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SOC Estimation for Battery of Electric Vehicles
2022Accurate estimation of the state of charge of batteries is critical for the reliable operation of battery packs, not only in electric vehicles, but also in hybrid electric vehicles, unmanned aerial vehicles and smart grid systems. In this study, a model based on the Bagging-Random Forest approach is proposed to predict the value of the state of charge ...
KESKİN, Büşra +3 more
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Battery SOC Estimation Based on LM-ICDKF Algorithm
2017 10th International Conference on Intelligent Computation Technology and Automation (ICICTA), 2017In order to estimate the accurate and real-time dynamic battery state of charge (SOC), owing to greater errors of extended Kalman filter (EKF) in estimating SOC, a method has been proposed to estimate the battery SOC based on LM-ICDKF algorithm. By using the two order RC equivalent circuit model, the MATLAB simulation tools are used to simulate the ...
Youyu Wu, Zhixiong Xia, Xiaoyu Liang
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Adaptive online battery parameters/SOC/capacity co-estimation
2013 IEEE Transportation Electrification Conference and Expo (ITEC), 2013Total capacity is one of the most important parameters to characterize the performance and application of a battery. Although the nominal capacity is provided by the manufacturer, the actual capacity is subject to change with cycling effect, temperature and even storage ageing of the battery. Following our previous publications in which we developed an
Habiballah Rahimi-Eichi, Mo-Yuen Chow
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2022 International Conference on Electronics and Renewable Systems (ICEARS), 2022
Uma Ravi Sankar Yalavarthy +1 more
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Uma Ravi Sankar Yalavarthy +1 more
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Survey on Fast Charging with SoC Estimation
2022 3rd International Conference on Smart Electronics and Communication (ICOSEC), 2022C R Amrutha Varshini +5 more
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Designing of Batteries and Estimation of SOC
2022 8th International Conference on Smart Structures and Systems (ICSSS), 2022Chandra Prabha S +4 more
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SOC-Llama: Estimation of SOC Using Llama Architecture
2024 IEEE Third International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES)Aditi Garg +4 more
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Battery SoC measurement by Transfer function Estimation
Journal of the Institute of Electronics and Information Engineers, 2018Dae-Soo Kang, Jeong-Bong You
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Co-Estimation of SoC and SoP Using BiLSTM
The Journal of Korean Institute of Communications and Information Sciences, 2021Kumbayoni Lalu Muh +3 more
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