The Multiobjective Based Large-Scale Electric Vehicle Charging Behaviours Analysis
Joint Authors
Zhou, Yimin
Li, Zhifei
Wu, Xinyu
Source
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-16, 16 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-10-16
Country of Publication
Egypt
No. of Pages
16
Main Subjects
Abstract EN
In the paper, the effect of the charging behaviours of electric vehicles (EVs) on the grid load is discussed.
The residential traveling historical data of EVs are analyzed and fitted to predict their probability distribution, so that the models of the traveling patterns can be established.
A nonlinear stochastic programming model with the maximized comprehensive index is developed to analyze the charging schemes, and a heuristic searching algorithm is used for the optimal parameters configuration.
With the comparison of the evaluation criteria, the multiobjective strategy is more appropriate than the single-objective strategy for the charging, i.e., electricity price.
Furthermore, considering the characteristics of the normal batteries and charging piles, user behaviour and EV scale, a Monte Carlo simulation process is designed to simulate the large-scale EVs traveling behaviours in long-term periods.
The obtained simulation results can provide prediction for the analysis of the energy demand growth tendency of the future EVs regulation.
As a precedent of open-source simulation system, this paper provides a stand-alone strategy and architecture to regulate the EV charging behaviours without the unified monitoring or management of the grid.
American Psychological Association (APA)
Zhou, Yimin& Li, Zhifei& Wu, Xinyu. 2018. The Multiobjective Based Large-Scale Electric Vehicle Charging Behaviours Analysis. Complexity،Vol. 2018, no. 2018, pp.1-16.
https://search.emarefa.net/detail/BIM-1133074
Modern Language Association (MLA)
Zhou, Yimin…[et al.]. The Multiobjective Based Large-Scale Electric Vehicle Charging Behaviours Analysis. Complexity No. 2018 (2018), pp.1-16.
https://search.emarefa.net/detail/BIM-1133074
American Medical Association (AMA)
Zhou, Yimin& Li, Zhifei& Wu, Xinyu. The Multiobjective Based Large-Scale Electric Vehicle Charging Behaviours Analysis. Complexity. 2018. Vol. 2018, no. 2018, pp.1-16.
https://search.emarefa.net/detail/BIM-1133074
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1133074