Research on Multi Objective Planning Model of Distributed Photovoltaic in Distribution Network Based on Electromagnetism-like Mechanism Algorithm

被引:0
作者
Li Wensheng [1 ]
Zhong Hongshi [1 ]
Wang Kun [1 ]
Wei Zhen [2 ]
Duan Xingyu [3 ]
机构
[1] State Grid Qingdao Jimo Power Supply Co, Qingdao 266200, Shandong, Peoples R China
[2] Qingdao Elect Power Co, Qingdao 266002, Shandong, Peoples R China
[3] Qingdao Univ, Sch Elect Engn, Qingdao 266071, Shandong, Peoples R China
来源
2024 IEEE 7TH INTERNATIONAL CONFERENCE ON AUTOMATION, ELECTRONICS AND ELECTRICAL ENGINEERING, AUTEEE | 2024年
关键词
multi objective planning model; distributed photovoltaic; electromagnetism-likemechanism algorithm; distribution network;
D O I
10.1109/AUTEEE62881.2024.10869690
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The multi objective planning Model of distributed photovoltaic in distribution network is constructed in this paper, and the objective functions include the comprehensive cost during the planning period and the comprehensive vulnerability index of the power grid. The model is solved by the electromagnetism-like mechanism algorithm. The advantages of the electromagnetism-like mechanism algorithm lie in its simple optimization mechanism, fast response speed, and easy implementation. Using the IEEE 33-node distribution system as a reference, the merits of the suggested algorithm and the validity of the constructed model are confirmed through simulation experiments.
引用
收藏
页码:684 / 687
页数:4
相关论文
共 8 条
[1]   Integration of distributed PV into smart grids: A comprehensive analysis for Germany [J].
Chen, Shuo ;
Heilscher, Gerd .
ENERGY STRATEGY REVIEWS, 2024, 55
[2]   Research on a Distributed Photovoltaic Two-Level Planning Method Based on the SCMPSO Algorithm [J].
Dong, Ang ;
Lee, Seon-Keun .
ENERGIES, 2024, 17 (13)
[3]   Hybridizing electromagnetism-like mechanism algorithm with migration strategy for layout and size optimization of truss structures with frequency constraints [J].
Hosseinzadeh, Yousef ;
Taghizadieh, Nasser ;
Jalili, Shahin .
NEURAL COMPUTING & APPLICATIONS, 2016, 27 (04) :953-971
[4]   Optimal allocation of solar photovoltaic distributed generation in electrical distribution networks using Archimedes optimization algorithm [J].
Janamala, Varaprasad ;
Rani, K. Radha .
CLEAN ENERGY, 2022, 6 (02) :1036-1052
[5]  
Jiang J, 2014, Journal of Information & Computational Science, V11, P5895
[6]  
Lv C., 2017, Energy and Power Engineering, V09, P127, DOI [10.4236/epe.2017.94B016, DOI 10.4236/EPE.2017.94B016]
[7]   An improved electromagnetism-like mechanism algorithm for energy-aware many-objective flexible job shop scheduling [J].
Qu, Minghao ;
Zuo, Ying ;
Xiang, Feng ;
Tao, Fei .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2022, 119 (7-8) :4265-4275
[8]  
Wang Shuaijie, 2024, Energy, P2