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Explainable OptiCNN-SLSTM hybrid model for enhanced lithium-ion battery state of health prediction. [PDF]
Sci RepSingh A, Singh S, Kamboj RK, Bala A.
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From battery modeling to Battery Management
2011 IEEE 33rd International Telecommunications Energy Conference (INTELEC), 2011The principles of rechargeable battery operation form the basis of the electronic network models developed for Nickel-based aqueous battery systems, including Nickel Metal Hydride (NiMH), and non-aqueous battery systems, such as the well-known Li-ion.
Notten, P.H.L., Danilov, D.
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2021
Battery System Modeling provides advances on the modeling of lithium-ion batteries. Offering step-by-step explanations, the book systematically guides the reader through the modeling of state of charge estimation, energy prediction, power evaluation, health estimation, and active control strategies.
Wang, Shun-Li +6 more
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Battery System Modeling provides advances on the modeling of lithium-ion batteries. Offering step-by-step explanations, the book systematically guides the reader through the modeling of state of charge estimation, energy prediction, power evaluation, health estimation, and active control strategies.
Wang, Shun-Li +6 more
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Light Duty Battery Electric Vehicle – Battery Degradation Modeling
SAE Technical Paper Series, 2023<div class="section abstract"><div class="htmlview paragraph">This paper presents a case study conducted by Isuzu Technical Center of America on calculating Lithium-ion battery degradation patterns. For hybrid electric cars, plug-in hybrid electric vehicles (PHEVs), and all-electric vehicles, energy storage technologies, and batteries are ...
Sparsh Saxena +3 more
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Battery Aging, Battery Charging and the Kinetic Battery Model: A First Exploration
2017Rechargeable batteries are omnipresent and will be used more and more, for instance for wearables devices, electric vehicles or domestic energy storage. However, batteries can deliver power only for a limited time span. They slowly degrade with every charge-discharge cycle. This degradation needs to be taken into account when considering the battery in
Jongerden, Marijn R. +1 more
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Modeling Battery under Discharge Using Improved Thevenin-Shepherd Electrical Battery Model
2018 IEEE Vehicle Power and Propulsion Conference (VPPC), 2018This paper performs the modeling of a Lithium-ion (Li-ion) commercial battery. The battery model and the method of obtaining its parameters come from the available literature. The improved Thevenin- Shepherd electrical battery model is used with a second-order resistor-capacitor (RC) network. The Time-domain Parameter Extraction Method(TPEM) is used to
Ruben Hidalgo-Leon +6 more
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