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A New Lithium Polymer Battery Dataset with Different Discharge Levels: SOC Estimation of Lithium Polymer Batteries with Different Convolutional Neural Network Models
In this study, a new dataset was created for use to estimate the state of charge (SOC) of lithium polymer batteries. A new experimental system was...
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A Model for a Lithium-Polymer Battery Based on a Lumped Parameter Representation of the Charge Diffusion
This paper proposes a model of the diffusion and electrical dynamics of lithium-polymer batteries through a lumped parameter approach. Discharge...
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Performance comparison of lithium polymer battery SOC estimation using GWO-BiLSTM and cutting-edge deep learning methods
In this study, the GWO-BiLSTM method has been proposed by successfully estimating the SOC with the BiLSTM deep learning method using the...
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In Situ Polymer Gel Electrolyte in Boosting Scalable Fibre Lithium Battery Applications
The poor interfacial stability not only deteriorates fibre lithium-ion batteries (FLBs) performance but also impacts their scalable applications. To...
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Insights into the use of polyepichlorohydrin polymer in lithium battery energy storage/conversion devices: review
AbstractIn this paper, the up-to-date state of polyepichlorohydrin-based electrolytes is reviewed. Research works are persistently ongoing to develop...
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The Critical Role of Fillers in Composite Polymer Electrolytes for Lithium Battery
AbstractWith excellent energy densities and highly safe performance, solid-state lithium batteries (SSLBs) have been hailed as promising energy...
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A Study on LSTM-Based Lithium Battery SoH Estimation in Urban Railway Vehicle Operating Environments
This paper presents the composition of a lithium polymer battery and a battery management system used in the configuration of 10-car urban railway...
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Impact of Battery Separators on Lithium-ion Battery Performance
Numerous researchers have experimentally studied battery materials to improve LIB performances. Blomgren summarized related works by a comprehensive...
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Lithium-Ion Charged Polymer Channels Flattening Lithium Metal Anode
The concentration difference in the near-surface region of lithium metal is the main cause of lithium dendrite growth. Resolving this issue will be...
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Analysis and detection of charge and discharge characteristics of lithium battery based on multi-sensor fusion
The analysis and detection method of charge and discharge characteristics of lithium battery based on multi-sensor fusion was studied to provide a...
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Novel State of Health Estimation for Lithium-Ion Battery Based on Differential Evolution Algorithm - Extreme Learning Machine
To ensure a long-term safety and reliability of electric vehicle and energy storage system, an accurate estimation of the state of health (SOH) for...
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Direct Regeneration of Spent Lithium-Ion Battery Cathodes: From Theoretical Study to Production Practice
Direct regeneration method has been widely concerned by researchers in the field of battery recycling because of its advantages of in situ...
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Theoretical Analysis of the Plug-In Electric Vehicle DC Charging Controller with Small-Scale Lithium-Polymer Ion Battery Under Dynamic Ambient Circumstances
Plug-in Electric Vehicles (PEVs) have evolved and grown swiftly in the revolutionary electrification of automobiles due to their benefits in energy...
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Thermal Simulation and Experimental Validation of FSEC Lithium-Ion Battery Packs
With the rapid popularization of new energy vehicles around the world, Chinese college formula racing competitions are increasingly receiving...
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Trifluorosulfonyl Imide-Based Ionic Liquid Electrolytes for Lithium-Ion Battery: A Review
A novel multifunctional category of bis (trifluorosulfonyl) imide which improves the electrochemical activity of the lithium-ion battery has been...
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Performance-Focused Analysis of Fire-Blocking Blanket for Lithium Ion Battery Fires
So far too long, people have been working hard to develop fire prevention measures to deal with lithium ion battery (LIB) fires. LIB fires have...
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Influence of Cathode Materials on the Characteristics of Lithium-Ion Battery Gas Generation During Thermal Runaway
Gas generation of Lithium-ion batteries(LIB) during the process of thermal runaway (TR), is the key factor that causes battery fire and explosion....
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Three-dimensional numerical simulation of the temperature distribution within a large lithium-ion battery
A one-dimensional model of an electrochemical battery does not adequately simulate thermal runaway in a large battery; a three-dimensional model is...
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Boosting Lean Electrolyte Lithium–Sulfur Battery Performance with Transition Metals: A Comprehensive Review
AbstractLithium–sulfur (Li–S) batteries have received widespread attention, and lean electrolyte Li–S batteries have attracted additional interest...
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Design and Analysis of Polymer Heat Sink for Li-Ion Battery Thermal Management System
The thermal analysis of polymer heat sink for thermal management of prismatic Li-ion battery used in electric vehicles is presented. A battery pack...