEERING, 2016, 29 (10) :1392-1400
[5]  
Belfkira R., 2009, Ph. D. Thesis,
[6]   Optimization of micro-grid system using MOPSO [J].
Borhanazad, Hanieh ;
Mekhilef, Saad ;
Ganapathy, Velappa Gounder ;
Modiri-Delshad, Mostafa ;
Mirtaheri, Ali .
RENEWABLE ENERGY, 2014, 71 :295-306
[7]   A New Model Predictive Control Method for Buck-Boost Inverter-Based Photovoltaic Systems [J].
Danyali, Saeed ;
Aghaei, Omid ;
Shirkhani, Mohammadamin ;
Aazami, Rahmat ;
Tavoosi, Jafar ;
Mohammadzadeh, Ardashir ;
Mosavi, Amir .
SUSTAINABILITY, 2022, 14 (18)
[8]   Two-Layer Game Theoretic Microgrid Capacity Optimization Considering Uncertainty of Renewable Energy [J].
Fang, Fang ;
Zhu, Zhongyan ;
Jin, Shunping ;
Hu, Shiyan .
IEEE SYSTEMS JOURNAL, 2021, 15 (03) :4260-4271
[9]   Optimal sizing and siting of renewable energy resources in distribution systems considering time varying electrical/heating/cooling loads using PSO algorithm [J].
HassanzadehFard, Hamid ;
Jalilian, Alireza .
INTERNATIONAL JOURNAL OF GREEN ENERGY, 2018, 15 (02) :113-128
[10]   A novel objective function for optimal DG allocation in distribution systems using meta-heuristic algorithms [J].
HassanzadehFard, Hamid ;
Jalilian, Alireza .
INTERNATIONAL JOURNAL OF GREEN ENERGY, 2016, 13 (15) :1624-1634