1 China Energy Engineering Group Jiangsu Power Design Institute Co., Ltd, China 2 Energy Storage Technology Institute Co., Ltd, China 3 SyiTsing Energy Tech Co., Ltd, China * Corresponding author: luyuning@jspdi .cn Abstract. This article focuses on the safe operation of lithium battery energy storage power stations and develops a data monitoring and
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							The results show that the proposed feature extraction and fusion decision methods can identify abnormal states and hazard levels in a timely and accurate manner, and this RF-based classification, warning and evaluation framework shows the promise of machine learning algorithms for interpretable early warning studies of battery failures, which can use
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							Fault Early Warning: Through IoT technology, the platform can automatically detect and issue early warnings for potential faults, improving operational efficiency and reducing charging
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							charging piles and energy storage. For the energy storage system, handheld . firefighting equipment was equipped near the battery clusters for the early warning, monitoring and firefighting systems et al. Due to the limitation of accidental information, it is hard to determine the fire accident was initiated
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							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,...
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							During the charging process of the electric vehicle (EV), a spontaneous combustion accident may occur due to overheating of the battery, causing personal danger and
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							We have developed an active safety warning and intelligent operation and detection system suitable for new energy storage power plants, to achieve active warning of external hazards
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							Lithium iron phosphate (LiFePO4) batteries have been dominant in energy storage systems. However, it is difficult to estimate the state of charge (SOC) and safety early warning of the batteries.
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							Cloud Platform-Oriented Electrical Vehicle Abnormal Battery Cell Detection and Pack Consistency Evaluation With Big Data: Devising an Early-Warning System for Latent Risks November 2021 IEEE
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							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
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							60 kW fast charging piles. The charging income is divided into two parts: (1) Electricity charge: it is charged according to the actual electricity price of charging pile, namely the industrial TOU price; (2) Charging service fee: 0.4–0.6 yuan per KWH, and 0.45 yuan is temporarily considered.
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							Based on big data analysis technology, investigate the safety warning strategies for electric vehicle charging in different regions, enterprises, and users, analyze the safety requirements
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							The invention discloses a new energy automobile charging pile early warning decision method and device. The environmental data of the position of the charging pile is monitored in real time, the abnormal risk value is judged by setting the abnormal early warning threshold range of the data, the weighted risk value is automatically calculated according to the preset risk index
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							According to the current situation of charging early warning by scholars, this paper puts forward its limitations, a third-party charging safety early warning and protection
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							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 storage; Multisim software is used to build an EV charging model in order to simulate the charge control guidance module. The traditional charging pile management system usually only
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							Download scientific diagram | EV charging safety protection early warning system architecture. from publication: Development and Simulation of Real-Time Early Warning Protection System for
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							In response to the issues arising from the disordered charging and discharging behavior of electric vehicle energy storage Charging piles, as well as the dynamic characteristics of electric vehicles, we have developed an ordered charging and discharging optimization scheduling strategy for energy storage Charging piles considering time-of-use electricity
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							Keywords: Electric vehicle, Intelligent charging pile, Internet, Cloud platform 1. INTRODUCTION Energy and resources shortage, greenhouse gas emissions increasing climate charging infrastructure of new energy steam "gas station", the construction speed of In the early warning process, different problems are dealt with at different
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							Dahua Energy Technology Co., Ltd. is committed to the installation and service of new energy charging piles, distributed energy storage power stations, DC charging piles, integrated storage and charging piles and mobile energy storage charging piles. Our company is not only a one-stop overall solution service provider for the
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							scenarios, which can achieve early warning for different time scales of lithium iron phosphate battery fail-ures under energy storage conditions, and can warn more than 15 min in advance for serious failures that can lead to battery valve injection, which meets the time margin requirement for safety warning in energy storage scenarios.
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							A monitoring and early warning platform for energy storage systems based on big data analysis Yuning Lu1*, Zhao Zhang1, Chao Zhang2, Ke Jiang1, Tao Shen2, Yun Zhang2, Miangang Li3 1China Energy Engineering Group Jiangsu Power Design Institute Co., Ltd, China 2Energy Storage Technology Institute Co., Ltd, China
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							The utilization of multi-source signals, in conjunction with cloud-based large-scale models, has the potential to offer effective strategies for the early warning of battery failure. In this work, a cloud-based framework for battery failure prediction and early warning is presented.
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							At present, the domestic construction of new energy vehicle charging piles is still in its infancy, and the number of new energy vehicle charging piles is less than that of new energy vehicles. By the end of 2019, China has produced 313000 new energy vehicles, but only 30914 charging piles, with a ratio of 24.7%,
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							The introduction of "new energy vehicle charging pile" as one of the contents of "new infrastructure" indicates that the field of charging pile is facing a new round of technological
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							To address the charging safety of EVs, this paper proposes a new hybrid EV charging process early warning protection method by combining Convolutional Long-Short Term Memory (ConvLSTM), the...
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							It adopts the operation strategy mode of "green charging, using light to support piles", which not only achieves the spontaneous self use and surplus energy storage of photovoltaic power generation, meets the charging needs of electric vehicles, but also utilizes peak and valley electricity prices to improve energy conversion efficiency and reduce energy costs.
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							In this study, to develop a benefit-allocation model, in-depth analysis of a distributed photovoltaic-power-generation carport and energy-storage charging-pile project was performed; the model was
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							With the large-scale development of new energy electric vehicles, charging safety accidents have caused serious economic losses to electric vehicle users and charging facility operators, and hindered the rapid popularization of electric vehicles [1,2,3].Regarding the issue of thermal runaway in automotive power batteries, many experts and scholars have conducted a large
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							charging and the energy and data exchange direction between charging piles and electric vehicles. Based on the analysis of the factors that affect the charging safety of electric vehicles, this paper combines big data technology to study the charging safety of electric vehicles. 1 Introduction Environmental pollution is becoming more and more
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							With the rapid changes in global industrialization and the continuous rise in energy consumption, there has been widespread attention towards new energy electricity based on photovoltaics, wind energy, etc, leading to an increasing demand for energy storage. 1,2 Lithium-ion batteries are considered the most promising energy storage system for electronic
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							7kw portable DC charging pile is a portable electric vehicle charging equipment, which is mainly developed and designed to meet the needs of some new energy vehicle owners, and can meet the requirements of daily charging and emergency charging during the journey.
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							This article focuses on the safe operation of lithium battery energy storage power stations and develops a data monitoring and safety warning platform for energy storage
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							With the inclusion of charging piles in new infrastructure and large-scale construction and operation, the safety issues of electric vehicle (EV) charging management systems have become particularly prominent. By analyzing the communication principle and operating system architecture of the EV charging management system, grasp the fault phenomenon of the EV
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							DOI: 10.1109/iSPEC53008.2021.9735533 Corpus ID: 247682603; Research on Early Warning and Protection Strategy of Electric Vehicle Charging Management System @article{Fan2021ResearchOE, title={Research on Early Warning and Protection Strategy of Electric Vehicle Charging Management System}, author={Yajun Fan and Li-Ming Deng and
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							Download scientific diagram | Charging-pile energy-storage system equipment parameters from publication: Benefit allocation model of distributed photovoltaic power generation vehicle shed and
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							The invention aims to provide a charging early warning method and device for a charging pile, which have the advantages of high efficiency, safety, intelligence and convenience, and solve...
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							The invention discloses a charging early warning method and device for a charging pile, and belongs to the technical field of charging early warning of charging piles; carrying out real-time monitoring and accurate temperature measurement on the charging pile based on an infrared thermal imaging technology, an acoustic wave sensor technology and a laser radar
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							By accessing massive Internet of Things data in real time, it calculates in real time in the cloud to predict accidents, and gives early warning to the control system of the charging pile and the
View moreThe new energy storage charging pile system for EV is mainly composed of two parts: a power regulation system and a charge and discharge control system. The power regulation system is the energy transmission link between the power grid, the energy storage battery pack, and the battery pack of the EV.
Based on the Internet of Things technology, the energy storage charging pile management system is designed as a three-layer structure, and its system architecture is shown in Figure 9. The perception layer is energy storage charging pile equipment.
On the one hand, the energy storage charging pile interacts with the battery management system through the CAN bus to manage the whole process of charging.
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.
The main function of the control device of the energy storage charging pile is to facilitate the user to charge the electric vehicle and to charge the energy storage battery as far as possible when the electricity price is at the valley period. In this section, the energy storage charging pile device is designed as a whole.
The charging pile (as shown in Figure 1) is equivalent to a fuel tanker for a fuel car, which can provide power supply for an electric car.
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