A Dynamic Optimal Scheduling Strategy for Multi-Charging Scenarios of Plug-in-Electric Vehicles Over a Smart Grid

被引:61
作者
Ahmed, Ijaz [1 ]
Rehan, Muhammad [1 ]
Basit, Abdul [1 ]
Tufail, Muhammad [1 ]
Hong, Keum-Shik [2 ,3 ]
机构
[1] Pakistan Inst Engn & Appl Sci PIEAS, Dept Elect Engn, Islamabad 45650, Pakistan
[2] Pusan Natl Univ, Sch Mech Engn, Busan 46241, South Korea
[3] Qingdao Univ, Inst Future, Sch Automat, Qingdao 266071, Peoples R China
关键词
Costs; Load modeling; Optimization; Power system dynamics; Vehicle-to-grid; Power grids; Greenhouse effect; Energy emission dispatch (EED); industrial energy management system (IEMS); plug-in electric vehicle (PEV); plug-in electric vehicle charging coordination (PEVCC); vehicle-to-grid (V2G); valve-point loading effect (VLE); EMISSION DISPATCH PROBLEM; ECONOMIC/ENVIRONMENTAL DISPATCH; ECONOMIC-DISPATCH; OPTIMIZATION; NETWORKS; DEMAND; ALGORITHM; STATIONS; SYSTEMS; MODEL;
D O I
10.1109/ACCESS.2023.3258859
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Green transportation has become our top priority due to the depletion of the earth's natural resources and rising pollutant emission levels. Plug-in electric vehicles (PEVs) are seen as a solution to the problem because they are more cost and environment friendly. Due to rapid industrialization and government incentives for zero-emission transportation, a significant challenge is also constituted in power grids by the self-interested nature of PEVs, with the asymmetry of information between the charging power demand and supply sides. In this paper, we propose an optimal strategy in industrial energy management system, based on evolutionary computing, to characterize different charging situations. The proposed approach considers stochastic, off-peak, peak, and electric power research institute charging scenarios for attaining the vehicle-to-grid capacity in terms of optimal cost and demand. An extensive scheduling of charging cases is studied in order to avoid power outages or scenarios in which there is a significant supply-demand mismatch. Furthermore, the proposed scheme model also reduces the greenhouse gases emission from generation side to build a sustainable generation infrastructure, which maximizes the utility of fuel-based energy production in the presence of certain nonlinear constraints. The simulation analysis demonstrates that PEVs can be charged and discharged in a systematic manner. The participation of transferable load through the proposed methodology can significantly reduce the economic costs, pollutant impacts, efficiency, and security of power grid operation.
引用
收藏
页码:28992 / 29008
页数:17
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