Optimal Allocation of EV Charging Stations to Support Vast Internal Combustion Engine Vehicle Replacement

Md Shahin Alam, Il-Seop Shin, S. A. Arefifar
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Abstract

Global warming has become a serious issue throughout the entire world. It is mainly caused by environmental pollution from burning fossil fuels. According to the California Air Resources Board, transportation is the state's single largest source of global warming emissions and air pollution. The policymakers proposed a plan that 100% of new cars and light trucks sold in California would be zero-emission vehicles, such as electric vehicles (EVs), by 2035. In this scenario, finding optimal locations of EV charging stations (EVCSs) is highly manifested to support transition to EVs from internal combustion engine vehicles. EV integration into the existing power distribution system will help reduce not only environmental emissions but also operational costs for the utility companies, which leads to financial incentives for the EV owners and general public. This research presents ideas of identifying the optimal locations, finding appropriate charging capacities based on the types of vehicles, and improving operational performance of distribution systems. In addition, EVCSs can work in a hybrid manner where electricity is provided by utilities, solar energy, and energy storage units. By adopting the concept of microgrids, EV owners charge their vehicles during off-peak hours and unload the energy back to the grid during peak hours at higher prices. Utility companies utilize the energy to further reduce their dependency on fossil fuels to provide electricity. The PG&E 69-bus distribution system is used to find the optimal location of charging stations. The operational costs and emissions are evaluated to improve the operational performance.
支持大规模内燃机汽车更换的电动汽车充电站优化配置
全球变暖已经成为全世界的一个严重问题。它主要是由燃烧化石燃料造成的环境污染造成的。据加州空气资源委员会称,交通运输是该州全球变暖排放和空气污染的最大单一来源。政策制定者提出了一项计划,到2035年,在加州销售的新车和轻型卡车将100%是零排放汽车,比如电动汽车(ev)。在这种情况下,寻找电动汽车充电站(evcs)的最佳位置对于支持从内燃机汽车向电动汽车的过渡具有重要意义。将电动汽车整合到现有的配电系统中,不仅有助于减少环境排放,还有助于降低公用事业公司的运营成本,从而为电动汽车车主和公众带来经济激励。本研究提出了确定最佳位置、根据车辆类型找到合适的充电容量以及改善配电系统运行性能的想法。此外,evcs可以以混合方式工作,其中电力由公用事业、太阳能和储能单元提供。通过采用微电网的概念,电动汽车车主可以在非高峰时段充电,并在高峰时段以更高的价格将能量卸载回电网。公用事业公司利用这种能源进一步减少对化石燃料的依赖来提供电力。利用PG&E 69总线分配系统寻找充电站的最优位置。对运行成本和排放进行评估,以提高运行性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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