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 …
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
Download scientific diagram | Charging-pile energy-storage system equipment parameters from publication: Benefit allocation model of distributed photovoltaic power generation vehicle shed and ...
TL;DR: In this paper, a mobile energy storage charging pile and a control method consisting of the steps that when the mobile ESS charging pile charges a vehicle through an energy storage battery pack, whether the current state of charge of the ESS battery pack is smaller than a preset electric quantity threshold value or not is detected in real …
Furthermore, the designed detection method on charging piles can also be extended to the real-time charging safety detection of four-wheeled EVs and other similar energy storage systems. Download: Download high-res image (1MB) Download: Download full-size image; Figure 1. E-bicycle charging operation on charging pile and …
[7] Hong H, Su Y, Zheng P et al 2021 A SVM-based detection method for electricity stealing behavior of charging pile [J] Procedia Computer Science 183 295-302 Google Scholar [8] Zhang Xiuzhao, Wang Zhimin, Qian Wen et al 2019 Spatio-Temporal Dynamic Load Forecasting of Charging Pile Based on Spatio-Temporal Neural Network …
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 …
This study introduces an enhanced method for detecting the status of charging stations, utilizing a Random Forest-based approach. Charging station status detection is addressed as a binary classification problem. We develop a model employing the Random Forest classification algorithm, which involves normalization and preprocessing of the data. The …
In this paper, an invariance constraint-based federated learning method is proposed to implement the distributed cloud detection for 5G charging devices. In order to solve the problem that the charging devices have large numbers and scattered distribution, a distributed scenario modeling of the charging devices is proposed.
As shown in Fig. 11, this CNTE charging station is located in Sichuan province Yibin China and has 5 charging piles with a total charging capacity of 600 kW. CNTE integrates energy storage with inspection, using storage and charging inspection cabinets to inspect EV batteries while charging.
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, …
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 …
With the popularization of new energy electric vehicles (EVs), the recommendation algorithm is widely used in the relatively new field of charge piles. At the same time, the construction of charging infrastructure is facing increasing demand and more severe challenges. With the ubiquity of Internet of vehicles (IoVs), inter-vehicle …
The distribution and scale of charging piles needs to consider the power allocation and environmental adaptability of charging piles. Through the multi-objective optimization modeling, the heuristic algorithm is used to analyze the distribution strategy of charging piles in the region, and the distribution of charging piles is determined to meet …
The AC charging pile is the main energy supply facility for household electric vehicles, which uses a vehicle mounted charger to charge the power battery. The c ... Due to the small amount of calculation of the adaptive detection method, it is easy to realize the digital system, and its dynamic detection performance can meet the actual ...
new design and construction methods of the energy storage charging pile management system for EV are explored. Moreover, K-Means clustering analysis method is used to analyze the charging
When the battery of an EV is lower than a certain threshold during a trip, it needs to be charged. Hence, the entire journey of an EV from the departure place to the destination is divided into four stages: the travel stage from the departure place to the charging station, the waiting stage at the charging station before charging, the …
However, there is still a lack of a hybrid method for private and public charging points, and the accuracy of monitoring needs to be further improved this paper, a method based on support vector machine (SVM) is proposed to detect electricity stealing behavior of charging piles. Methods by constructing an efficient and feasible ...
Moreover, a coupled PV-energy storage-charging station (PV-ES-CS) is a key development target for energy in the future that can effectively combine the advantages of photovoltaic, energy storage and electric vehicle charging piles, and make full use of them . The photovoltaic and energy storage systems in the station are DC …
Section II: Principles and Structure of DC Charging Pile. DC charging pile are also fixed installations connecting to the alternating current grid, providing a direct current power supply to non-vehicle-mounted electric vehicle batteries. They use three-phase four-wire AC 380V ±15% as input voltage, with a frequency of 50Hz.