Optimal economic analysis of electric vehicle charging stations, renewable energy technologies, and capacitor banks in distribution networks

IF 2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
My Ha Le, Thai Dinh Pham, Thang Trung Nguyen
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引用次数: 0

Abstract

The study optimizes the placement of electric vehicle charging stations (EVCSs), photovoltaic power plants (PVPPs), wind turbine power plants (WTPPs), battery energy storage system (BESS), and capacitor bank (CB), considering AC and DC chargers for the EVCSs by using the wave search algorithm (WSA), particle swarm optimization (PSO) algorithm, artificial bee colony (ABC) algorithm, and salp swarm algorithm (SSA). The objective is to minimize the sum of the cost of electric energy supplied by the grid and the total costs from the added electric components for a 15-year project, including investment cost, operation, and maintenance (O&M) cost. Finally, WSA can reach a smaller total cost than others. The hybrid system with all the components costs 21.83% less than the base system for a 15-year project life cycle. The total revenue and investment and O&M costs are about $15.3 million and $11.3 million. So, the total profit is about $4 million, equivalent to 35.38%. Furthermore, the smallest voltage is increased from about 0.91 to 0.96 pu, and the highest branch current is reduced from about 387 to 329 A, meeting 45.54% of the total consumption in the system. Thus, the integration of the EVCSs, PVPPs, WTPPs, BESS, and CB into distribution power networks can bring a very high profit.

Abstract Image

配电网中电动汽车充电站、可再生能源技术和电容器组的最优经济分析
本研究采用波浪搜索算法(WSA)、粒子群优化算法(PSO)、人工蜂群算法(ABC)和salp群算法(SSA)对电动汽车充电站(evcs)、光伏电站(PVPPs)、风力发电厂(WTPPs)、电池储能系统(BESS)和电容器组(CB)的布局进行优化,并考虑电动车充电站的交流充电器和直流充电器。目标是在一个为期15年的项目中,将电网提供的电能成本和增加的电气部件的总成本(包括投资成本、运营成本和维护成本)的总和最小化。最后,WSA可以达到比其他方法更小的总成本。在15年的项目生命周期中,包含所有组件的混合系统的成本比基础系统低21.83%。总收入、投资和运营成本分别为1530万美元和1130万美元。因此,总利润约为400万美元,相当于35.38%。最小电压从约0.91提高到0.96 pu,最大支路电流从约387降低到329 A,满足系统总功耗的45.54%。因此,将evcs、PVPPs、WTPPs、BESS和CB集成到配电网中可以带来非常高的利润。
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来源期刊
Iet Generation Transmission & Distribution
Iet Generation Transmission & Distribution 工程技术-工程:电子与电气
CiteScore
6.10
自引率
12.00%
发文量
301
审稿时长
5.4 months
期刊介绍: IET Generation, Transmission & Distribution is intended as a forum for the publication and discussion of current practice and future developments in electric power generation, transmission and distribution. Practical papers in which examples of good present practice can be described and disseminated are particularly sought. Papers of high technical merit relying on mathematical arguments and computation will be considered, but authors are asked to relegate, as far as possible, the details of analysis to an appendix. The scope of IET Generation, Transmission & Distribution includes the following: Design of transmission and distribution systems Operation and control of power generation Power system management, planning and economics Power system operation, protection and control Power system measurement and modelling Computer applications and computational intelligence in power flexible AC or DC transmission systems Special Issues. Current Call for papers: Next Generation of Synchrophasor-based Power System Monitoring, Operation and Control - https://digital-library.theiet.org/files/IET_GTD_CFP_NGSPSMOC.pdf
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