Related Experiment Video
Updated: Jun 27, 2025
14:55
Evaluating the Effect of Roadside Parking on a Dual-Direction Urban Street
Published on: January 20, 2023
3.3K
EVCSeer: An Exploratory Study on Electric Vehicle Charging Stations Utilization via Visual Analytics.
IEEE Computer Graphics and Applications
|May 3, 2024
Summary
Optimizing electric vehicle charging infrastructure requires understanding utilization. EVCSeer, a visual analytics system, analyzes factors influencing charging station use to improve planning and funding for electric vehicle charging networks.
Area of Science:
- Electric vehicle infrastructure development
- Sustainable transportation systems
- Operations research
Background:
- Widespread electric vehicle (EV) adoption necessitates extensive charging infrastructure.
- Current research often overlooks charging station utilization and its influencing factors.
- Technical and financial constraints challenge the deployment of EV charging stations.
Purpose of the Study:
- To evaluate electric vehicle charging station operations and utilization.
- To inform planning and optimize funding for charging infrastructure expansion.
- To analyze factors impacting charging station utilization.
Main Methods:
- Development of EVCSeer, a visual analytics system.
- Integration of representative predictive models and visualizations.
- Analysis of charging station utilization patterns and influencing factors.
- Conducting case studies, expert interviews, and a user study.
Main Results:
- EVCSeer effectively analyzes factors affecting charging station utilization.
- The system facilitates comparison of different EV charging deployment strategies.
- "What-if" analysis capabilities enable optimization of charging station deployments.
- Case studies and user feedback validate the system's usefulness.
Conclusions:
- Understanding and optimizing charging station utilization is crucial for effective EV infrastructure planning.
- Visual analytics systems like EVCSeer can significantly improve the planning and financial efficiency of EV charging networks.
- The study provides a framework for better management and expansion of electric vehicle charging infrastructure.
Related Concept Videos
01:21Manipulation and Analysis
23
GIS manipulation and analysis functions are vital for decision-making and planning. These activities range from data retrieval tasks, such as selecting information based on specific criteria, to advanced analytical techniques that address complex spatial problems.One critical GIS analysis method is overlaying, which combines multiple data layers to examine impacts. For example, overlaying a river-dammed lake boundary with road networks can identify affected infrastructure. Another common...
23
01:25Electric Field Lines
7.6K
The three-dimensional representation of the electric field of a positive point charge requires tracing the electric field vectors, whose lengths decrease as the square of their distance from the charge and which point away from the charge at each point. This vector field is no doubt challenging to visualize. The visualization of electric fields becomes quickly intractable as the number of charges increases.
The solution to this problem is to use electric field lines, which are not vectors but...
The solution to this problem is to use electric field lines, which are not vectors but...
7.6K
01:16Voltammograms: Overview
202
Voltammograms are current plots as a function of applied potential, offering insights into electrochemical systems. The shape of a voltammogram depends on how the current is measured and whether convection (heat transfer by fluid movement) is present or absent.
Shapes of Voltammograms
Shapes of Voltammograms
202
01:15Charging 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
01:21Voltammetry: Factors Affecting Measurements
156
A current produced due to the redox reactions of the analyte at the working and auxiliary electrodes is called a faradaic current. The reaction can be divided into two types. The current generated due to the reduction of the analyte is called cathodic current, and it carries a positive charge. In contrast, the current produced by analyte oxidation is known as an anodic current, and it has a negative charge. The applied potential at the working electrode determines the faradaic current flow, and...
156
01:12Determining 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