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A platform for personal e-mobility with route forecasting
(IEEE, 2020)
This study reports a new e-mobility platform to construct effective usage of charging points by electric vehicle users to eliminate long charge durations. The e-mobility platform includes such subsystems as smartphones, ...
Load profile segmentation for electricity market settlement
(IEEE, 2020-09)
An unsupervised learning method is used to create clusters for electricity load profiles within a group of real customers. A time-series analysis method (hierarchical clustering) is adopted. A case study is conducted with ...
V2G applicable electric vehicle chargers, power converters & their controllers: A review
(IEEE, 2020-05-27)
This paper aims to present various grid-connected electric vehicle (EV) charger topologies with battery technologies and power electronics converters utilized in bidirectional EV chargers including DC/DC synchronous buck ...
Prediction algorithm & learner selection for European day-ahead electricity prices
(IEEE, 2020-10)
The prediction of day-ahead electricity prices with higher accuracy is always helpful for the market players of the power exchange. This study was intended in the first place to find out the best time series prediction ...
The impact of electric vehicle charging stations on power distribution grid by statistical and probabilistic simulation
(IEEE, 2020-10-20)
Number of electric vehicle charging stations have been increasing for the last decade. They will significantly affect the power distribution grid in terms of increased load and uncertainty. This paper analyzes the impact ...
Predictor analysis for electricity price forecasting by multiple linear regression
(IEEE, 2020)
This paper examines the multiple linear regression method on electricity price forecasting. Numerous predictors are analyzed to reduce the mean absolute percentage error. The training data includes the dates from September ...
Optimal battery sizing in micro-grid by linear programming
(IEEE, 2020-10-20)
Energy storage plays a crucial role in the micro-grid design in which no grid connection is possible. Although the cost of storage reduced in the past decade, it is still considerably high; thus, the optimization of the ...
A stochastic simulation for a hybrid system of solar panels and EV chargers
(IEEE, 2020-10-20)
In line with the increasing number of electric vehicles, a stochastic approach that simulates the charging stations which is managed hybridlike system of a solar array is discussed in this study. A smart charging system ...
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