2020
DOI: 10.3390/en13205260
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A Probabilistic Modeling Based on Monte Carlo Simulation of Wind Powered EV Charging Stations for Steady-States Security Analysis

Abstract: As renewable energy resources such as wind and solar power are developing and the penetration of electric vehicles (EVs) is increasingly integrated into existing systems, uncertainty and variability in power systems have become important issues. The charging demands for EVs and wind power output are recognized as highly variable generation resources (VGRs) with uncertainty, which can cause unexpected disturbances such as short circuits. This can deteriorate the reliability of existing power systems. In respons… Show more

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Cited by 27 publications
(7 citation statements)
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“…To date, few studies have examined the implication of the increase in EV numbers on the grid system [85][86][87][88][89][90][91]. A study conducted by Papadopoulos et al [92] examined how charging EVs may affect the grid power demand profile in the UK by 2030.…”
Section: Impact Of Evs Uptake On Power Grid Capacitymentioning
confidence: 99%
“…To date, few studies have examined the implication of the increase in EV numbers on the grid system [85][86][87][88][89][90][91]. A study conducted by Papadopoulos et al [92] examined how charging EVs may affect the grid power demand profile in the UK by 2030.…”
Section: Impact Of Evs Uptake On Power Grid Capacitymentioning
confidence: 99%
“…Then, a bottom-up approach was designed to forecast the aggregated EV charging model. Gaussian mixture distribution was used in [29] to determine the EV charging demand pattern based-on actual data, which was collected from various charging stations in South Korea. The researcher used the Monte Carlo simulation to generate the aggregated EV charging demand.…”
Section: Introductionmentioning
confidence: 99%
“…Electric vehicles have significant advantages in alleviating global energy shortages and environmental pollution [1][2][3]. At the same time, distributed power generation, which is mainly composed of photovoltaic and wind power, develops rapidly [4]. However, the access of large-scale electric vehicles and the intermittence of renewable energy will aggravate the peak-valley difference of power grid load, making the operation of power grid more difficult to control [5,6].…”
Section: Introductionmentioning
confidence: 99%