Review on the risk and treatment of electric vehicle charging pile ...
The equivalent circuit diagram of the electric vehicle charging pile is shown in Figure 1 [19]. In Figure 1, S1, S2, S3, and S4 are switching elements; the function of …
The equivalent circuit diagram of the electric vehicle charging pile is shown in Figure 1 [19]. In Figure 1, S1, S2, S3, and S4 are switching elements; the function of …
The simulation results of this paper show that: (1) Enough output power can be provided to meet the design and use requirements of the energy-storage charging pile; (2) the control guidance circuit can meet the requirements of the charging pile; (3) during the switching process of charging pile connection state, the voltage state changes smoothly.
In case of a fault, the charging pile will display the related fault code on the charging fault record page, the fault light will be on, and the output of the charging pile will be cut off. Faults in charging piles can be reset by swiping the card. After the settlement is completed, faults will be warned and reset, and the charging pile will enter the standby state.
The importance of maintaining charging piles lies in the fact that influences by the changeable environment and ageing inner parts can cause various faults. Regular examination and maintenance are necessary during both product storage and using processes.
If a fault is not cleared in a charging pile, it could not work normally after started a second time. After settlement completion, faults are warned and reset, and the charging pile enters a standby state. Only after the fault has been cleared can the charging pile work by restarting.
In fact, there is lack of conditions in which piles are only subjected to surcharge loads. For example, although NSF is caused by the withdrawal of the groundwater table on piles carrying a tall building, the behaviour of NSF is heavily governed by the tall building (axial load).
CS-LR is first used to classify the fault data of smart charging piles, then the CS-SVM is adopted to predict the faults based on the classified data. The feasibility of the proposed model is illustrated through the case study on fault prediction of real-world smart charging piles.
The equivalent circuit diagram of the electric vehicle charging pile is shown in Figure 1 [19]. In Figure 1, S1, S2, S3, and S4 are switching elements; the function of …
In this article, a real-time fault prediction method combining cost-sensitive logistic regression (CS-LR) and cost-sensitive support vector machine classification (CS-SVM) …
Hardware faults: sensor failures that prevent accurate detection of the charging state, relay sticking that prevents normal disconnection of the charging circuit, or power module faults...
solution for open circuit faults. Therefore, this paper studies the open circuit fault diagnosis model of power tube and electrolytic capacitor in the charging pile, diagnoses the location...
Module failure is also very common. It is the core component of the charging pile output. Its damage will cause the charging pile power to decrease and charging to slow down. Generally, as long as the charging current is observed to be smaller than usual, it is ruled out that it is a problem with the car itself, and the most likely reason is ...
Abstract: Electric vehicle DC charging stations have always been plagued by frequent malfunctions, difficult maintenance, and high repair costs, but traditional fault detection …
Common Problems with Electric Vehicle Charging Pile. [1] Power Selection. The power of the AC charging pile should not be less than the power of the on-board charger …
Different from the traditional charging pile fault detection model, this method constructs data for common features of the charging pile and establishes a classification prediction frame work that relies on the Extreme Learning Machine (ELM) algorithm. Experimental results evinces that the frame works accuracy is 83%, with a high efficiency, strong practicability, and is easy to …
Fault and damage signs of energy storage charging piles. Aiming at the fault diagnosis of the charging module of the electric vehicle DC charging pile, a fault diagnosis method of the DC charging pile based on deep learning is proposed. First, through circuit simulation, the DC charging pile model is simulated under different faults and different working conditions, and the …
In this article, a real-time fault prediction method combining cost-sensitive logistic regression (CS-LR) and cost-sensitive support vector machine classification (CS-SVM) is proposed. CS-LR is first used to classify the fault data of smart charging piles, then the CS-SVM is adopted to predict the faults based on the classified data. The ...
This paper proposes an error detection procedure of charging pile founded on ELM method. Different from the traditional charging pile fault detection model, this method constructs data for common features of the charging pile and establishes a classification prediction frame work that relies on the Extreme Learning Machine (ELM) algorithm ...
With the boom of the electric vehicle industry, the demand for charging piles as the infrastructure to support its wide application is increasing day by day. As the core …
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 rules and policy implications from the …
Internal fault of the charging pile: Damaged charging module, failed control circuit, abnormal cooling system, etc., can affect the normal operation of the charging pile. Battery fault: Aging...
As shown in Fig. 1, a photovoltaic-energy storage-integrated charging station (PV-ES-I CS) is a novel component of renewable energy charging infrastructure that combines distributed PV, battery energy storage systems, and EV charging systems. The working principle of this new type of infrastructure is to utilize distributed PV generation devices to collect solar …
With the boom of the electric vehicle industry, the demand for charging piles as the infrastructure to support its wide application is increasing day by day. As the core component of the charging pile, the charging module has been in long-term service...
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 …
Abstract: Electric vehicle DC charging stations have always been plagued by frequent malfunctions, difficult maintenance, and high repair costs, but traditional fault detection methods are inefficient. Therefore, a diagnostic method is proposed for the operational status of DC charging station charging modules based on wavelet packet ...
charging piles (OPCP) and specialized public charging piles (SPCP) according to service object for heterogeneity analysis, and further studies the impacts of different types of public charging piles on PEV purchase for different purposes (leasing or non-business EV). The rest of the paper is organized as follows. Section 2 describes the ...
Download scientific diagram | On/off-board charging system and power levels for EVs. from publication: Design and Development of Three Levels Universal Electric Vehicle Charger Based on ...
The simulation results of this paper show that: (1) Enough output power can be provided to meet the design and use requirements of the energy-storage charging pile; (2) the …
The simulation results of this paper show that: (1) Enough output power can be provided to meet the design and use requirements of the energy-storage charging pile; (2) the control guidance...
This paper proposes an error detection procedure of charging pile founded on ELM method. Different from the traditional charging pile fault detection model, this method constructs data …
At present, renewable energy sources (RESs) and electric vehicles (EVs) are presented as viable solutions to reduce operation costs and lessen the negative environmental effects of microgrids (μGs). Thus, the rising …
DOI: 10.3390/pr11051561 Corpus ID: 258811493; Energy Storage Charging Pile Management Based on Internet of Things Technology for Electric Vehicles @article{Li2023EnergySC, title={Energy Storage Charging Pile Management Based on Internet of Things Technology for Electric Vehicles}, author={Zhaiyan Li and Xuliang Wu and Shen Zhang …
Hardware faults: sensor failures that prevent accurate detection of the charging state, relay sticking that prevents normal disconnection of the charging circuit, or power …
Common Problems with Electric Vehicle Charging Pile. [1] Power Selection. The power of the AC charging pile should not be less than the power of the on-board charger (OBC). But the question that is often encountered is whether it is necessary to choose a higher power such as 22KW?
The equivalent circuit diagram of the electric vehicle charging pile is shown in Figure 1 [19]. In Figure 1, S1, S2, S3, and S4 are switching elements; the function of smoothing reactors L1 and...
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