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A single-point EIS measurement for SOC estimation of supercapacitor
2025 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)A proper estimation of the state of charge (SOC) of an energy storage device plays a vital role in the efficient management of the battery system. In this research article, the SOC of a cylindrical hybrid supercapacitor (4000F, 4.2V) has been accurately estimated using a gaussian process regression (GPR) model and a post processing unit.
Bianchi V. +5 more
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SOC estimation of rechargeable batteries
2015Master of Science (Power Engineering)
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A Multi-objective and Hierarchical Exploration Tool for SoC Performance Estimation
2008In this paper we present a flexible performance estimation tool called Nessie developed to provide system-on-chip designers with automated multi-objective design space exploration and its related tool called Yeti building and executing reusable closed-formed models.
Alexis Vander Biest +3 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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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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Machine Learning for SOC Estimation in Li-Ion Batteries
State of Charge estimation is very important to deliver essential information about battery charge and aging level of Li-ion batteries in Electric Vehicles. This paper applies the Deep Leaning and Machine Learning approaches comparing decision tree and Long Short-Term Memory for estimating the State of Charge.Di Dio R. +3 more
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SOC estimation of Li-ion battery using convolutional neural network with U-Net architecture
Energy, 2022Xinyuan Fan +2 more
exaly
Comparative Analysis of SoC Estimation in Batteries Using SFRA and EIS
2024 IEEE 14th International Workshop on Applied Measurements for Power Systems (AMPS)—The paper proposes a performance comparison between two different techniques for estimating the State of Charge (SoC) of batteries. In particular, Electrochemical Impedance Spectroscopy (EIS) and Sweep Frequency Response Analysis (SFRA) are analyzed.
Miele, Alessio +7 more
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