A Robust Renewable Energy Source-oriented Strategy for Smart Charging of Plug-in Electric Vehicles Considering Diverse Uncertainty Resources

被引:7
作者
Ahmadigorji, M. [1 ]
Mehrasa, M. [2 ]
机构
[1] Islamic Azad Univ, Dept Elect Engn, Nour Branch, Nour, Iran
[2] Univ Grenoble Alpes, CNRS, Grenoble INP, G2ELAB, F-38000 Grenoble, France
来源
INTERNATIONAL JOURNAL OF ENGINEERING | 2023年 / 36卷 / 04期
关键词
Multi-objective Optimization; Plug-In Electric Vehicle; Renewable Energy Sources; Robustness; Smart Charging; Uncertainty Resources;
D O I
10.5829/ije.2023.36.04a.10
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Nowadays, the notion of plug-in electric vehicle (PEV) as a valuable tool of energy management has been extensively employed in smart distribution grids. The main advantage of clean energy as well as elastic behaviour of operation in both electrical load/generation modes can sufficiently justify the utilization of such emerging technology. Moreover, the specific capability of renewable energy sources (RESs) in terms of contribution in PEV smart charging/discharging scheme would cause to remarkable techno-economic benefits in smart grids. However, the load demand, RES generation and also the electrical energy price encounter with uncertainty in practice required to be properly handled. Hence, a non-deterministic optimization model based on information gap decision theory (IGDT) is proposed in this paper to specify a robust PEV smart charging pattern. To solve the multi-objective proposed IGDTbased PEV smart charging (IGDT-PSC) model, the multi-objective version of particle swarm optimization (MOPSO) is utilized to define a set of Pareto optimal solutions. Furthermore, the final solution among the Pareto solutions is selected by means of a linear fuzzy satisfaction rule. The simulation results for a test smart microgrid comprising a PEV, a set of RES units and a load demand verify the effectiveness of the proposed IGDT-PSC model.
引用
收藏
页码:709 / 719
页数:11
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