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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
openaire   +4 more sources

A Multi-objective and Hierarchical Exploration Tool for SoC Performance Estimation

2008
In 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
openaire   +2 more sources

Survey on Fast Charging with SoC Estimation

2022 3rd International Conference on Smart Electronics and Communication (ICOSEC), 2022
C R Amrutha Varshini   +5 more
openaire   +1 more source

Review of Battery SOC Estimating Methods and Enhanced Algorithm for Estimating SOC based on OCV-AHC Approach

2022 International Conference on Electronics and Renewable Systems (ICEARS), 2022
Uma Ravi Sankar Yalavarthy   +1 more
openaire   +1 more source

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
openaire   +2 more sources

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
openaire   +3 more sources

OCV-SOC-Temperature Relationship Construction and State of Charge Estimation for a Series– Parallel Lithium-Ion Battery Pack

IEEE Transactions on Intelligent Transportation Systems, 2023
Quanqing Yu   +2 more
exaly  

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