Modelling electric vehicles use: a survey on the methods

被引:150
作者
Daina, Nicolo [1 ]
Sivakumar, Aruna [1 ]
Polak, John W. [1 ]
机构
[1] Imperial Coll London, Dept Civil & Environm Engn, Ctr Transport Studies, Exhibit Rd, London SW7 2AZ, England
基金
英国工程与自然科学研究理事会;
关键词
Electric vehicles use; Activity based models; Charging behaviour; PLUG-IN HYBRID; ENERGY-SOURCES; DEMAND MANAGEMENT; POWER-SYSTEMS; FUEL VEHICLES; CHOICE; IMPACTS; MARKET; PREFERENCES; TECHNOLOGY;
D O I
10.1016/j.rser.2016.10.005
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In the literature electric vehicle use is modelled using of a variety of approaches in power systems, energy and environmental analyses as well as in travel demand analysis. This paper provides a systematic review of these diverse approaches using a twofold classification of electric vehicle use representation, based on the time scale and on substantive differences in the modelling techniques. For time of day analysis of demand we identify activity-based modelling (ABM) as the most attractive because it provides a framework amenable for integrated cross-sector analyses, required for the emerging integration of the transport and electricity network. However, we find that the current examples of implementation of AMB simulation tools for EV-grid interaction analyses have substantial limitations. Amongst the most critical there is the lack of realism how charging behaviour is represented.
引用
收藏
页码:447 / 460
页数:14
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