基于驾驶行为的插电式移动性和充电灵活性马尔可夫模型

P. Grahn, K. Alvehag, L. Soder
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引用次数: 16

摘要

全球各地的气候目标都在实施减少气候影响的新战略,这鼓励汽车和电力公司考虑电动汽车市场。此外,随着风能和太阳能发电水平的提高,电力系统中的可变发电量正在增加。由于系统的变异性增加,需要用灵活的消费来满足波动。配备可充电电池的电动汽车似乎越来越普遍。因此,作为灵活的消费者,插件车辆(piv)可能会变得有价值。如果是这样,灵活的PIV车主,如果他们足够灵活,可以增加拥有电动汽车的价值。提出了一种新的基于私家车驾驶行为的PIV移动性和充电灵活性马尔可夫模型。通过使用新模型,可以模拟具有许多piv的未来系统的潜在灵活性。案例研究的结果表明,可能需要使用电池作为灵活负载,以减少电网功率波动和负载峰值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Plug-in-vehicle mobility and charging flexibility Markov model based on driving behavior
Climate targets around the globe are enforcing new strategies for reducing climate impacts, which encourage automobile and electricity companies to consider an electrified vehicle market. Furthermore, the variable electricity production in the electric power system is increasing, with higher levels of wind and solar power. Due to the increased variability in the system, the need to meet fluctuations with flexible consumption is intensified. Electric vehicles with rechargeable batteries seem to become an increasingly common feature in the car fleet. Plugin vehicles (PIVs), may therefore become valuable as flexible consumers. If so, flexible PIV owners could, if they are flexible enough, increase the value of owning an electric vehicle. This paper introduces a new PIV Mobility and Charging Flexibility Markov Model, based on driving behavior for private cars. By using the new model, it is possible to simulate the potential flexibility in a future system with many PIVs. The results from a case study indicate a potential need for usage of the batteries as flexible loads to reduce the grid power fluctuations and load peaks.
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