DOI: 10.1109/ICCMC48092.2020.ICCMC-000157 Corpus ID: 216103888 Fault Detection of Electric Vehicle Charging Piles Based on Extreme Learning Machine Algorithm @article{Gao2020FaultDO, title={Fault Detection of Electric Vehicle Charging Piles Based on Extreme Learning Machine Algorithm}, author={Xinming Gao and Gaoteng Yuan and …
DOI: 10.1109/ICCMC48092.2020.ICCMC-000157 Corpus ID: 216103888 Fault Detection of Electric Vehicle Charging Piles Based on Extreme Learning Machine Algorithm @article{Gao2020FaultDO, title={Fault Detection of Electric Vehicle Charging Piles Based on Extreme Learning Machine Algorithm}, author={Xinming Gao and Gaoteng Yuan and …
New energy electric vehicles will become a rational choice to achieve clean energy alternatives in the transportation field, and the advantages of new energy electric vehicles rely on high energy storage density batteries and efficient and fast charging technology. This paper introduces a DC charging pile for new energy electric …
Research on the Development and Application of Charging Piles Based on the Development of New Energy Vehicles Cao Lucui 1 Published under licence by IOP Publishing Ltd IOP Conference Series: Earth and Environmental Science, Volume 565, 2020 6th International Conference on Energy Science and Chemical Engineering 17-19 July …
By constructing a recognition model of the electricity stealing behavior of a charging pile, the purpose of anti-stealing electricity from a charging pile is achieved. Tan et al. (2020) proposed ...
By constructing a recognition model of the electricity stealing behavior of a charging pile, the purpose of anti-stealing electricity from a charging pile is achieved. Tan et al. (2020) proposed ...
This paper puts forward the dynamic load prediction of charging piles of energy storage electric vehicles based on time and space constraints in the Internet of Things environment, which can improve the load prediction effect of charging piles of electric vehicles and solve the problems of difficult power grid control and low power …
Based on this, combining energy storage technology with charging piles, the method of increasing the power scale of charging piles is studied to reduce the waiting time for …
The environmental impacts of different vehicle electrification strategies are quantified using a newly developed integrated energy system optimization model, whose structure is presented in Fig. 1 ...
Battery Energy Storage System (BESS) | The Ultimate Guide
ABM is established to present individual charging and parking behavior. • The process of cruising for available charging facilities or spaces is described. • The fixed proportion of setting charging piles on spaces can be optimized. • …
In this study, to develop a benefit-allocation model, in-depth analysis of a distributed photovoltaic-power-generation carport and energy-storage charging-pile …
The energy storage charging pile achieved energy storage benefits through charging during off-peak periods and discharging during peak periods, with benefits ranging from 699.94 to 2284.23 yuan (see …
The construction of public-access electric vehicle charging piles is an important way for governments to promote electric vehicle adoption. The endogenous relationships among EVs, EV charging piles, and public attention are investigated via a panel vector autoregression model in this study to discover the current development …
The energy storage charging pile management system for EV is divided into three modules: energy storage charging pile equipment, cloud service platform, and mobile client. The overall design …
With the development and improvement of the interactive operation mechanism of charging piles, the demand for the optimal configuration of electric vehicle charging stations and the construction of sufficient charging facilities is also increasing, and the ability of distribution network to accept charging piles is a direct reference for the planning and configuration …
Abstract This paper proposes a preventive maintenance decision model for electric vehicle charging stations based on mutation operators and lifecycle optimization to address the impact of potential... 1 INTRODUCTION In …
Energy storage technologies: An integrated survey of ...
Proposal of a mathematical model for electric vehicle (EV) charging and discharging scheduling, utilizing charging and discharging prices, states, and power as …
A method to optimize the configuration of charging piles(CS) and energy storage(ES) with the most economical coordination is proposed. It adopts a two-layer and multi-scenario optimization configuration method. The upper layer considers the configuration of charging piles and energy storage. In the system coupled with the road network, the upper layer …
With the gradual popularization of electric vehicles, users have a higher demand for fast charging. Taking Tongzhou District of Beijing and several cities in Jiangsu Province as examples, the charging demand of electric vehicles is studied. Based on this, combining energy storage technology with charging piles, the method of increasing the power …
and storage; Multisim software is used to build an EV charging model in order to simulate the charge control ... and use requirements of the energy-storage charging pile ; (2) the control guidance ...
is fulfilled. The principle of the transition is stated as follows. The graph is deemed as a set of zeniths, which are nodes linked to each other by lines called edges. The numbers of new-energy vehicles and charging piles are first counted according to …
3.1 Movable Energy Storage Charging SystemAt present, fixed charging pile facilities are widely used in China, although there are many limitations, such as limited resource utilization, limited by power infrastructure, and limited number of charging facilities. Facing ...
In this paper, the battery energy storage technology is applied to the traditional EV (electric vehicle) charging piles to build a new EV charging pile with …
With the construction of the new power system, a large number of new elements such as distributed photovoltaic, energy storage, and charging piles are continuously connected to the distribution network. How to achieve the effective consumption of distributed power, reasonably control the charging and discharging power of charging piles, and achieve …
Journal of Electrical Engineering & Technology (2023) 18:4301–4319 43031 3 Fig. 1 Block diagram of the DC charging pile system Fig. 2 The charging unit consisting of a Vienna rectier, a DC transformer, and a DC converter 4304 Journal of Electrical Engineering
The battery for energy storage, DC charging piles, and PV comprise its three main components. These three parts form a microgrid, ... The size of the dispatching interval determines how the 24 h are divided; for instance, if the dispatching interval is …
This paper studies the power dispatch problem of a grid-connected GCS installed with PV panels, ESS, and charging piles. The GCS utilizes the energy storage …
In this paper, the battery energy storage technology is applied to the traditional EV (electric vehicle) charging piles to build a new EV charging pile with integrated charging, discharging, and ...
Research on Distribution Strategy of Charging Piles for Electric Vehicles Jifa Wang 1 and Wenqing Zhao 1 Published under licence by IOP Publishing Ltd IOP Conference Series: Earth and Environmental Science, Volume 781, 3. Resources and Energy, Power ...