确定影响电动汽车充电站在扩展网络中的性能因素
1Department of Urban Technology, Faculty of Technology, Amsterdam University of Applied Sciences, Amsterdam, The Netherlands.
PloS one
|April 26, 2024
概括
优化电动汽车 (EV) 充电基础设施需要了解性能. 这项研究结合了地理数据和利用指标,以预测充电站的成功,突出显示用户行为.
科学领域:
- 城市规划 城市规划
- 运输工程 运输工程
- 能源系统 能源系统
背景情况:
- 电动汽车 (EV) 的日益普及,需要战略性扩大充电基础设施.
- 资源优先考虑对于优化电动汽车充电站的部署和性能至关重要.
- 政策制定者在确定高性能充电地点时面临挑战.
研究的目的:
- 开发一种方法来测量和预测电动汽车充电站的性能.
- 为决策者提供数据驱动的洞察力,以优先考虑基础设施.
- 确定影响充电站性能的关键因素.
主要方法:
- 使用了结合当前网络利用数据的回归模型.
- 集成可用的地理数据与充电站性能指标.
- 分析了用户特征对站点性能的影响.
主要成果:
- 结合地理数据和网络性能指标的预测模型被证明是最有效的.
- 在公共充电站之间存在很大的差异.
- 频繁使用者的特点对充电站的性能有很大影响.
结论:
- 地理数据和当前的性能指标对于预测未来充电基础设施的成功至关重要.
- 了解用户行为对于优化充电站放置和资源分配至关重要.
- 数据驱动的方法可以提高电动汽车充电网络开发的效率.
相关概念视频
Maximum Power Flow and Line Loadability
107
The maximum power flow for lossy transmission lines is derived using ABCD parameters in phasor form. These parameters create a matrix relationship between the sending-end and receiving-end voltages and currents, allowing the determination of the receiving-end current. This relationship facilitates calculating the complex power delivered to the receiving end, from which real and reactive power components are derived.
107
Secondary Distribution
84
Secondary distribution systems provide electrical energy at the utilization voltage levels from distribution transformers to customer meters. Typical secondary voltages in the United States include 120/240 V for residential use, 208Y/120 V for residential and commercial use, and 480Y/277 V for industrial and high-rise commercial use.
In residential areas, 120/240 V single-phase, three-wire service is commonly used for lighting, outlets, and large appliances. Urban areas with high-density loads...
In residential areas, 120/240 V single-phase, three-wire service is commonly used for lighting, outlets, and large appliances. Urban areas with high-density loads...
84
Transformers in Distribution System
102
Transformers in distribution systems can be broadly categorized into distribution substation transformers and other distribution transformers. They are crucial for stepping down high transmission voltages to levels suitable for distribution and end-user applications.
Distribution substation transformers come in various ratings and typically use mineral oil for insulation and cooling. To prevent moisture and air from entering the oil, some transformers use an inert gas like nitrogen to fill the...
Distribution substation transformers come in various ratings and typically use mineral oil for insulation and cooling. To prevent moisture and air from entering the oil, some transformers use an inert gas like nitrogen to fill the...
102
Determining Electric Field From Electric Potential
4.4K
The electric field and electric potential are related to each other. If the electric field at various points in the region of interest is known, it can be used to calculate the electric potential difference between any two points. Similarly, if the electric potential is known for various points, then it is possible to calculate the electric field.
In general, regardless of whether the electric field is uniform, it points in the direction of decreasing potential because the force on a positive...
In general, regardless of whether the electric field is uniform, it points in the direction of decreasing potential because the force on a positive...
4.4K
Charging Conductors By Induction
7.7K
The Earth is a good conductor of electricity, and it is so big that it can be considered an infinite source or sink of charges. It can easily exchange charges with any matter.
Generally, conductors like metals do not allow any excess charge to be present on them. Any excess charge added to metals easily flows away, for example, when a metal is placed on the Earth. This process is called earthing.
However, conductors can be charged by a process called induction. For example, consider charging a...
Generally, conductors like metals do not allow any excess charge to be present on them. Any excess charge added to metals easily flows away, for example, when a metal is placed on the Earth. This process is called earthing.
However, conductors can be charged by a process called induction. For example, consider charging a...
7.7K
Primary Distribution
102
Primary distribution systems deliver electrical power from substations to consumers through various voltage classes, with 15-kV class voltages being predominant among U.S. utilities. Older 2.5- and 5-kV classes are being replaced by 15-kV primaries, while higher 25- to 34.5-kV classes are used in high-density urban areas and rural regions with long feeders. Three-phase, four-wire multigrounded systems are widely employed for balanced power delivery, using the neutral wire as a grounding point.
102


